WO2022189862A1 - Systems for incontinence control - Google Patents
Systems for incontinence control Download PDFInfo
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- WO2022189862A1 WO2022189862A1 PCT/IB2022/000129 IB2022000129W WO2022189862A1 WO 2022189862 A1 WO2022189862 A1 WO 2022189862A1 IB 2022000129 W IB2022000129 W IB 2022000129W WO 2022189862 A1 WO2022189862 A1 WO 2022189862A1
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- incontinence
- episode
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- electrical stimulation
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61N—ELECTROTHERAPY; MAGNETOTHERAPY; RADIATION THERAPY; ULTRASOUND THERAPY
- A61N1/00—Electrotherapy; Circuits therefor
- A61N1/18—Applying electric currents by contact electrodes
- A61N1/32—Applying electric currents by contact electrodes alternating or intermittent currents
- A61N1/36—Applying electric currents by contact electrodes alternating or intermittent currents for stimulation
- A61N1/36007—Applying electric currents by contact electrodes alternating or intermittent currents for stimulation of urogenital or gastrointestinal organs, e.g. for incontinence control
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/20—Measuring for diagnostic purposes; Identification of persons for measuring urological functions restricted to the evaluation of the urinary system
- A61B5/202—Assessing bladder functions, e.g. incontinence assessment
- A61B5/204—Determining bladder volume
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/24—Detecting, measuring or recording bioelectric or biomagnetic signals of the body or parts thereof
- A61B5/316—Modalities, i.e. specific diagnostic methods
- A61B5/388—Nerve conduction study, e.g. detecting action potential of peripheral nerves
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/24—Detecting, measuring or recording bioelectric or biomagnetic signals of the body or parts thereof
- A61B5/316—Modalities, i.e. specific diagnostic methods
- A61B5/389—Electromyography [EMG]
- A61B5/391—Electromyography [EMG] of genito-urinary organs
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/24—Detecting, measuring or recording bioelectric or biomagnetic signals of the body or parts thereof
- A61B5/316—Modalities, i.e. specific diagnostic methods
- A61B5/389—Electromyography [EMG]
- A61B5/392—Detecting gastrointestinal contractions
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/24—Detecting, measuring or recording bioelectric or biomagnetic signals of the body or parts thereof
- A61B5/316—Modalities, i.e. specific diagnostic methods
- A61B5/389—Electromyography [EMG]
- A61B5/395—Details of stimulation, e.g. nerve stimulation to elicit EMG response
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/40—Detecting, measuring or recording for evaluating the nervous system
- A61B5/4029—Detecting, measuring or recording for evaluating the nervous system for evaluating the peripheral nervous systems
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/48—Other medical applications
- A61B5/4836—Diagnosis combined with treatment in closed-loop systems or methods
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/68—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient
- A61B5/6846—Arrangements 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
- A61B5/6867—Arrangements 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 specially adapted to be attached or implanted in a specific body part
- A61B5/6877—Nerve
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/72—Signal processing specially adapted for physiological signals or for diagnostic purposes
- A61B5/7235—Details of waveform analysis
- A61B5/7264—Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems
- A61B5/7267—Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems involving training the classification device
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61N—ELECTROTHERAPY; MAGNETOTHERAPY; RADIATION THERAPY; ULTRASOUND THERAPY
- A61N1/00—Electrotherapy; Circuits therefor
- A61N1/02—Details
- A61N1/04—Electrodes
- A61N1/05—Electrodes for implantation or insertion into the body, e.g. heart electrode
- A61N1/0507—Electrodes for the digestive system
- A61N1/0512—Anal electrodes
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61N—ELECTROTHERAPY; MAGNETOTHERAPY; RADIATION THERAPY; ULTRASOUND THERAPY
- A61N1/00—Electrotherapy; Circuits therefor
- A61N1/02—Details
- A61N1/04—Electrodes
- A61N1/05—Electrodes for implantation or insertion into the body, e.g. heart electrode
- A61N1/0507—Electrodes for the digestive system
- A61N1/0514—Electrodes for the urinary tract
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61N—ELECTROTHERAPY; MAGNETOTHERAPY; RADIATION THERAPY; ULTRASOUND THERAPY
- A61N1/00—Electrotherapy; Circuits therefor
- A61N1/02—Details
- A61N1/04—Electrodes
- A61N1/05—Electrodes for implantation or insertion into the body, e.g. heart electrode
- A61N1/0551—Spinal or peripheral nerve electrodes
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61N—ELECTROTHERAPY; MAGNETOTHERAPY; RADIATION THERAPY; ULTRASOUND THERAPY
- A61N1/00—Electrotherapy; Circuits therefor
- A61N1/18—Applying electric currents by contact electrodes
- A61N1/32—Applying electric currents by contact electrodes alternating or intermittent currents
- A61N1/36—Applying electric currents by contact electrodes alternating or intermittent currents for stimulation
- A61N1/3605—Implantable neurostimulators for stimulating central or peripheral nerve system
- A61N1/36128—Control systems
- A61N1/36135—Control systems using physiological parameters
- A61N1/36139—Control systems using physiological parameters with automatic adjustment
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/0002—Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network
- A61B5/0015—Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network characterised by features of the telemetry system
- A61B5/0022—Monitoring a patient using a global network, e.g. telephone networks, internet
Definitions
- the method comprises a step of implanting a second stimulator electrode, wherein a first stimulator electrode stimulates one pudendal nerve, and the second stimulator electrode stimulates the a different pudendal nerve.
