WO2014174274A1 - Image display interfaces - Google Patents

Image display interfaces Download PDF

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Publication number
WO2014174274A1
WO2014174274A1 PCT/GB2014/051248 GB2014051248W WO2014174274A1 WO 2014174274 A1 WO2014174274 A1 WO 2014174274A1 GB 2014051248 W GB2014051248 W GB 2014051248W WO 2014174274 A1 WO2014174274 A1 WO 2014174274A1
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WO
WIPO (PCT)
Prior art keywords
heart
probe
activation
display
propagation
Prior art date
Application number
PCT/GB2014/051248
Other languages
French (fr)
Inventor
Darrel Francis
Prapa KANAGARATNAM
Original Assignee
Imperial Innovations Limited
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Imperial Innovations Limited filed Critical Imperial Innovations Limited
Priority to US14/785,817 priority Critical patent/US10791951B2/en
Priority to EP14720679.1A priority patent/EP2988664A1/en
Publication of WO2014174274A1 publication Critical patent/WO2014174274A1/en

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Classifications

    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/68Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient
    • A61B5/6846Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient specially adapted to be brought in contact with an internal body part, i.e. invasive
    • A61B5/6847Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient specially adapted to be brought in contact with an internal body part, i.e. invasive mounted on an invasive device
    • A61B5/6852Catheters
    • A61B5/6858Catheters with a distal basket, e.g. expandable basket
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/24Detecting, measuring or recording bioelectric or biomagnetic signals of the body or parts thereof
    • A61B5/316Modalities, i.e. specific diagnostic methods
    • A61B5/318Heart-related electrical modalities, e.g. electrocardiography [ECG]
    • A61B5/339Displays specially adapted therefor
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/0033Features or image-related aspects of imaging apparatus classified in A61B5/00, e.g. for MRI, optical tomography or impedance tomography apparatus; arrangements of imaging apparatus in a room
    • A61B5/004Features or image-related aspects of imaging apparatus classified in A61B5/00, e.g. for MRI, optical tomography or impedance tomography apparatus; arrangements of imaging apparatus in a room adapted for image acquisition of a particular organ or body part
    • A61B5/0044Features or image-related aspects of imaging apparatus classified in A61B5/00, e.g. for MRI, optical tomography or impedance tomography apparatus; arrangements of imaging apparatus in a room adapted for image acquisition of a particular organ or body part for the heart
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/06Devices, other than using radiation, for detecting or locating foreign bodies ; determining position of probes within or on the body of the patient
    • A61B5/065Determining position of the probe employing exclusively positioning means located on or in the probe, e.g. using position sensors arranged on the probe
    • A61B5/068Determining position of the probe employing exclusively positioning means located on or in the probe, e.g. using position sensors arranged on the probe using impedance sensors
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/24Detecting, measuring or recording bioelectric or biomagnetic signals of the body or parts thereof
    • A61B5/25Bioelectric electrodes therefor
    • A61B5/279Bioelectric electrodes therefor specially adapted for particular uses
    • A61B5/28Bioelectric electrodes therefor specially adapted for particular uses for electrocardiography [ECG]
    • A61B5/283Invasive
    • A61B5/287Holders for multiple electrodes, e.g. electrode catheters for electrophysiological study [EPS]
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/24Detecting, measuring or recording bioelectric or biomagnetic signals of the body or parts thereof
    • A61B5/316Modalities, i.e. specific diagnostic methods
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/24Detecting, measuring or recording bioelectric or biomagnetic signals of the body or parts thereof
    • A61B5/316Modalities, i.e. specific diagnostic methods
    • A61B5/318Heart-related electrical modalities, e.g. electrocardiography [ECG]
    • A61B5/339Displays specially adapted therefor
    • A61B5/341Vectorcardiography [VCG]
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/24Detecting, measuring or recording bioelectric or biomagnetic signals of the body or parts thereof
    • A61B5/316Modalities, i.e. specific diagnostic methods
    • A61B5/318Heart-related electrical modalities, e.g. electrocardiography [ECG]
    • A61B5/346Analysis of electrocardiograms
    • A61B5/349Detecting specific parameters of the electrocardiograph cycle
    • A61B5/361Detecting fibrillation
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/74Details of notification to user or communication with user or patient ; user input means
    • A61B5/742Details of notification to user or communication with user or patient ; user input means using visual displays
    • A61B5/743Displaying an image simultaneously with additional graphical information, e.g. symbols, charts, function plots

Definitions

  • the present invention relates to the detection and pictorial representation of cardiac activation, and in particular of the progression of activation through the heart. It has application in locating sites suitable for ablation therapy, for example to cure atrial fibrillation.
  • Irregular heart beat is commonly treated with ablation therapy in a cardiac catheter laboratory.
  • a method is needed to identify where the ablation therapy should be delivered, in order to cure the arrhythmia without having to ablate an unnecessarily large amount of the heart.
  • Parts of the heart become electrically activated in sequence. In health, this is an orderly and normal sequence, proceeding from the sinus node, through regions of the atrium in a stereotyped pattern. In this type of activation each point on the heart has a well defined propagation direction in which the activation progresses as it passes that point. In arrhythmias, the sequence is not normal.
  • the abnormal sequences may be of two categories: those that show a surface ECG pattern that is obviously regular and repetitive, or those that appear to be irregular and do not show a simple repeating pattern.
  • Fibrillatory electrical activation of the myocardium is one of the most common causes of cardiac morbidity and mortality. It can affect either the atrium (atrial fibrillation) or the ventricle (ventricular fibrillation) .
  • Mathematical modelling and in-vitro studies have suggested that fibrillatory electrical activation can often be driven by electrical rotors (Skanes AC, Mandapati R, Berenfeld O, Davidenko JM, Jalife J. Spatiotemporal periodicity during atrial fibrillation in the isolated sheep heart. Circulation 1998;98 : 1236-48) and that a small number, for example one to three, of such rotors may be sufficient to maintain fibrillation in the human heart.
  • Atrial activation during human atrial fibrillation is not identical between different patients. It can be anywhere on a spectrum between completely organised to highly disorganised activation (Kanagaratnam P, Cherian A, Stanbridge RD, Glenville B, Severs NJ, Peters NS Relationship between connexins and atrial activation during human atrial fibrillation. J Cardiovasc Electrophysiol. 2004 Feb; 15(2):206- 16).
  • the current state of the art is that, using multi-electrode catheters, it is possible to map the activation sequences using isochronal mapping, ie mapping of the timing of activation over the cardiac surface with points which activate at the same time being identified, eg by the same colour.
  • isochronal mapping ie mapping of the timing of activation over the cardiac surface with points which activate at the same time being identified, eg by the same colour.
  • This is time-consuming and needs careful expert assessment of each electrogram and comparing it to neighbouring electrograms in order to identify the local activation time and produce an isochronal map.
  • isochronal mapping for human atrial fibrillation using epicardial multi- electrodes catheters for many years, there is no method for identifying rotors that can be implemented to operate satisfactorily in independent hands.
  • FIG. 1 illustrates the current state of the art using current isochronal mapping methods.
  • a multi-electrode catheter is placed at a location on the endocardium, and is used to map sequential time-windows using the isochronal activation method.
  • Each small circle in the inset is a colour-coded time map of one passage of a wave over that region of the heart, or one "episode" .
  • the colour zones are the progressive positions of one wavefront as it passes over that region in the first such episode . It so happens that the wavefront in the next episode, depicted in the circle 12 below, also passes in the same direction and therefore its colour time map is similar.
  • the third episode (third small circle 14) is composed of a wavefront that arrives from a different direction (bottom right) and travels towards the top of the circular region, and therefore has a different arrangement of colours on the time map.
  • the fourth episode shown in circle 16 happens to be a non- uniform activation sequence in which wavefronts arrive from different directions and become extinguished in the central region of the circle .
  • the fifth episode 18 is similar to the first two. This technique is well established and described in Kanagaratnam et al. After a series of waves have been mapped, the operator can identify the episodes and form a view as to the predominant direction of propagation of wavefronts in each region, having set aside the wavefronts that are non-uniform in direction.
  • This process of first identifying uniform activation episodes, and then collating their most common activation direction, as shown schematically in Figure 2, can be used to determine the preferential uniform activation direction. This can then be repeated at multiple locations around the atrial endocardium until a preferential uniform activation map is created for the entire chamber, as shown in Figure 3. If this is were practicable, it might in principle reveal the source of the rotor. However, this technique is not practical to use in real life, because each wave may take several minutes to map and validate . Producing a preferential uniform activation map of the entire chamber may need several hundred waves to be analysed, which might take hundreds of hours using the current state of the art. This is not realistic for human patients undergoing clinical procedures.
  • WO 2008/13573 1 a method and apparatus for generating a model of a cardiac surface with a plurality of electrogram voltages visualised upon it that permits, for a range of regular arrhythmias, the ready perception by the observer of the progress of activation around the heart.
  • a series of short recordings of electrical voltage are acquired, one after the other, from different positions in the heart. Each acquisition takes place by pressing a contact catheter against one part of the heart, and making simultaneous recordings of both the voltage time course at that point and of the surface ECG.
  • the surface ECG of the patient is a repeating pattern which in these arrhythmias is stereotyped between one beat and the next. Likewise the recording from any particular location on the heart is also repetitive.
  • the underlying process in atrial fibrillation is in many cases a "rotor", namely a sequence of electrical activation that is not composed of a single ring of activation, but a spiral arm in which activation spreads along a broad front, changing direction continually.
  • the method proposed by Narayan et al to detect this pattern of activation is a series of contact electrodes placed in the atrium simultaneously, thus removing the requirement for a repetitive signal for synchronization of multiple short recordings. Narayan et al achieves this end by recording from all sites simultaneously.
  • Narayan approach is the requirement for complex, expensive, non-reusable equipment to be consumed for each patient that has no other application. Moreover, it does not allow intensification of focus in areas of special interest due to insufficient resolution.
  • a second disadvantage of the Narayan method is that it replaces the raw signals with a synthetic signal which is based on a standard fixed template of an idealised activation signal, distorted in the temporal direction in accordance with the local interval between supposed activations.
  • the user sees on the screen the time courses of these synthetic signals (rather than direct observations from the patient).
  • This is disadvantageous because in reality the voltage pattern of activation may vary significantly from site to site in the heart, and may also vary significantly between time to time .
  • the automatic process of determining the onset of each activation episode is fallible, and when it misdetects the timing, such an error is forced to propagate throughout all future levels of processing.
  • the present invention provides apparatus for monitoring activation in a heart, the apparatus comprising a probe, a plurality of electrodes supported on the probe and each arranged to detect electrical potential, for example at a respective position in the heart during a series of activations, and processing means arranged to analyse the detected electrical potentials, for example to identify a propagation direction of the activation, and optionally to generate an output indicative of that direction.
  • the direction may be the only direction of propagation detected, or it may one of two or more detected directions. For example it may be a predominant direction of propagation.
  • the processing means may be arranged to analyse the detected potentials to determine at least one further parameter of the activation.
  • the output may be dependent on the further parameter.
  • the at least one further parameter may include the consistency of the direction of propagation of the activation.
  • the consistency may be measured, for example by calculating a variance, or some other measure of variability, of the direction.
  • the variance or variability may be over time, or over position, for example over the electrode sites.
  • the at least one further parameter may include a further direction of propagation of activation. For example this may be a subsidiary direction of propagation.
  • the apparatus may further comprise display means.
  • the processing means may be arranged to control the display means to generate a display indicative of the direction or directions.
  • the processing means may be arranged to analyse detected potentials for a plurality of positions of the probe in the heart.
  • the processing means may be arranged to control the display means to indicate simultaneously the direction of propagation at each of the positions of the probe .
  • the display means may be arranged to display a representation of the heart and to indicate the direction of propagation of the activation at a position, or positions, on the representation corresponding to the position, or positions, of the probe in the heart.
  • the control means may be arranged to control the display means to display a representation of the probe .
  • the control means may be arranged to control the display means to indicate the direction of propagation relative to the probe, for example on the representation of the probe.
  • the apparatus may further comprise an imaging system, such as an X-ray system, arranged to display an image of the heart and the probe .
  • an imaging system such as an X-ray system
  • the display means may be arranged to indicate the direction of propagation by displaying a plurality of image objects moving in a corresponding direction on the display.
  • the image objects may be dots, which may be round or square or of any other shape.
  • the objects may have one or more parameters, such as size, colour, intensity or shape, which may be selected dependent on a parameter of the activation, such as the consistency of the direction of propagation. It is an advantage of this method of display that two or more directions of propagation can be shown at the same time in the same area. Alternatively the direction of propagation may be indicated by means of arrows or other suitable indicators.
  • the probe may comprise a lattice support structure, a plurality of electrodes supported on the lattice structure, a shaft connected to a first point on the lattice structure, and a control member connected to a second point on the lattice structure and movable relative to the shaft so as to vary the shape of the lattice structure.
  • the present invention further provides a probe for detecting electrical potentials at a plurality of positions in a heart, the probe comprising a lattice support structure, a plurality of electrodes supported on the lattice structure.
  • the probe may further comprise a shaft connected to a first point on the lattice structure, and may also comprise a control member connected to a second point on the lattice structure.
  • the control member may be movable relative to the shaft so as to vary the shape of the lattice structure.
  • the probe may further comprise a sheath.
  • the shaft and lattice structure may be movable into the sheath so that the lattice structure can be inserted into the heart.
  • the shaft and lattice structure may be movable out of the sheath so that that the lattice structure can be placed in contact with the heart.
  • the lattice structure may be hollow.
  • the control member may extend through the lattice structure.
  • the first and second points may be on opposite sides of the lattice structure.
  • the control member may be arranged to change the shape of the lattice structure between a plurality of different shapes or conditions.
  • One shape may be a substantially flat operational shape or condition.
  • One shape may be an elongate storage shape or condition.
  • the lattice may have a front surface, and it may have a rear surface, and it may have a periphery. Each of these, if present, may have some of the electrodes on it.
  • the lattice structure may be formed of a plurality of filaments.
  • the present invention further provides apparatus for monitoring activation in a heart, the apparatus comprising a probe, a plurality of electrodes supported on the probe and each arranged to detect electrical potential at a respective position in the heart during an activation, and processing means arranged to process the detected electrical potentials and control the display means to display an image showing variation in the potentials with time during an activation event.
  • the processing means may also be arranged to control the display means to display a direction indicator arranged to indicate a direction of propagation of the activation event, at the position of the probe, relative to the probe, wherein the direction of the direction indicator is adjustable in response to a user input.
  • the processing means may also be arranged to determine the position of the probe relative to the heart, and to determine therefrom the direction of the propagation, at the position of the probe, relative to the heart.
  • the display means may be arranged to display an image of the heart, and to display a further direction indicator arranged to indicate the direction of propagation relative to the heart.
  • the processing means may be arranged to determine the direction of propagation relative to the heart for each of a series or sample periods, and to display simultaneously a direction indicator for each direction of propagation.
  • the display means may be arranged to display the direction indicators at respective positions on the image of the heart corresponding to the position of the probe on the heart during the relevant sample period.
  • Some embodiments of the invention may provide an apparatus and method for preserving the temporal and amplitude detail of the raw electrogram data, and yet going beyond uniform activation to develop maps for use in the therapy of irregular activation such as fibrillation.
  • the method may analyse simultaneously parallel streams of data from multiple electrodes, which conveniently may all be mounted on a single multi-electrode catheter (many designs of which are known to those skilled in the art), to visualise activation direction in real time during the procedure .
  • the processing means may be arranged to determine the direction of propagation relative to the heart for each of a series of sample periods.
  • the processing means may be arranged to control the display means to show the distribution of the directions of propagation.
  • the processing means may be arranged to determine the direction of propagation for each sample period at each of a plurality of positions.
  • the display means may be arranged to display a distribution at each of a plurality of respective positions on the image.
  • the processing means may be arranged to determine from the detected potentials interpolated values of at least one parameter of the detected potentials at positions having a spatial resolution which is finer than the spatial resolution of the electrodes.
  • the processing means may be arranged to determine a direction of propagation at each of said positions.
  • the positions may be on a regular grid.
  • Some attributes of preferred embodiments of the invention are that they do not require the observer to individually assign activation times at each location for each wavefront from the individual electrogram traces, nor do they replace raw data with synthetic templates constructed to look like idealised electrograms. Instead, the observer can, with some embodiments, determine visually without prior manual processing whether activation is uniform and at the same time assess the direction of activation. This process can be automated. At the same time, the 3D location of the electrodes can be available by any of several methods known to those skilled in the art.
  • Combining the predominant direction of propagation of activation, with spatial location of the electrodes permits automatic development of a map of movement of activation, with preferential emphasis given to uniform (more informative) activation over non-uniform (less informative) activation sequences, even when uniform and non-uniform activation episodes are intermingled in rapid succession.
  • the system may further comprise any one or more features, in any combination, of the embodiments of the invention which will now be described by way of example only with reference to the accompanying drawings.
  • Figure 1 is a schematic view of a known system for indicating activation propagation direction
  • Figure 2 shows schematically a further display on the known system of Figure i ;
  • Figure 3 shows a further image displayed on the system of Figure 1 ;
  • Figure 4 is a diagram of a system according to an embodiment of the invention.
  • Figures 5a, 5b, 5c and 5d are time plots of signals from an electrode in the system of Figure 4 after various different processing steps;
  • Figure 6 is a schematic representation of a display generated on the system of Figure 4.
  • Figures 7a, 7b and 7c are different views of a probe forming part of the system of Figure 4;
  • Figure 8 shows an image displayed in a further embodiment of the invention.
  • Figure 9 is a plot of propagation direction data accumulated over time
  • Figure 10 is a polar histogram of the data of Figure 9.
  • Figure 11 is a 3D plot of interpolated electrode voltage data displayed in a further embodiment of the invention.
  • a cardiac monitoring system comprises a catheter 100 having a probe 101 at one end with a set of electrodes 102 located on it.
  • Each of the electrodes 102 is connected independently through the probe catheter 100 to a computer 104 which is arranged to acquire, store and analyse the voltages detected by the electrodes 102.
  • the computer 104 comprises a memory 106 and a processor 108.
  • the processor is arranged to sample the voltages detected by the electrodes 102 at a regular sample rate and store the values of the sampled voltages in the memory 106, and then to analyse the stored voltage values so as to analyse the activation of the heart in the area contacted by the probe 101 .
  • the data can be analysed to identify focal targets within areas of irregular activation.
  • the processor 108 is arranged to generate from the sampled voltage data, an image data set which it then provides to the display screen 1 10 which displays an image showing the activation pattern in the heart so that a user can interpret it.
  • the probe 101 can be moved from region to region within the heart to focus attention in the regions where the targets are suspected.
  • the catheter 100 can be of any suitable design, many of which are commercially available catheters.
  • the data acquisition, data processing, and image display will now be described in more detail.
  • the processor is arranged to perform each of these steps. For any particular position of the catheter 100, a stream of raw signal data is acquired from each of the numerous electrodes 102 of the catheter.
  • the position of each electrode 102 is known through one of a variety of methods well known to those skilled in the art, such as those marketed as CARTOTM or NavXTM.
  • the following steps are then carried out by the system under the control of the processor 108. They are described here in sequence but they can occur almost simultaneously so that the operator sees the activation pattern at any position of the catheter 100 after only a minimal delay, for example less than a second.
  • Step 1 the electrical data is acquired.
  • the catheter 100 and computer 104 are arranged to acquire unipolar electrogram data.
  • a standard definition of unipolar electrogram data for a particular site is the potential difference between an intracardiac electrode at that site and a reference potential, for example at Wilson's central terminal, or any other combination of skin surface electrodes.
  • a unipolar electrogram can be defined as the potential difference recorded between an intracardiac electrode and an electrode placed within the body at a site outside the heart, for example in the inferior vena cava, a large vein adjacent to the heart in which an electrode can very conveniently be located. Therefore a further electrode, not shown, is also provided and connected to the computer to provide the reference signal in known manner.
  • bipolar electrogram data can be used, being defined as the potential difference between two intracardiac electrodes.
  • the disadvantage of bipolar electrogram data is that it necessarily contains information from two sites, intermingled, which has two undesirable consequences. First, when a deflection in voltage (for example, positive) arises on a bipolar electrogram, it is not possible to know automatically whether this is caused by a rise in voltage at one site or a fall in voltage at the other site.
  • Step 2 the electrogram data obtained in Step 1 is processed to enhance the features relating to local activation and de-emphasise the features relating to distant activation. Due to the irregular nature of atrial fibrillation and the relatively small amplitude of the signal that is desired to be enhanced, this is an imperfect process and the existence of this step will not result in a perfectly clear signal of local activation.
  • Step 2 consists of one or more of a family of processes broadly described as filtering.
  • the morphology of the electrograms is altered substantially.
  • a variety of filtering algorithms are well known to those skilled in the art. It is possible to apply one or more in sequence, using software programs coded operating on the microcomputer system 104 as in this embodiment. In other embodiments the processing is performed by hardware circuitry specifically designed or customised for filtering, known as digital signal processing hardware . A series of considerations are taken into account in selecting the algorithms applied in step 2. Some filters have a feature of latency or delay. This is because their algorithm requires that they combine information from a long sequence of data elements to obtain the result for any time point.
  • one possible filtering algorithm would be to take the arithmetic mean of the last 100 milliseconds of input data (ending at the current instant in time) to be the value of the output at the current instant in time.
  • the effect of this is to introduce a delay of approximately 50 milliseconds into the data because when processing an input that is composed of infinitely long sequence of zero values with a single "one" value at time T, the output would be zero until time T, and then rise suddenly to a value of T/N (where N is the number of samples occurring within 100 milliseconds), and then remain at that level for 100 ms, before falling back down to zero.
  • T/N where N is the number of samples occurring within 100 milliseconds
  • Step 2 consists of three parts as shown in Figures 5a to 5d.
  • Figure 5a shows the raw data from one electrode with unipolar voltage on the vertical axis and time on the horizontal axis.
  • Step 2a generally undesirable features of the signal are removed, resulting in a signal as shown in Figure 5b.
  • the large, low frequency components of the signal, and high frequency 'noise' are removed.
  • a bandpass filter of which there are many designs known to those skilled in the art, and which preserves signals whose frequency is within a band of frequencies, while de-emphasising frequencies higher or lower than that band.
  • the bandpass filter For a unipolar electrogram, it is convenient for the bandpass filter to pass frequencies of 0.5 - 500 Hz.
  • For a bipolar electrogram while conventional frequencies are 30-500 Hz we have found it advantageous, considering the subsequent processing described in the following steps, to use a bandpass filter of 100-2000 Hz.
  • Step 2b the signal is converted into a purely positive signal by converting all negative values into corresponding positive values, a process known as rectification, to produce the result shown in Figure 5c.
  • Step 2c the signal undergoes a further stage of filtering, which is low-pass filtering. This type of filtering is designed to blur the boundaries between the individual upward spikes during one activation sequence produced in 5c, so that the temporal region of activation is very distinct from the temporal region of no activation. This produces a smoothed trace, as exemplified in Figure 5d. A variety of such filters are possible.
  • this is achieved using a moving average filter.
  • this is achieved using convolution with a pattern that has a progressive rise and fall, such as the Hanning window function with duration conveniently chosen to be approximately the duration of an activation sequence .
  • this is achieved using a Laguerre function.
  • Step 3 the signals produced by Step 2c, and shown in Figure 5d, are displayed on the display 1 10 to allow the operator to instantly appreciate the progression of activation across that region of heart. This may vary between one episode and the next. The operator will be able to appreciate which is the predominant direction of progression.
  • the catheter can then be moved to a new location, and again within a few seconds a new pattern of progression observed, and the new direction determined by the operator. By moving the catheter around the heart chamber in this manner, the operator can determine the predominant direction taken by the wavefronts across a region of heart chamber which is much larger than the size of the multi-electrode catheter itself.
  • the display can be provided in a number of different ways, which in this embodiment are available as different display modes.
  • the variations over time in the signals from the electrodes on the catheter are simply indicated for each position of the probe in the heart, and the operator retains this information mentally using no further system support.
  • the signal at each of the electrodes 102 from the catheter are displayed at a 3D co-ordinate on a 3D representation 201 of the catheter corresponding to their actual position on the catheter 100.
  • the voltage at each electrode 102 is displayed simultaneously as a dynamic bar 202 the length of which varies with time as the voltage varies.
  • the numerical value of the voltage can undergo a logarithmic conversion to enable small signals to be seen as clearly as large signals. This allows the user to see uniform activation wavefront as the bars will move sequentially across the 3D representation.
  • Figure 6 shows how the display might vary over a set of 15ms time intervals as an activation wave moves past the probe 101.
  • the representation of the probe is essentially flat and two- dimensional which is sufficient if the probe is arranged to contact only a relatively small area of the heart. This allows the lengths of the bars indicating the voltages to be compared easily as their bases are coplanar.
  • the images showing the (filtered) instantaneous voltages at each of the electrodes at different times in the 60ms sample period may be displayed on the display 1 10 simultaneously as shown in Figure 6.
  • the bar lengths may be varied dynamically on the display over a display period to show the variation in voltage over the sample period. In this case the display period may be longer than the sample period so that the speed of the variation is slowed down on the display, so as to make the direction of propagation easier to determine.
  • the computer 104 further comprises a user input, which could be a touch screen, but in this case is in the form of a mouse 1 12, arranged to allow a user to generate an input to the processor 108.
  • the processor 108 is arranged to control the display 1 10 to display, as well as the images of the probe area 201 and bars 202 described above, an arrow or other direction indictor 204, the direction of which can be selected by a user via the user input 1 12.
  • the direction indicator 204 is arranged to indicate a direction relative to the image of the probe 201. In this case this is achieved by displaying the arrow 204 next to a further image 206 of the probe 101.
  • the arrow can be shown, for example, under the image 201 of the probe on which the bars 202 are displayed.
  • the direction of the arrow 204 is arranged to be varied in response to user inputs, so that the user can select manually the direction that it indicates relative to the image of the probe 201.
  • the user inputs may be provided, for example, by a 'click and drag' operation of the mouse 1 12, or by touching the touch screen if one is provided.
  • the processor 108 is then arranged to determine the position and orientation of the probe relative to the heart as described above, and from those data and the direction of the direction indicator 204 as selected by the user, determine the direction of progression of the activation relative to the heart at the position of the probe 201.
  • the processor is arranged to display this direction, for example as an arrow, on the image 200 of the heart in a similar manner to that shown in Figure 3, at a position on the image 200 of the heart corresponding to the position of the probe 101 on the heart. As the probe is moved around the heart, the direction of propagation at each position on the heart is recorded and displayed until a large enough area of the heart is covered.
  • direction of motion is shown in the form of graduated coloration of the heart surface, as shown (in greyscale) in the right hand side of Figure 1 and in Figure 2.
  • the area of the image is divided up into a series of separate areas with dividing lines between the areas extending perpendicular to the direction of travel of propagation.
  • the colour graduations can be made to progress across the surface of heart in time . Conveniently these graduations could be a cyclic usage of a single colour map which progressed from a first colour gradually to a second colour and then gradually back to the first colour.
  • the direction of progress of the activation across the heart can determined by the processor, using a variety of techniques that will be described in more detail below, and displayed to the user, for example using an arrow to indicate the direction, for example as shown in Figure 3.
  • the step of acquiring the data is the same as described above with the probe 101 being moved to different areas of the heart and electrogram data acquired and stored for each area.
  • the processor is arranged for each position of the probe 101 to analyse the electrogram signals acquired over a period of time, and determine from them the direction of progression of the activation in that position.
  • the system is arranged to include further steps to assists in the determination of the predominant direction of wavefront progression. These steps include further computations which the computer is arranged to perform and which are arranged to analyse the electrogram data in more detail.
  • the signals from each electrode after being filtered as indicated in Step 2c, are summated into a single consensus signal expressing the commonality of behaviour over the entire multi-electrode array.
  • the process for this is an arithmetic mean.
  • the calculation of the mean is weighted by a value that describes the signal-to-noise characteristics of each site .
  • the process of the 15 th activation involves a peak value at one site (let it be called s i) 5 milliseconds before the peak value at another site (s2), and 10 ms later a third site (s3) achieves peak value, and the consensus average waveform has a peak value at 7 ms after s i which is denoted the tconsensus l 5 .
  • the time of peak at s i denoted t s i l 5 , is -7 ms.
  • t s2 15 is -2 ms
  • t s3 15 is +8 ms.
  • the standard deviation, or other similar statistical measure of spread, of t s in gives an indication of how stable is the timing of activation of site s i within the set of sites.
  • the variance defined as the square of the standard deviation, is a another statistical measure which can be summed or averaged across sites to provide a single consolidated index covering all sites.
  • the average stability of all sites can be given by the sum of the variances of t s in, of t s2 n and of t s3 n. A high value of this sum of variances indicates poor consistency of the timings of activations in this region. A low value indicates high consistency.
  • the 3 ⁇ 4 ⁇ values where j is the site number and n is the activation number, are considered a j xn matrix.
  • t sj n represents the value of t Sj at the n'th activation.
  • Activations n l and n2 that are similar to each other in direction of wavefront propagation will have similar values of t Sj n l and t Sj n2 across all values of j , i.e. across all sites .
  • the system is arranged to calculate the sum of squares term
  • the system is arranged to display graphically for the operator an image of the heart with an indication, at each site at which data has been acquired, of the degree to which the activations at that point are homogeneous versus inhomogeneous.
  • This indication may be displayed on the surface of an image of a view of the 3 dimensional heart, coded by colour, brightness, transparency, stippling or cross-hatching.
  • a number or other symbols could be written onto the surface .
  • a bar, line, or other structure can be drawn extending from the heart (or projecting into the chamber if the view is from the interior), whose size or other characteristic conveys this information. This allows the operator to rapidly identify homogeneous areas during the clinical procedure in real time .
  • the system is arranged to automatically determine the direction of propagation in the region covered by the multipolar electrode using information on the 3 -dimensional location of each site obtained by methods described above .
  • the direction of activation is estimated by assuming that there is a uniform conduction velocity in the region.
  • a function where activation time T varies linearly with position is then fitted to the actual activation times.
  • the overall velocity is then (a 2 + b 2 ) 1/2 .
  • the values of a and b are chosen, by one of many methods well known to those skilled in the art, to minimise the discrepancy between T(x,y) and the actual measured activation times at each site on the catheter.
  • This process of choosing a and b to find a best fit activation timing function may occur separately for each activation wavefront (permitting direction to be independently stated for each activation).
  • the activations may be assembled into groups by the method described above as "grouping of similar activations" .
  • grouping of similar activations Within each group of similar activations, the direction of travel of the wavefront is relatively consistent, compared with the degree of consistency of all activations together.
  • a single T function ie a single pair of values for a and b, is obtained for the entire group of similar activations, even if these activations are not sequential.
  • first, sixth and eighth activation are of grouped as similar, and the second, fifth and ninth are also grouped as similar, with the others not grouped, then there would be one T function for activations 1 , 6, 8 and another for activations 2, 5, 9, and individual T functions for the other beats.
  • One method of finding the best fit timing function involves a 'least squares best fit' process of choosing a and b is to minimise the sum of the squared error across the cardiac sites (and across the activations if more than one is being considered), between T(x,y) and the actual activation times for that activation or group of similar activations.
  • this process is to minimise the value of the following formula
  • the system is arranged to calculate the direction of activation by calculating the gradient of the T function.
  • the computer is then arranged to display for that site on the heart, graphical information that conveys to the operator:
  • this is in the form of one or more arrows.
  • Properties of the arrow (such as colour, length, boldness, transparency, degree of elevation from the surface, nature of "head” and “tail” elements) may convey the information elements listed above.
  • direction of motion is shown in the form of a series of curves which, advantageously, may migrate progressively across the region of the heart. This depiction, whether static or moving, is readily perceived by a human operator as indicating direction of activation. Multiple activations can be displayed simultaneously and, advantageously, may be displayed in separate colours.
  • direction of motion information is conveyed by a synthetic pattern of moving dots that travel across the surface of the heart in a pattern corresponding to the set of velocities identified in the steps above .
  • a synthetic pattern of moving dots that travel across the surface of the heart in a pattern corresponding to the set of velocities identified in the steps above .
  • a number of dots such as 20 could be created within a circular disc-shaped region representing the position of the catheter.
  • Ten would be in a continuous left -to-right movement pattern, with the proviso that when they reached the right edge of the disc they would disappear and reappear at the left.
  • Five would similarly move in a top-to- bottom direction. The remaining five would then move according to the patterns of the individual (non-grouped) activations observed at that point.
  • dots which represent large groups and/or strong consistency within a group and/or a high degree of fit to the T function may be advantageously displayed larger or in a more intense colour.
  • dots which represent individual non-grouped (ie inhomogeneous) activations could be shown smaller and/or in a faint colour.
  • a pattern of regular activation such a sinus rhythm would manifest as bright, large dots moving in a consistent pattern all over the heart; in contrast, a pattern of totally irregular activation would manifest as small grey dots moving in an inconsistent pattern, crisscrossing each other, ever the whole heart.
  • a pattern of a focal (or rotating) origin of arrhythmia surrounded by irregularity would manifest as a region of large bright dots moving in a roughly circular pattern in one area interspersed with occasional small dots moving in inconsistent directions. Progressively further away from the origin of the arrhythmia, there would be greater intrusion of the non-grouped dots, until at some distance away the non-grouped dots are the overwhelming majority.
  • the operator can appreciate the pattern as it is assembled from acquisitions at different sites in the heart, in a manner akin to appreciating the pattern of a jigsaw from pieces if their correct location is known.
  • This display method uses to advantage the highly evolved brain function of seeing patterns in moving dots even in the presence of some dots moving inconsistently.
  • the direction of the wavefront can be determined by using multi-electrode mapping as described above if the 3D location of the electrodes and the activation time is known.
  • Figure 3 illustrates one example of how this can be represented on a 3D image of the chamber.
  • the technique for targeting the focal/rotor source using this technique would be taught as a part of a training course in interpretation of these organised fibrillatory activation maps.
  • a standardised shape is displayed which approximately represents the geometry of the catheter, and the direction of propagation is displayed on that standardised shape in any of the ways described herein.
  • This can be similar to the display shown in Figure 6 in which the probe shape is shown as a simple disc, but where the probe shape is more complex it can be represented as a 3D shape . This permits activation to be mapped within the local area of the catheter without the apparatus requiring information the 3-dimensional localisation of the electrodes.
  • the human operator can interpret the display of the direction of propagation on the standardised image of the catheter in light of the appearance, and the position in the x-ray image, of the catheter.
  • the system is arranged determine the direction of propagation in one position, or a group of positions, on the heart at each of a series of sample periods. It is the arranged to store the determined directions as a set of propagation direction data, and analyse that data and generate a display based on the analysis.
  • a series of propagation samples are stored, each one having a direction of propagation and a strength (for example as determined from the amplitude of the electrode signal variation) associated with it.
  • Each of these samples can be displayed on a polar plot as shown in Figure 9, with the direction indicated as the direction from the origin and the strength as the distance from it.
  • This data can also be displayed as a polar histogram or rose plot as shown in Figure 10.
  • the plot can be displayed as a stand-alone display.
  • the plot can be displayed superimposed on an image of the heart or part of the heart at a position to indicate the position in the heart to which the data relates.
  • Several plots can be displayed at respective positions on the image of the heart, or part of the heart.
  • the system is arranged to calculate interpolated signal features on a finely spaced grid, conveniently a square grid with spacing 0.5 mm in each direction.
  • the processor is arranged to achieved this by cubic spline interpolation of the signal features obtained at each electrode position across the heart surface, or across a flat two dimensional representation of the electrode positions in relation to each other.
  • This data structure is plotted as a surface or as a wireframe mesh.
  • the interpolated signal characteristic is used to set the colour of the mesh at that point or its notional elevation in the third dimension. Since a new set of interpolated values is calculated, and a mesh is drawn, for every instant in time (e.g. every signal sample period), the values for each sample period can be displayed in sequence such that the appearance gained by the observer is of a continuous movie, indicating the progression of wavefronts across the region being studied.
  • the signal characteristic being plotted can be the spatially interpolated voltage at that position at that instant in time, as shown in Figure 10.
  • the characteristic may be the voltage after it has undergone a transformation to its absolute value, square root of absolute value, absolute value raised to a fixed power such as 0.5 or 2, or sign multiplied by the square of the absolute value (which resembles the square root transform but preserves the sign) .
  • the rotor mapping methods described above can be performed using any suitable multi-electrode catheter.
  • the catheter is constructed of a hollow shaft 300 with an expandable mapping lattice 302 mounted on its distal end 304.
  • the lattice is formed of filaments or elements 303 and is deformable, but can form a substantially spherical surface as shown in Figure 7c, with its inner end 306 and outer end 308 separated by an intermediate distance .
  • the inner (proximal) end 306 is attached to the distal end of the shaft 300, which is hollow, and its outer (distal) end 308 attached to the distal end of an inner shaft 3 10 which extends through the hollow shaft 300 and through the interior of the lattice 302.
  • the inner shaft 3 10 can be moved longitudinally through the hollow shaft 300 to vary the shape of the lattice 302 by means of handles on the ends of the shafts.
  • the lattice 302 can be collapsed into a generally flat circular shape by pulling its outer end 308 towards its inner end 306 as shown in Figure 7b, or extended into an elongate shape by pushing its outer end 308 away from its inner end 306 beyond the position shown in Figure 7c.
  • Electrodes 3 14, 3 16 are mounted on the hollow shaft 300 spaced from its distal end 304. The voltages from these electrodes are used to provide the reference voltage for the unipolar electrogram.
  • the flexible lattice probe is specifically designed to collect electrical data from the heart for the purposes of applying the algorithms for interpreting irregular activation patterns.
  • the lattice 302 is made from nitinol, but other materials, such as other compressible or "memory" materials suitable for use within the heart can be used.
  • the lattice may be disc shaped in the collapsed condition, or polygonal (such as square, pentagonal or hexagonal) . In this state it can be pressed up against the cardiac wall. Due to its compressible nature will not cause injury to the cardiac wall.
  • Electrodes 3 18 are supported on the lattice 302 and placed in such a manner around the lattice on its front surface 320 that faces away from the catheter sleeve 3 12, its rear surface 322 which faces back towards the sleeve 3 12, and its peripheral surface 324 which faces radially outwards.
  • the electrode array enables electrogram data to be collected from the cardiac wall, regardless of which surfaces of the lattice are touching the wall.
  • Each of the electrodes is electrically connected to a respective connector that extends through the hollow shaft 300 so that the electrical potential at each of the electrodes can be detected and input to the computer 104 for analysis as described above.
  • the lattice can be pushed up against the heart wall to record from its front surface 320 or into the pulmonary veins/superior vena cava/coronary sinus to record from its outer surface 324 or pulled back against the septum to record from its rear surface 322.
  • the electrodes 3 18 are positioned so that when the lattice is stretched out in its fully extended position it can be safely inserted into an outer sheath 3 12 without damaging the electrodes 3 18, lattice 302 or sheath 3 12.
  • the catheter is arranged to be supplied pre-packaged in its linear, stretched conformation with the lattice 302 stretched out so that it can fit within the sheath 3 12 which is passed into the heart by standard methods well known to those skilled in the art.
  • the lattice probe 302 is pushed out of the sheath 3 12 and the inner shaft 3 10 is pulled to move the distal end 308 and proximal end 306 closer together which extends and opens the elements or splines of the lattice 302 outwards to form the collapsed discoid conformation.
  • mapping lattice 302 This causes the slender individual lattice elements 303 of the mapping lattice 302 to open out into an extended conformation as shown in the end-face view in Figure 7a and side view in Figure 7b.
  • the mapping lattice 302 has electrodes on both front 320 and back 322 faces and also on the outer periphery 324.
  • the catheter is steerable, for example using pull wires in the inner or outer shafts 3 10, 300 or in the sheath 3 12 controlled by a mechanism in the handle of the shaft or the sheath.
  • the clinician uses this steering system, as well as pulling and pushing, and manipulation of the outer catheter, to move the lattice probe 302 into contact with the internal wall of the heart as is well known by those expert in field.
  • the shape of the mapping lattice is made to conform more closely to the shape of the wall, so that there is efficient contact across the contact surface .
  • the operator withdraws it slightly to bring it off contact with the wall, and then spins or deflects the tip to another location, or redirects the sheath taking the catheter with it.
  • the computer 104 controls the display 1 10 to show the operator visually the patterns of activation locally in an easily interpretable manner as described above. By steps such as these, the walls of the atrium can be mapped, with the ability to give special attention to areas which are showing patterns suggesting the origin of pathological rhythms.
  • the catheter is removed from the patient by first pulling the hollow shaft 300, which causes the mapping lattice 302 to return into its linear conformation, and then withdrawing it through the outer sheath 3 12.
  • the catheter described above has various specific features which are desirable for rotor mapping. These include a high density of electrodes on a soft compressible lattice lobe which enables high resolution mapping, and the fact that all surfaces have electrodes to enable data collection from any orientation.

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Abstract

Apparatus for monitoring activation in a heart comprises a probe (100), a plurality of electrodes (101, 102) supported on the probe and each arranged to detect electrical potential at a respective position in the heart during a series of activations, and processing means (104) arranged to analyse the detected electrical potentials to identify a propagation direction of the activation, and to generate an output indicative of that direction.

Description

Image Display Interfaces
Field of the Invention
The present invention relates to the detection and pictorial representation of cardiac activation, and in particular of the progression of activation through the heart. It has application in locating sites suitable for ablation therapy, for example to cure atrial fibrillation.
Background to the Invention
Irregular heart beat (arrhythmia) is commonly treated with ablation therapy in a cardiac catheter laboratory. A method is needed to identify where the ablation therapy should be delivered, in order to cure the arrhythmia without having to ablate an unnecessarily large amount of the heart. Parts of the heart become electrically activated in sequence. In health, this is an orderly and normal sequence, proceeding from the sinus node, through regions of the atrium in a stereotyped pattern. In this type of activation each point on the heart has a well defined propagation direction in which the activation progresses as it passes that point. In arrhythmias, the sequence is not normal. The abnormal sequences may be of two categories: those that show a surface ECG pattern that is obviously regular and repetitive, or those that appear to be irregular and do not show a simple repeating pattern.
Fibrillatory electrical activation of the myocardium is one of the most common causes of cardiac morbidity and mortality. It can affect either the atrium (atrial fibrillation) or the ventricle (ventricular fibrillation) . Mathematical modelling and in-vitro studies have suggested that fibrillatory electrical activation can often be driven by electrical rotors (Skanes AC, Mandapati R, Berenfeld O, Davidenko JM, Jalife J. Spatiotemporal periodicity during atrial fibrillation in the isolated sheep heart. Circulation 1998;98 : 1236-48) and that a small number, for example one to three, of such rotors may be sufficient to maintain fibrillation in the human heart. If the origin of these rotors can be identified and targeted for treatment, then it may be possible to prevent the death and suffering caused by fibrillatory electrical activation. Atrial activation during human atrial fibrillation is not identical between different patients. It can be anywhere on a spectrum between completely organised to highly disorganised activation (Kanagaratnam P, Cherian A, Stanbridge RD, Glenville B, Severs NJ, Peters NS Relationship between connexins and atrial activation during human atrial fibrillation. J Cardiovasc Electrophysiol. 2004 Feb; 15(2):206- 16). The current state of the art is that, using multi-electrode catheters, it is possible to map the activation sequences using isochronal mapping, ie mapping of the timing of activation over the cardiac surface with points which activate at the same time being identified, eg by the same colour. However this is time-consuming and needs careful expert assessment of each electrogram and comparing it to neighbouring electrograms in order to identify the local activation time and produce an isochronal map. Despite the use of isochronal mapping for human atrial fibrillation using epicardial multi- electrodes catheters for many years, there is no method for identifying rotors that can be implemented to operate satisfactorily in independent hands.
There are several possible explanations for this. First, most techniques have not been able to map the whole chamber with sufficient resolution. Second, it has been assumed that complete rotors will be visible continuously over many seconds or minutes, and remain in the same location. Unlike the mathematical models, human myocardial activation near the refractory period results in wave breakage that distorts the appearance of potential rotors. This makes them hard to locate.
Figure 1 illustrates the current state of the art using current isochronal mapping methods. A multi-electrode catheter is placed at a location on the endocardium, and is used to map sequential time-windows using the isochronal activation method. Each small circle in the inset is a colour-coded time map of one passage of a wave over that region of the heart, or one "episode" . For example, in the top circle 10, the colour zones are the progressive positions of one wavefront as it passes over that region in the first such episode . It so happens that the wavefront in the next episode, depicted in the circle 12 below, also passes in the same direction and therefore its colour time map is similar. The third episode, however, (third small circle 14) is composed of a wavefront that arrives from a different direction (bottom right) and travels towards the top of the circular region, and therefore has a different arrangement of colours on the time map. In this example, the fourth episode, shown in circle 16 happens to be a non- uniform activation sequence in which wavefronts arrive from different directions and become extinguished in the central region of the circle . The fifth episode 18 is similar to the first two. This technique is well established and described in Kanagaratnam et al. After a series of waves have been mapped, the operator can identify the episodes and form a view as to the predominant direction of propagation of wavefronts in each region, having set aside the wavefronts that are non-uniform in direction. This process of first identifying uniform activation episodes, and then collating their most common activation direction, as shown schematically in Figure 2, can be used to determine the preferential uniform activation direction. This can then be repeated at multiple locations around the atrial endocardium until a preferential uniform activation map is created for the entire chamber, as shown in Figure 3. If this is were practicable, it might in principle reveal the source of the rotor. However, this technique is not practical to use in real life, because each wave may take several minutes to map and validate . Producing a preferential uniform activation map of the entire chamber may need several hundred waves to be analysed, which might take hundreds of hours using the current state of the art. This is not realistic for human patients undergoing clinical procedures.
We have previously disclosed in WO 2008/13573 1 a method and apparatus for generating a model of a cardiac surface with a plurality of electrogram voltages visualised upon it that permits, for a range of regular arrhythmias, the ready perception by the observer of the progress of activation around the heart. In brief, a series of short recordings of electrical voltage are acquired, one after the other, from different positions in the heart. Each acquisition takes place by pressing a contact catheter against one part of the heart, and making simultaneous recordings of both the voltage time course at that point and of the surface ECG. The surface ECG of the patient is a repeating pattern which in these arrhythmias is stereotyped between one beat and the next. Likewise the recording from any particular location on the heart is also repetitive. This repeating nature permits all the individual recordings to be time-aligned against the surface ECG recordings, to provide a display of electrogram voltages from multiple sites at corresponding time points in the cardiac cycle. WO2008/13573 1 describes how these multiple recordings could be processed automatically without human intervention and then displayed with no delay, to form a progressively more rich display as the procedure continues and more data is available, giving a pictorial representation which doctors in the electrophysiology lab can interpret easily during the procedure to guide therapy in real time .
However, the irregular category of arrhythmias: those that do not show an obviously regular repetitive pattern in the surface ECG, are harder to characterise. The paradigm case of such an arrhythmia is atrial fibrillation. The method of WO 2008/13573 1 is not applicable to this category of arrhythmias because the fundamental requirement of a regular surface ECG is violated, and therefore synchronization cannot be achieved.
It is taught in Kanagaratnam et al that multi-electrode mapping is possible in chronic atrial fibrillation but it is time consuming and reveals a mixture of uniform and nonuniform activation. It has been taught in Narayan et al (Narayan SM, Krummen DE, Shivkumar K, Clopton P, Rappel W, Miller JM, MDTreatment of Atrial Fibrillation by the Ablation of Localized Sources CONFIRM (Conventional Ablation for Atrial Fibrillation With or Without Focal Impulse and Rotor Modulation) Trial. J Am Coll Cardiol 2012;60: 628-36) that it is possible to ablate at particular locations based on a circular pattern of motion of wavefront. The underlying process in atrial fibrillation is in many cases a "rotor", namely a sequence of electrical activation that is not composed of a single ring of activation, but a spiral arm in which activation spreads along a broad front, changing direction continually. The method proposed by Narayan et al to detect this pattern of activation is a series of contact electrodes placed in the atrium simultaneously, thus removing the requirement for a repetitive signal for synchronization of multiple short recordings. Narayan et al achieves this end by recording from all sites simultaneously.
One disadvantage of the Narayan approach is the requirement for complex, expensive, non-reusable equipment to be consumed for each patient that has no other application. Moreover, it does not allow intensification of focus in areas of special interest due to insufficient resolution.
A second disadvantage of the Narayan method is that it replaces the raw signals with a synthetic signal which is based on a standard fixed template of an idealised activation signal, distorted in the temporal direction in accordance with the local interval between supposed activations. The user sees on the screen the time courses of these synthetic signals (rather than direct observations from the patient). This is disadvantageous because in reality the voltage pattern of activation may vary significantly from site to site in the heart, and may also vary significantly between time to time . The automatic process of determining the onset of each activation episode is fallible, and when it misdetects the timing, such an error is forced to propagate throughout all future levels of processing. The reason for this that the Narayan method replaces the raw signal with the synthetic template-based signal, after which the user and indeed the later automatic processing has now been fed incorrect information but with no easy means to recognise that this information is incorrect. The user would have to attempt to recognise the error from the inconsistency from one site to another in activation timings, which is a difficult high-level skill and may be impossible especially in difficult clinical cases. More importantly, any automated process operating on such synthetic signals is severely handicapped because important information regarding reliability of activation time has been deleted and replaced with falsely-convincing synthetic data.
Summary of the Invention
The present invention provides apparatus for monitoring activation in a heart, the apparatus comprising a probe, a plurality of electrodes supported on the probe and each arranged to detect electrical potential, for example at a respective position in the heart during a series of activations, and processing means arranged to analyse the detected electrical potentials, for example to identify a propagation direction of the activation, and optionally to generate an output indicative of that direction. The direction may be the only direction of propagation detected, or it may one of two or more detected directions. For example it may be a predominant direction of propagation.
The processing means may be arranged to analyse the detected potentials to determine at least one further parameter of the activation. The output may be dependent on the further parameter. For example the at least one further parameter may include the consistency of the direction of propagation of the activation. The consistency may be measured, for example by calculating a variance, or some other measure of variability, of the direction. The variance or variability may be over time, or over position, for example over the electrode sites. The at least one further parameter may include a further direction of propagation of activation. For example this may be a subsidiary direction of propagation.
The apparatus may further comprise display means. The processing means may be arranged to control the display means to generate a display indicative of the direction or directions.
The processing means may be arranged to analyse detected potentials for a plurality of positions of the probe in the heart. The processing means may be arranged to control the display means to indicate simultaneously the direction of propagation at each of the positions of the probe .
The display means may be arranged to display a representation of the heart and to indicate the direction of propagation of the activation at a position, or positions, on the representation corresponding to the position, or positions, of the probe in the heart.
The control means may be arranged to control the display means to display a representation of the probe . The control means may be arranged to control the display means to indicate the direction of propagation relative to the probe, for example on the representation of the probe.
The apparatus may further comprise an imaging system, such as an X-ray system, arranged to display an image of the heart and the probe .
The display means may be arranged to indicate the direction of propagation by displaying a plurality of image objects moving in a corresponding direction on the display. The image objects may be dots, which may be round or square or of any other shape. The objects may have one or more parameters, such as size, colour, intensity or shape, which may be selected dependent on a parameter of the activation, such as the consistency of the direction of propagation. It is an advantage of this method of display that two or more directions of propagation can be shown at the same time in the same area. Alternatively the direction of propagation may be indicated by means of arrows or other suitable indicators. The probe may comprise a lattice support structure, a plurality of electrodes supported on the lattice structure, a shaft connected to a first point on the lattice structure, and a control member connected to a second point on the lattice structure and movable relative to the shaft so as to vary the shape of the lattice structure.
Indeed the present invention further provides a probe for detecting electrical potentials at a plurality of positions in a heart, the probe comprising a lattice support structure, a plurality of electrodes supported on the lattice structure. The probe may further comprise a shaft connected to a first point on the lattice structure, and may also comprise a control member connected to a second point on the lattice structure. The control member may be movable relative to the shaft so as to vary the shape of the lattice structure.
The probe may further comprise a sheath. The shaft and lattice structure may be movable into the sheath so that the lattice structure can be inserted into the heart. The shaft and lattice structure may be movable out of the sheath so that that the lattice structure can be placed in contact with the heart.
The lattice structure may be hollow. The control member may extend through the lattice structure. The first and second points may be on opposite sides of the lattice structure.
The control member may be arranged to change the shape of the lattice structure between a plurality of different shapes or conditions. One shape may be a substantially flat operational shape or condition. One shape may be an elongate storage shape or condition.
In the flat operational condition, the lattice may have a front surface, and it may have a rear surface, and it may have a periphery. Each of these, if present, may have some of the electrodes on it.
The lattice structure may be formed of a plurality of filaments.
The present invention further provides apparatus for monitoring activation in a heart, the apparatus comprising a probe, a plurality of electrodes supported on the probe and each arranged to detect electrical potential at a respective position in the heart during an activation, and processing means arranged to process the detected electrical potentials and control the display means to display an image showing variation in the potentials with time during an activation event. The processing means may also be arranged to control the display means to display a direction indicator arranged to indicate a direction of propagation of the activation event, at the position of the probe, relative to the probe, wherein the direction of the direction indicator is adjustable in response to a user input. The processing means may also be arranged to determine the position of the probe relative to the heart, and to determine therefrom the direction of the propagation, at the position of the probe, relative to the heart.
The display means may be arranged to display an image of the heart, and to display a further direction indicator arranged to indicate the direction of propagation relative to the heart.
The processing means may be arranged to determine the direction of propagation relative to the heart for each of a series or sample periods, and to display simultaneously a direction indicator for each direction of propagation. The display means may be arranged to display the direction indicators at respective positions on the image of the heart corresponding to the position of the probe on the heart during the relevant sample period. By addressing specifically episodes of uniform activation, and ignoring the episodes of non-uniform activation, it may be possible to reconstruct the origin of a rotor. This can remove the difficulty of interpreting disorganised activation.
Some embodiments of the invention may provide an apparatus and method for preserving the temporal and amplitude detail of the raw electrogram data, and yet going beyond uniform activation to develop maps for use in the therapy of irregular activation such as fibrillation.
The method may analyse simultaneously parallel streams of data from multiple electrodes, which conveniently may all be mounted on a single multi-electrode catheter (many designs of which are known to those skilled in the art), to visualise activation direction in real time during the procedure .
The processing means may be arranged to determine the direction of propagation relative to the heart for each of a series of sample periods. The processing means may be arranged to control the display means to show the distribution of the directions of propagation. The processing means may be arranged to determine the direction of propagation for each sample period at each of a plurality of positions. The display means may be arranged to display a distribution at each of a plurality of respective positions on the image.
The processing means may be arranged to determine from the detected potentials interpolated values of at least one parameter of the detected potentials at positions having a spatial resolution which is finer than the spatial resolution of the electrodes. The processing means may be arranged to determine a direction of propagation at each of said positions. The positions may be on a regular grid.
Some attributes of preferred embodiments of the invention are that they do not require the observer to individually assign activation times at each location for each wavefront from the individual electrogram traces, nor do they replace raw data with synthetic templates constructed to look like idealised electrograms. Instead, the observer can, with some embodiments, determine visually without prior manual processing whether activation is uniform and at the same time assess the direction of activation. This process can be automated. At the same time, the 3D location of the electrodes can be available by any of several methods known to those skilled in the art. Combining the predominant direction of propagation of activation, with spatial location of the electrodes, permits automatic development of a map of movement of activation, with preferential emphasis given to uniform (more informative) activation over non-uniform (less informative) activation sequences, even when uniform and non-uniform activation episodes are intermingled in rapid succession.
The system may further comprise any one or more features, in any combination, of the embodiments of the invention which will now be described by way of example only with reference to the accompanying drawings. Brief Description of the Drawings
Figure 1 is a schematic view of a known system for indicating activation propagation direction;
Figure 2 shows schematically a further display on the known system of Figure i ;
Figure 3 shows a further image displayed on the system of Figure 1 ;
Figure 4 is a diagram of a system according to an embodiment of the invention;
Figures 5a, 5b, 5c and 5d are time plots of signals from an electrode in the system of Figure 4 after various different processing steps;
Figure 6 is a schematic representation of a display generated on the system of Figure 4;
Figures 7a, 7b and 7c are different views of a probe forming part of the system of Figure 4;
Figure 8 shows an image displayed in a further embodiment of the invention;
Figure 9 is a plot of propagation direction data accumulated over time;
Figure 10 is a polar histogram of the data of Figure 9; and
Figure 11 is a 3D plot of interpolated electrode voltage data displayed in a further embodiment of the invention.
Referring to Figure 4, a cardiac monitoring system according to an embodiment of the invention comprises a catheter 100 having a probe 101 at one end with a set of electrodes 102 located on it. Each of the electrodes 102 is connected independently through the probe catheter 100 to a computer 104 which is arranged to acquire, store and analyse the voltages detected by the electrodes 102. Specifically the computer 104 comprises a memory 106 and a processor 108. The processor is arranged to sample the voltages detected by the electrodes 102 at a regular sample rate and store the values of the sampled voltages in the memory 106, and then to analyse the stored voltage values so as to analyse the activation of the heart in the area contacted by the probe 101 . Specifically the data can be analysed to identify focal targets within areas of irregular activation. The processor 108 is arranged to generate from the sampled voltage data, an image data set which it then provides to the display screen 1 10 which displays an image showing the activation pattern in the heart so that a user can interpret it. The probe 101 can be moved from region to region within the heart to focus attention in the regions where the targets are suspected.
The catheter 100 can be of any suitable design, many of which are commercially available catheters. The data acquisition, data processing, and image display will now be described in more detail. The processor is arranged to perform each of these steps. For any particular position of the catheter 100, a stream of raw signal data is acquired from each of the numerous electrodes 102 of the catheter. The position of each electrode 102 is known through one of a variety of methods well known to those skilled in the art, such as those marketed as CARTO™ or NavX™. The following steps are then carried out by the system under the control of the processor 108. They are described here in sequence but they can occur almost simultaneously so that the operator sees the activation pattern at any position of the catheter 100 after only a minimal delay, for example less than a second.
In Step 1 the electrical data is acquired. Advantageously in Step 1 the catheter 100 and computer 104 are arranged to acquire unipolar electrogram data. A standard definition of unipolar electrogram data for a particular site is the potential difference between an intracardiac electrode at that site and a reference potential, for example at Wilson's central terminal, or any other combination of skin surface electrodes. Alternatively, a unipolar electrogram can be defined as the potential difference recorded between an intracardiac electrode and an electrode placed within the body at a site outside the heart, for example in the inferior vena cava, a large vein adjacent to the heart in which an electrode can very conveniently be located. Therefore a further electrode, not shown, is also provided and connected to the computer to provide the reference signal in known manner.
Less advantageously, bipolar electrogram data can be used, being defined as the potential difference between two intracardiac electrodes. The disadvantage of bipolar electrogram data is that it necessarily contains information from two sites, intermingled, which has two undesirable consequences. First, when a deflection in voltage (for example, positive) arises on a bipolar electrogram, it is not possible to know automatically whether this is caused by a rise in voltage at one site or a fall in voltage at the other site. Second, if a wavefront travels on the surface of the heart in a direction perpendicular to the line joining the two site, they will be activated essentially simultaneously, producing very similar voltage disturbances at the two electrodes such that the net difference between them, which is the bipolar electrogram, may register almost no disturbance despite the very clear event occurring.
Whether unipolar or bipolar electrogram signals are used, the signal from each electrode (or electrode pair) is sampled at a regular sample frequency and the sampled values stored in memory for analysis. In Step 2, the electrogram data obtained in Step 1 is processed to enhance the features relating to local activation and de-emphasise the features relating to distant activation. Due to the irregular nature of atrial fibrillation and the relatively small amplitude of the signal that is desired to be enhanced, this is an imperfect process and the existence of this step will not result in a perfectly clear signal of local activation.
Step 2 consists of one or more of a family of processes broadly described as filtering. In this step, the morphology of the electrograms is altered substantially. A variety of filtering algorithms are well known to those skilled in the art. It is possible to apply one or more in sequence, using software programs coded operating on the microcomputer system 104 as in this embodiment. In other embodiments the processing is performed by hardware circuitry specifically designed or customised for filtering, known as digital signal processing hardware . A series of considerations are taken into account in selecting the algorithms applied in step 2. Some filters have a feature of latency or delay. This is because their algorithm requires that they combine information from a long sequence of data elements to obtain the result for any time point. As an example, one possible filtering algorithm would be to take the arithmetic mean of the last 100 milliseconds of input data (ending at the current instant in time) to be the value of the output at the current instant in time. The effect of this is to introduce a delay of approximately 50 milliseconds into the data because when processing an input that is composed of infinitely long sequence of zero values with a single "one" value at time T, the output would be zero until time T, and then rise suddenly to a value of T/N (where N is the number of samples occurring within 100 milliseconds), and then remain at that level for 100 ms, before falling back down to zero. The net effect is an elevation in output during the time from 0 to 100 ms, whose centre time is 50 ms. An additional effect is that until 100 ms of input is available, valid output is not available . It is desirable that the filters in this disclosure do not introduce a long delay. This is achieved by ensuring that they do not require a long period of data before they can begin to produce output.
In this embodiment, Step 2 consists of three parts as shown in Figures 5a to 5d.
Figure 5a shows the raw data from one electrode with unipolar voltage on the vertical axis and time on the horizontal axis. In Step 2a, generally undesirable features of the signal are removed, resulting in a signal as shown in Figure 5b. In particular the large, low frequency components of the signal, and high frequency 'noise' are removed. This is commonly achieved with a bandpass filter, of which there are many designs known to those skilled in the art, and which preserves signals whose frequency is within a band of frequencies, while de-emphasising frequencies higher or lower than that band. For a unipolar electrogram, it is convenient for the bandpass filter to pass frequencies of 0.5 - 500 Hz. For a bipolar electrogram, while conventional frequencies are 30-500 Hz we have found it advantageous, considering the subsequent processing described in the following steps, to use a bandpass filter of 100-2000 Hz.
In Step 2b, the signal is converted into a purely positive signal by converting all negative values into corresponding positive values, a process known as rectification, to produce the result shown in Figure 5c. In this embodiment this is done with the absolute value function, y=abs(x). In an alternative embodiment, this is achieved with the square function, y = x χ x. In Step 2c, the signal undergoes a further stage of filtering, which is low-pass filtering. This type of filtering is designed to blur the boundaries between the individual upward spikes during one activation sequence produced in 5c, so that the temporal region of activation is very distinct from the temporal region of no activation. This produces a smoothed trace, as exemplified in Figure 5d. A variety of such filters are possible. In some embodiments this is achieved using a moving average filter. In this embodiment, this is achieved using convolution with a pattern that has a progressive rise and fall, such as the Hanning window function with duration conveniently chosen to be approximately the duration of an activation sequence . In an alternative embodiment, this is achieved using a Laguerre function. After each of these steps has been completed, the result is a set of data for each electrode recording values of the filtered and rectified electrical potential signal at a set of time points, and how it changes as a function of time . Each of these data sets defines a rectified and filtered signal for the respective electrode, and these signals can be displayed and analysed in various ways as will now be described.
In Step 3 the signals produced by Step 2c, and shown in Figure 5d, are displayed on the display 1 10 to allow the operator to instantly appreciate the progression of activation across that region of heart. This may vary between one episode and the next. The operator will be able to appreciate which is the predominant direction of progression. The catheter can then be moved to a new location, and again within a few seconds a new pattern of progression observed, and the new direction determined by the operator. By moving the catheter around the heart chamber in this manner, the operator can determine the predominant direction taken by the wavefronts across a region of heart chamber which is much larger than the size of the multi-electrode catheter itself. The display can be provided in a number of different ways, which in this embodiment are available as different display modes. Referring to Figure 6, in the simplest display mode, the variations over time in the signals from the electrodes on the catheter are simply indicated for each position of the probe in the heart, and the operator retains this information mentally using no further system support. In this mode the signal at each of the electrodes 102 from the catheter are displayed at a 3D co-ordinate on a 3D representation 201 of the catheter corresponding to their actual position on the catheter 100. The voltage at each electrode 102 is displayed simultaneously as a dynamic bar 202 the length of which varies with time as the voltage varies. The numerical value of the voltage can undergo a logarithmic conversion to enable small signals to be seen as clearly as large signals. This allows the user to see uniform activation wavefront as the bars will move sequentially across the 3D representation. Figure 6 shows how the display might vary over a set of 15ms time intervals as an activation wave moves past the probe 101. In fact, as shown in Figure 6, the representation of the probe is essentially flat and two- dimensional which is sufficient if the probe is arranged to contact only a relatively small area of the heart. This allows the lengths of the bars indicating the voltages to be compared easily as their bases are coplanar. The images showing the (filtered) instantaneous voltages at each of the electrodes at different times in the 60ms sample period may be displayed on the display 1 10 simultaneously as shown in Figure 6. Alternatively the bar lengths may be varied dynamically on the display over a display period to show the variation in voltage over the sample period. In this case the display period may be longer than the sample period so that the speed of the variation is slowed down on the display, so as to make the direction of propagation easier to determine.
Still referring to Figure 6 and Figure 1 , in a further embodiment the computer 104 further comprises a user input, which could be a touch screen, but in this case is in the form of a mouse 1 12, arranged to allow a user to generate an input to the processor 108. The processor 108 is arranged to control the display 1 10 to display, as well as the images of the probe area 201 and bars 202 described above, an arrow or other direction indictor 204, the direction of which can be selected by a user via the user input 1 12. The direction indicator 204 is arranged to indicate a direction relative to the image of the probe 201. In this case this is achieved by displaying the arrow 204 next to a further image 206 of the probe 101. However the arrow can be shown, for example, under the image 201 of the probe on which the bars 202 are displayed. In either case, the direction of the arrow 204 is arranged to be varied in response to user inputs, so that the user can select manually the direction that it indicates relative to the image of the probe 201. The user inputs may be provided, for example, by a 'click and drag' operation of the mouse 1 12, or by touching the touch screen if one is provided. The processor 108 is then arranged to determine the position and orientation of the probe relative to the heart as described above, and from those data and the direction of the direction indicator 204 as selected by the user, determine the direction of progression of the activation relative to the heart at the position of the probe 201. The processor is arranged to display this direction, for example as an arrow, on the image 200 of the heart in a similar manner to that shown in Figure 3, at a position on the image 200 of the heart corresponding to the position of the probe 101 on the heart. As the probe is moved around the heart, the direction of propagation at each position on the heart is recorded and displayed until a large enough area of the heart is covered.
Referring to Figures 1 and 2 in another embodiment, direction of motion is shown in the form of graduated coloration of the heart surface, as shown (in greyscale) in the right hand side of Figure 1 and in Figure 2. In this arrangement the area of the image is divided up into a series of separate areas with dividing lines between the areas extending perpendicular to the direction of travel of propagation. The colour graduations can be made to progress across the surface of heart in time . Conveniently these graduations could be a cyclic usage of a single colour map which progressed from a first colour gradually to a second colour and then gradually back to the first colour.
In another display mode, the direction of progress of the activation across the heart can determined by the processor, using a variety of techniques that will be described in more detail below, and displayed to the user, for example using an arrow to indicate the direction, for example as shown in Figure 3. The step of acquiring the data is the same as described above with the probe 101 being moved to different areas of the heart and electrogram data acquired and stored for each area. Instead of (or as well as) being indicated directly using bars as described above, the processor is arranged for each position of the probe 101 to analyse the electrogram signals acquired over a period of time, and determine from them the direction of progression of the activation in that position. It will be appreciated that this can be done in many ways, for example identifying the positions of highest voltage at each point in time, constructing a line through them to represent the position of the wave peak, and then comparing the positions of the wave peak at subsequent points in time to determine the direction of movement. The direction for each probe position is then indicated on a representation of the heart as shown in Figure 3 for each area of the heart that is contacted with the probe 101 , using the known position of the probe. In the example shown in Figure 6, there is uniform activation across the circular catheter and the right-hand panel shows the direction of activation as represented by an arrow above the location of the circular catheter. After several locations are mapped using the circular catheter, it is possible to build up a 3 D representation of the heart chamber of interest with the direction of preferential activation of uniform wavefronts at different locations within the chamber as shown in Figure 3 . Using the system of this embodiment, the preferential activation map similar to the conventional method can be achieved without the need to assign specific activation times to each electrogram within each time window. This technique is fast enough to be used in real time during cases unlike the conventional method.
The method of determining the direction progression of the activation described above will work if the activation is reasonably uniform. However in many cases it is not. Therefore in a more complex mode of operation the system is arranged to include further steps to assists in the determination of the predominant direction of wavefront progression. These steps include further computations which the computer is arranged to perform and which are arranged to analyse the electrogram data in more detail. First, the signals from each electrode, after being filtered as indicated in Step 2c, are summated into a single consensus signal expressing the commonality of behaviour over the entire multi-electrode array. The process for this is an arithmetic mean. In an alternative embodiment, the calculation of the mean is weighted by a value that describes the signal-to-noise characteristics of each site . This produces a single peak, in the consensus signal, for each episode of activation wavefront progression over this part of the heart. The time of the peak of this mean signal shall be referred to herein as tconsensusn for the "n"th activation wavefront. For the filtered electrogram data produced by Step 2c, from each individual electrode site, immediately before or after each of these tconsensusn times, there is a peak in the filtered electrogram. For example, if the process of the 15th activation involves a peak value at one site (let it be called s i) 5 milliseconds before the peak value at another site (s2), and 10 ms later a third site (s3) achieves peak value, and the consensus average waveform has a peak value at 7 ms after s i which is denoted the tconsensus l 5 . Then, the time of peak at s i , denoted tsi l 5 , is -7 ms. Likewise ts215 is -2 ms and ts3 15 is +8 ms. Across all activations "n", the standard deviation, or other similar statistical measure of spread, of tsin gives an indication of how stable is the timing of activation of site s i within the set of sites. The variance, defined as the square of the standard deviation, is a another statistical measure which can be summed or averaged across sites to provide a single consolidated index covering all sites. In this example, the average stability of all sites can be given by the sum of the variances of tsin, of ts2n and of ts3n. A high value of this sum of variances indicates poor consistency of the timings of activations in this region. A low value indicates high consistency.
In a further calculation step, the ¾η values, where j is the site number and n is the activation number, are considered a j xn matrix. (For avoidance of doubt the term tsjn represents the value of tSj at the n'th activation). Activations n l and n2 that are similar to each other in direction of wavefront propagation will have similar values of tSjn l and tSjn2 across all values of j , i.e. across all sites . The system is arranged to calculate the sum of squares term
0 = 1 to number of sites) (tsj n l _
This sum is an index of how dissimilar the two activations n l and n2 are to each other. In an alternative embodiment, the sum of the absolute differences is used:
0=1 10 number of sites) abs(tSJnl - tSJn2).
Such formulas permit regions with homogeneous conduction to be identified automatically by the software, since they will have low values of this sum of discrepancies. Further, within any region, the activations can be grouped into two or more subgroups which minimise the within-group sum of squares, by one of many algorithms known to those skilled in the art. This "grouping of similar activations " permits regions that have two or more predominant directions of activation, to have those activation directions identified automatically.
As described above, in one display mode, the system is arranged to display graphically for the operator an image of the heart with an indication, at each site at which data has been acquired, of the degree to which the activations at that point are homogeneous versus inhomogeneous. This indication may be displayed on the surface of an image of a view of the 3 dimensional heart, coded by colour, brightness, transparency, stippling or cross-hatching. Alternatively, a number or other symbols could be written onto the surface . Alternatively a bar, line, or other structure can be drawn extending from the heart (or projecting into the chamber if the view is from the interior), whose size or other characteristic conveys this information. This allows the operator to rapidly identify homogeneous areas during the clinical procedure in real time . In one mode, the system is arranged to automatically determine the direction of propagation in the region covered by the multipolar electrode using information on the 3 -dimensional location of each site obtained by methods described above . From the set of relative timings of local activation calculated above as ¾η, the direction of activation is estimated by assuming that there is a uniform conduction velocity in the region. A function where activation time T varies linearly with position is then fitted to the actual activation times. In two dimensions denoted x and y, in general the function would be T(x,y) = a x + b y, where the velocity in the x direction is a, and the velocity in the y direction is b. The overall velocity is then (a2 + b2)1/2 . The values of a and b are chosen, by one of many methods well known to those skilled in the art, to minimise the discrepancy between T(x,y) and the actual measured activation times at each site on the catheter.
This process of choosing a and b to find a best fit activation timing function may occur separately for each activation wavefront (permitting direction to be independently stated for each activation). Alternatively the activations may be assembled into groups by the method described above as "grouping of similar activations" . Within each group of similar activations, the direction of travel of the wavefront is relatively consistent, compared with the degree of consistency of all activations together. Thus a single T function, ie a single pair of values for a and b, is obtained for the entire group of similar activations, even if these activations are not sequential. For example, if the first, sixth and eighth activation are of grouped as similar, and the second, fifth and ninth are also grouped as similar, with the others not grouped, then there would be one T function for activations 1 , 6, 8 and another for activations 2, 5, 9, and individual T functions for the other beats.
One method of finding the best fit timing function involves a 'least squares best fit' process of choosing a and b is to minimise the sum of the squared error across the cardiac sites (and across the activations if more than one is being considered), between T(x,y) and the actual activation times for that activation or group of similar activations. Formally, for a single activation (number n), and with the j'th site on the catheter identified as Sj, at position xj and yj, this process is to minimise the value of the following formula
^(across all sites Sj) (T(xj,yj) - tSjn)2.
In the case of a group of N similar activations (n l ,n2, ... , nN) each denoted ni with i taking values from 1 to N, this process is to minimise the value of the following formula
^(across activations n^ representing n l , n2, nN) (across all sites Sj) (T(Xj,yj) - tSJn 2.
A variety of alternative methods are available which select the values of a and b in the T formula by minimising some other function of T(xj,yj) and ¾η, with similar results. For example, minimisation of the sum of the absolute difference is an alternative embodiment, in which case the above formulae become, respectively,
^(across all sites Sj) |T(xj,yj) - ¾η | and
^(across activations n^ representing n l , n2, nN) (across all sites Sj) lT(xj,yj) - tSJni I
From the fitted T function, the system is arranged to calculate the direction of activation by calculating the gradient of the T function. The closer the fit (the smaller the residual error component), the more reliable the direction calculation. On the display screen the computer is then arranged to display for that site on the heart, graphical information that conveys to the operator:
the direction (or directions) of wavefront propagation at that site;
the degree of homogeneity of conduction at that site;
the degree of reliability of the direction calculation. In one embodiment, this is in the form of one or more arrows. Properties of the arrow (such as colour, length, boldness, transparency, degree of elevation from the surface, nature of "head" and "tail" elements) may convey the information elements listed above.
Referring to Figure 8 in another embodiment, direction of motion is shown in the form of a series of curves which, advantageously, may migrate progressively across the region of the heart. This depiction, whether static or moving, is readily perceived by a human operator as indicating direction of activation. Multiple activations can be displayed simultaneously and, advantageously, may be displayed in separate colours.
In another embodiment, direction of motion information is conveyed by a synthetic pattern of moving dots that travel across the surface of the heart in a pattern corresponding to the set of velocities identified in the steps above . By way of example, if after observing 20 activations it is seen that 50% of the activations are directly left-to-right, and 25% are top -to-bottom, and the remainder are a mixture, then a number of dots such as 20 could be created within a circular disc-shaped region representing the position of the catheter. Ten would be in a continuous left -to-right movement pattern, with the proviso that when they reached the right edge of the disc they would disappear and reappear at the left. Five would similarly move in a top-to- bottom direction. The remaining five would then move according to the patterns of the individual (non-grouped) activations observed at that point.
In this "moving dot" embodiment, dots which represent large groups and/or strong consistency within a group and/or a high degree of fit to the T function, may be advantageously displayed larger or in a more intense colour. Conversely dots which represent individual non-grouped (ie inhomogeneous) activations could be shown smaller and/or in a faint colour. In this embodiment, therefore, a pattern of regular activation such a sinus rhythm would manifest as bright, large dots moving in a consistent pattern all over the heart; in contrast, a pattern of totally irregular activation would manifest as small grey dots moving in an inconsistent pattern, crisscrossing each other, ever the whole heart. A pattern of a focal (or rotating) origin of arrhythmia surrounded by irregularity would manifest as a region of large bright dots moving in a roughly circular pattern in one area interspersed with occasional small dots moving in inconsistent directions. Progressively further away from the origin of the arrhythmia, there would be greater intrusion of the non-grouped dots, until at some distance away the non-grouped dots are the overwhelming majority. The operator can appreciate the pattern as it is assembled from acquisitions at different sites in the heart, in a manner akin to appreciating the pattern of a jigsaw from pieces if their correct location is known. This display method uses to advantage the highly evolved brain function of seeing patterns in moving dots even in the presence of some dots moving inconsistently.
During organized activation the direction of the wavefront can be determined by using multi-electrode mapping as described above if the 3D location of the electrodes and the activation time is known. Figure 3 illustrates one example of how this can be represented on a 3D image of the chamber. The technique for targeting the focal/rotor source using this technique would be taught as a part of a training course in interpretation of these organised fibrillatory activation maps. In the most simple form as shown in Figure 3 there is preferential organised fibrillatory activation in a circuit. In this case the centre of this circuit would be mapped and targeted for ablation.
In a further embodiment, instead of a realistic representation of the heart's surface as shown in Figure 3, a standardised shape is displayed which approximately represents the geometry of the catheter, and the direction of propagation is displayed on that standardised shape in any of the ways described herein. This can be similar to the display shown in Figure 6 in which the probe shape is shown as a simple disc, but where the probe shape is more complex it can be represented as a 3D shape . This permits activation to be mapped within the local area of the catheter without the apparatus requiring information the 3-dimensional localisation of the electrodes. In a system where the subject is imaged on an X-ray imaging system, and the catheter will therefore be displayed in an X-ray image of the subject, the human operator can interpret the display of the direction of propagation on the standardised image of the catheter in light of the appearance, and the position in the x-ray image, of the catheter.
Referring to Figures 9 and 10 in a further embodiment the system is arranged determine the direction of propagation in one position, or a group of positions, on the heart at each of a series of sample periods. It is the arranged to store the determined directions as a set of propagation direction data, and analyse that data and generate a display based on the analysis. In the example shown in Figure 9, a series of propagation samples are stored, each one having a direction of propagation and a strength (for example as determined from the amplitude of the electrode signal variation) associated with it. Each of these samples can be displayed on a polar plot as shown in Figure 9, with the direction indicated as the direction from the origin and the strength as the distance from it. This data can also be displayed as a polar histogram or rose plot as shown in Figure 10. Where the data relates to all, or several, positions on the heart, the plot can be displayed as a stand-alone display. Where the data relates to the propagation directions at one position, or a group of neighbouring positions, on the heart, the plot can be displayed superimposed on an image of the heart or part of the heart at a position to indicate the position in the heart to which the data relates. Several plots can be displayed at respective positions on the image of the heart, or part of the heart. Referring to Figure 1 1 in a further embodiment, the system is arranged to calculate interpolated signal features on a finely spaced grid, conveniently a square grid with spacing 0.5 mm in each direction. The processor is arranged to achieved this by cubic spline interpolation of the signal features obtained at each electrode position across the heart surface, or across a flat two dimensional representation of the electrode positions in relation to each other. At each instant in time, therefore, there is an interpolated signal characteristic at each gridpoint on the regular grid. This data structure is plotted as a surface or as a wireframe mesh. The interpolated signal characteristic is used to set the colour of the mesh at that point or its notional elevation in the third dimension. Since a new set of interpolated values is calculated, and a mesh is drawn, for every instant in time (e.g. every signal sample period), the values for each sample period can be displayed in sequence such that the appearance gained by the observer is of a continuous movie, indicating the progression of wavefronts across the region being studied.
The signal characteristic being plotted can be the spatially interpolated voltage at that position at that instant in time, as shown in Figure 10. Rather than the raw voltage, the characteristic may be the voltage after it has undergone a transformation to its absolute value, square root of absolute value, absolute value raised to a fixed power such as 0.5 or 2, or sign multiplied by the square of the absolute value (which resembles the square root transform but preserves the sign) .
The rotor mapping methods described above can be performed using any suitable multi-electrode catheter. However, there are certain features of the catheter and probe which are particularly advantageous for rotor mapping and a suitable catheter according to one embodiment of the invention will now be described with reference to Figures 7a, 7band 7c. The catheter is constructed of a hollow shaft 300 with an expandable mapping lattice 302 mounted on its distal end 304. The lattice is formed of filaments or elements 303 and is deformable, but can form a substantially spherical surface as shown in Figure 7c, with its inner end 306 and outer end 308 separated by an intermediate distance . The inner (proximal) end 306 is attached to the distal end of the shaft 300, which is hollow, and its outer (distal) end 308 attached to the distal end of an inner shaft 3 10 which extends through the hollow shaft 300 and through the interior of the lattice 302. The inner shaft 3 10 can be moved longitudinally through the hollow shaft 300 to vary the shape of the lattice 302 by means of handles on the ends of the shafts. The lattice 302 can be collapsed into a generally flat circular shape by pulling its outer end 308 towards its inner end 306 as shown in Figure 7b, or extended into an elongate shape by pushing its outer end 308 away from its inner end 306 beyond the position shown in Figure 7c. In the fully extended condition the electrodes and the lattice are flush with the sides of the inner shaft 3 10 and the lattice can be retracted into an outer sleeve 3 12 of the catheter. Electrodes 3 14, 3 16 are mounted on the hollow shaft 300 spaced from its distal end 304. The voltages from these electrodes are used to provide the reference voltage for the unipolar electrogram.
The flexible lattice probe is specifically designed to collect electrical data from the heart for the purposes of applying the algorithms for interpreting irregular activation patterns. In this embodiment the lattice 302 is made from nitinol, but other materials, such as other compressible or "memory" materials suitable for use within the heart can be used. The lattice may be disc shaped in the collapsed condition, or polygonal (such as square, pentagonal or hexagonal) . In this state it can be pressed up against the cardiac wall. Due to its compressible nature will not cause injury to the cardiac wall. Electrodes 3 18 are supported on the lattice 302 and placed in such a manner around the lattice on its front surface 320 that faces away from the catheter sleeve 3 12, its rear surface 322 which faces back towards the sleeve 3 12, and its peripheral surface 324 which faces radially outwards. The electrode array enables electrogram data to be collected from the cardiac wall, regardless of which surfaces of the lattice are touching the wall. Each of the electrodes is electrically connected to a respective connector that extends through the hollow shaft 300 so that the electrical potential at each of the electrodes can be detected and input to the computer 104 for analysis as described above. The lattice can be pushed up against the heart wall to record from its front surface 320 or into the pulmonary veins/superior vena cava/coronary sinus to record from its outer surface 324 or pulled back against the septum to record from its rear surface 322. The electrodes 3 18 are positioned so that when the lattice is stretched out in its fully extended position it can be safely inserted into an outer sheath 3 12 without damaging the electrodes 3 18, lattice 302 or sheath 3 12.
The catheter is arranged to be supplied pre-packaged in its linear, stretched conformation with the lattice 302 stretched out so that it can fit within the sheath 3 12 which is passed into the heart by standard methods well known to those skilled in the art. When the outer catheter 3 12 is in position in the left atrium the lattice probe 302 is pushed out of the sheath 3 12 and the inner shaft 3 10 is pulled to move the distal end 308 and proximal end 306 closer together which extends and opens the elements or splines of the lattice 302 outwards to form the collapsed discoid conformation. This causes the slender individual lattice elements 303 of the mapping lattice 302 to open out into an extended conformation as shown in the end-face view in Figure 7a and side view in Figure 7b. The mapping lattice 302 has electrodes on both front 320 and back 322 faces and also on the outer periphery 324.
The catheter is steerable, for example using pull wires in the inner or outer shafts 3 10, 300 or in the sheath 3 12 controlled by a mechanism in the handle of the shaft or the sheath. The clinician uses this steering system, as well as pulling and pushing, and manipulation of the outer catheter, to move the lattice probe 302 into contact with the internal wall of the heart as is well known by those expert in field. By gently increasing the pressure applied by the catheter on the internal wall of the heart, the shape of the mapping lattice is made to conform more closely to the shape of the wall, so that there is efficient contact across the contact surface . To move the catheter to a new position, the operator withdraws it slightly to bring it off contact with the wall, and then spins or deflects the tip to another location, or redirects the sheath taking the catheter with it. In each position, the computer 104 controls the display 1 10 to show the operator visually the patterns of activation locally in an easily interpretable manner as described above. By steps such as these, the walls of the atrium can be mapped, with the ability to give special attention to areas which are showing patterns suggesting the origin of pathological rhythms. The catheter is removed from the patient by first pulling the hollow shaft 300, which causes the mapping lattice 302 to return into its linear conformation, and then withdrawing it through the outer sheath 3 12.
The catheter described above has various specific features which are desirable for rotor mapping. These include a high density of electrodes on a soft compressible lattice lobe which enables high resolution mapping, and the fact that all surfaces have electrodes to enable data collection from any orientation.

Claims

1. Apparatus for monitoring activation in a heart, the apparatus comprising a probe, a plurality of electrodes supported on the probe and each arranged to detect electrical potential at a respective position in the heart during a series of activations, and processing means arranged to analyse the detected electrical potentials to identify a propagation direction of the activation, and to generate an output indicative of that direction.
2. Apparatus according to claim 1 wherein the processing means is arranged to analyse the detected potentials to determine at least one further parameter of the activation and wherein the output is dependent on the further parameter.
3. Apparatus according to claim 2 wherein the at least one further parameter includes the consistency of the direction of propagation of the activation.
4. Apparatus according to claim 2 or claim 3 wherein the at least one further parameter includes a further direction of propagation of activation.
5. Apparatus according to any foregoing claim further comprising display means wherein the processing means is arranged to control the display means to generate a display indicative of the direction.
6. Apparatus according to claim 5 wherein the processing means is arranged to analyse detected potentials for a plurality of positions of the probe in the heart, and control the display means to indicate simultaneously the direction of propagation at each of the positions of the probe .
7. Apparatus according to claim 5 or claim 6 wherein the display means is arranged to display a representation of the heart and to indicate the direction of propagation of the activation at a position on the representation corresponding to the position of the probe in the heart.
8. Apparatus according to claim 5 wherein the control means is arranged to control the display means to display a representation of the probe and to indicate the direction of propagation relative to the probe, on the representation of the probe.
9. Apparatus according to claim 8 further comprising an imaging system arranged to display an image of the heart and the probe .
10. Apparatus according to any of claims 5 to 9 wherein the display means is arranged to indicate the direction of propagation by displaying a plurality of image objects moving in a corresponding direction on the display.
1 1. A probe for detecting electrical potentials at a plurality of positions in a heart, the probe comprising a lattice support structure, a plurality of electrodes supported on the lattice structure, a shaft connected to a first point on the lattice structure, and a control member connected to a second point on the lattice structure and movable relative to the shaft so as to vary the shape of the lattice structure .
12. A probe according to claim 1 1 further comprising a sheath wherein the shaft and lattice structure are movable into the sheath so that the lattice structure can be inserted into the heart, and out of the sheath so that that the lattice structure can be placed in contact with the heart.
13. A probe according to claim 1 1 or claim 12 wherein the lattice structure is hollow, the control member extends through the lattice structure and the first and second points are on opposite sides of the lattice structure.
14. A probe according to any of claims 1 1 to 13 wherein the control member is arranged to change the shape of the lattice structure between a substantially flat operational shape and an elongate storage shape .
15. A probe according claim 14 wherein, in the flat operational condition, the lattice has a front surface, a rear surface, and a periphery, each of which has some of the electrodes on it.
16. A probe according to any of claims 1 1 to 15 wherein the lattice structure is formed of a plurality of filaments.
17. Apparatus for monitoring activation in a heart, the apparatus comprising a probe, a plurality of electrodes supported on the probe and each arranged to detect electrical potential at a respective position in the heart during an activation, and processing means arranged to process the detected electrical potentials and control the display means to display an image showing variation in the potentials with time during an activation event, and also to display a direction indicator arranged to indicate a direction of propagation of the activation event relative to the probe, wherein the direction of the direction indicator is adjustable in response to a user input.
18. Apparatus according to claim 17 wherein the processing means is also arranged to determine the position of the probe relative to the heart, and to determine therefrom the direction of the propagation relative to the heart.
19. Apparatus according to claim 18 wherein the display means is arranged to display an image of the heart, and to display a further direction indicator arranged to indicate the direction of propagation relative to the heart.
20. Apparatus according to claim 19 wherein the processing means is arranged to determine the direction of propagation relative to the heart for each of a series of sample periods, and to display simultaneously a direction indicator for each direction of propagation.
21. Apparatus according to claim 20 wherein the display means is arranged to display the direction indicators at respective positions on the image of the heart corresponding to the position of the probe during the relevant sample period.
22. Apparatus according to any of claims 1 to 10 or 17 to 19 wherein the processing means is arranged to determine the direction of propagation relative to the heart for each of a series of sample periods.
23. Apparatus according to claim 22 when dependent on claim 5 wherein the processing means is arranged to control the display means to show the distribution of the directions of propagation.
24. Apparatus according to claim 23 wherein the processing means is arranged to determine the direction of propagation for each sample period at each of a plurality of positions, and the display means is arranged to display a distribution at each of a plurality of respective positions on the image.
25. Apparatus according to any of claims 1 to 10 or 17 to 24 wherein the processing means is arranged to determine from the detected potentials interpolated values of at least one parameter of the detected potentials at positions having a spatial resolution which is finer than the spatial resolution of the electrodes.
26. Apparatus according to claim 25 wherein the processing means is arranged to determine a direction of propagation at each of said positions.
27. Apparatus according to claim 25 or claim 26 wherein said positions are on a regular grid.
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Cited By (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20150366476A1 (en) * 2014-06-20 2015-12-24 Boston Scientific Scimed Inc. Medical devices for mapping cardiac tissue
EP3130285A1 (en) * 2015-08-11 2017-02-15 Biosense Webster (Israel) Ltd. Matching and tracking time sequences of heart activation
US9579034B2 (en) 2013-05-16 2017-02-28 Boston Scientific Scimed Inc. Enhanced activation onset time optimization by similarity based pattern matching
US9730600B2 (en) 2013-10-31 2017-08-15 Boston Scientific Scimed, Inc. Medical device for high resolution mapping using localized matching
US9737227B2 (en) 2013-08-28 2017-08-22 Boston Scientific Scimed Inc. Estimating the prevalence of activation patterns in data segments during electrophysiology mapping
CN107205653A (en) * 2015-01-09 2017-09-26 马克斯-普朗克科学促进学会 It can be encouraged with the method and apparatus of the space space-time dynamic of the medium of deformation for characterizing
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Families Citing this family (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10349855B2 (en) * 2016-06-10 2019-07-16 Biosense Webster (Israel) Ltd. Identification and visualization of cardiac activation sequence in multi-channel recordings
CN110622254B (en) * 2017-05-17 2024-04-05 圣犹达医疗用品心脏病学部门有限公司 System and method for mapping local activation times
US11529058B2 (en) * 2017-11-29 2022-12-20 Edwards Lifesciences Corporation Atrial stretch measurement for atrial fibrillation prevention
US11006886B2 (en) * 2018-12-20 2021-05-18 Biosense Webster (Israel) Ltd. Visualization of different cardiac rhythms using different timing-pattern displays
CN113796869A (en) * 2020-05-29 2021-12-17 伯恩森斯韦伯斯特(以色列)有限责任公司 Electrode device for diagnosing arrhythmia
US20210369132A1 (en) * 2020-05-29 2021-12-02 Biosense Webster (Israel) Ltd. Intraluminal reference electrode for cardiovascular treatment apparatus
US20230020372A1 (en) * 2021-07-19 2023-01-19 Biosense Webster (Israel) Ltd. Layered multi-activation local activation times (lat) mapping

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6301496B1 (en) * 1998-07-24 2001-10-09 Biosense, Inc. Vector mapping of three-dimensionally reconstructed intrabody organs and method of display
US20030023130A1 (en) * 2001-07-30 2003-01-30 Ciaccio Edward J. System and method for determining reentrant ventricular tachycardia isthmus and shape for catheter ablation
WO2008135731A1 (en) 2007-05-04 2008-11-13 Imperial Innovations Limited A method of and apparatus for generating a model of a cardiac surface having a plurality of images representing electrogram voltages
WO2012092016A1 (en) * 2010-12-30 2012-07-05 St. Jude Medical, Atrial Fibrillation Division, Inc. System and method for diagnosing arrhythmias and directing catheter therapies

Family Cites Families (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5487391A (en) 1994-01-28 1996-01-30 Ep Technologies, Inc. Systems and methods for deriving and displaying the propagation velocities of electrical events in the heart
US20050288599A1 (en) * 2004-05-17 2005-12-29 C.R. Bard, Inc. High density atrial fibrillation cycle length (AFCL) detection and mapping system
US7890159B2 (en) * 2004-09-30 2011-02-15 Cardiac Pacemakers, Inc. Cardiac activation sequence monitoring and tracking
US10398326B2 (en) 2013-03-15 2019-09-03 The Regents Of The University Of California System and method of identifying sources associated with biological rhythm disorders
US8340766B2 (en) 2010-10-07 2012-12-25 St. Jude Medical, Atrial Fibrillation Division, Inc. Method and system for identifying cardiac arrhythmia driver sites
GB201307211D0 (en) 2013-04-22 2013-05-29 Imp Innovations Ltd Image display interfaces
US9186080B2 (en) 2013-05-07 2015-11-17 Boston Scientific Scimed Inc. System for identifying rotor propagation vectors
US9918649B2 (en) 2013-05-14 2018-03-20 Boston Scientific Scimed Inc. Representation and identification of activity patterns during electro-physiology mapping using vector fields
WO2014186684A1 (en) 2013-05-16 2014-11-20 Boston Scientific Scimed Inc. Enhanced activation onset time optimization by similarity based pattern matching
WO2017041891A1 (en) 2015-09-07 2017-03-16 Ablacon Inc. Elongated medical device suitable for intravascular insertion

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6301496B1 (en) * 1998-07-24 2001-10-09 Biosense, Inc. Vector mapping of three-dimensionally reconstructed intrabody organs and method of display
US20030023130A1 (en) * 2001-07-30 2003-01-30 Ciaccio Edward J. System and method for determining reentrant ventricular tachycardia isthmus and shape for catheter ablation
WO2008135731A1 (en) 2007-05-04 2008-11-13 Imperial Innovations Limited A method of and apparatus for generating a model of a cardiac surface having a plurality of images representing electrogram voltages
WO2012092016A1 (en) * 2010-12-30 2012-07-05 St. Jude Medical, Atrial Fibrillation Division, Inc. System and method for diagnosing arrhythmias and directing catheter therapies

Non-Patent Citations (3)

* Cited by examiner, † Cited by third party
Title
KANAGARATNAM P; CHERIAN A; STANBRIDGE RD; GLENVILLE B; SEVERS NJ; PETERS NS: "Relationship between connexins and atrial activation during human atrial fibrillation", J CARDIOVASC ELECTROPHYSIOL, vol. 15, no. 2, February 2004 (2004-02-01), pages 206 - 16
NARAYAN SM; KRUMMEN DE; SHIVKUMAR K; CLOPTON P; RAPPEL W; MILLER JM: "MDTreatment of Atrial Fibrillation by the Ablation of Localized Sources CONFIRM (Conventional Ablation for Atrial Fibrillation With or Without Focal Impulse and Rotor Modulation) Trial", J AM COLL CARDIOL, vol. 60, 2012, pages 628 - 36
SKANES AC; MANDAPATI R; BERENFELD 0; DAVIDENKO JM; JALIFE J: "Spatiotemporal periodicity during atrial fibrillation in the isolated sheep heart", CIRCULATION, vol. 98, 1998, pages 1236 - 48

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US9730603B2 (en) * 2014-06-20 2017-08-15 Boston Scientific Scimed Inc. Medical devices for mapping cardiac tissue
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US10506939B2 (en) 2015-08-11 2019-12-17 Biosense Webster (Israel) Ltd. Matching and tracking time sequences of heart activation
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US11129574B2 (en) 2016-12-12 2021-09-28 Biosense Webster (Israel) Ltd. Real time electroanatomical coloring of the heart
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