- the stimulator electrode stimulates one pudendal nerve
- the different stimulator electrode stimulates another spatially independent region of the same pudendal nerve.
- the method comprises a step of implanting a different stimulator electrode, wherein the stimulator electrode stimulates the main trunk of the pudendal nerve and the different stimulator electrode stimulates the distal nerve of the pudendal nerve.
- the distal nerve of the pudendal nerve comprises branches thereof the distal pudendal nerve.
- the response that is sensed by the sensor electrode is insufficient on its own to prevent the episode of incontinence and the electrical stimulation provided adds together with the response, to prevent the episode of incontinence.
- the system provides a lower intensity stimulation to the subject, whereby the lower intensity stimulation increased or improves the subject’s tolerance to the stimulation signal. In some embodiments, the increase or improvement in the subject’s tolerance provides tolerance of higher intensity stimulation signal.
- the sensor electrode is configured to sense an EMG signal. In some embodiments, the EMG signal determines that a contraction of at least one pelvic muscle has occurred. In some embodiments, the strength of the EMG signal is proportional to the strength of the contraction of at least one pelvic muscle.
- the stimulator electrode comprises a first stimulator electrode and a second stimulator electrode, wherein the first stimulator electrode stimulates a first pudendal nerve, and the second stimulator electrode stimulates a second pudendal nerve.
- the individual suffers from urinary incontinence of a mixed type.
- the sensor electrode is calibrated by the individual using an external input device that interfaces with the software.
- the software is configured to further cause the processor to record a signal from the sensor electrode.
- the software is configured to adjust the sensor electrode in response to the signal.
- the first stimulator electrode may stimulate the trunk of the pudendal nerve and the second stimulator electrode may stimulate a main branch of the pudendal nerve e.g., dorsal genital nerve.
- the individual suffers from urinary incontinence of a mixed type.
- the sensor electrode is calibrated by the individual using an external input device that interfaces with the software.
- the software is configured to further cause the processor to record a signal from the sensor electrode.
- the software is configured to adjust the sensor electrode in response to the signal.
- aspects of the disclosure herein provide a method of data processing, said method comprising: (i) receiving a measurement of a parameter previously measured by a sensor electrode, which parameter is predictive of an episode of incontinence in an individual; (ii) analyzing the parameter; and (iii) synthesizing an electrical stimulation signal for the individual, so that when the electrical stimulation signal is provided by a stimulator electrode to the individual, the electrical stimulation signal, together with an effort from the individual that is intended to prevent an episode of incontinence, prevents the episode of incontinence.
- the parameter is associated with a response from the individual intended to prevent an episode of incontinence.
- bladder capacity may be increased by about 5% to about 10%, about 5% to about 15%, about 5% to about 20%, about 5% to about 25%, about 5% to about 30%, about 5% to about 35%, about 5% to about 40%, about 5% to about 45%, about 5% to about 50%, about 5% to about 70%, about 5% to about 75%, about 10% to about 15%, about 10% to about 20%, about 10% to about 25%, about 10% to about 30%, about 10% to about 35%, about 10% to about 40%, about 10% to about 45%, about 10% to about 50%, about 10% to about 70%, about 10% to about 75%, about 15% to about 20%, about 15% to about 25%, about 15% to about 30%, about 15% to about 35%, about 15% to about 40%, about 15% to about 45%, about 15% to about 50%, about 15% to about 70%, about 15% to about 75%, about 20% to about 25%, about 20% to about 30%, about 20% to about 35%, about 20% to about 40%, about 20% to about 45%, about 20% to about 50%, about 20% to about 70%, about 15% to about
- the urethral closure pressure may comprise about 10 cm H 2 O to about 15 cm H 2 O, about 10 cm H 2 O to about 20 cm H 2 O, about 10 cm H 2 O to about 25 cm H 2 O, about 10 cm H 2 O to about 30 cm H 2 O, about 10 cm H 2 O to about 35 cm H 2 O, about 10 cm H 2 O to about 40 cm H 2 O, about 10 cm H 2 O to about 45 cm H 2 O, about 10 cm H 2 O to about 50 cm H 2 O, about 10 cm H 2 O to about 60 cm H 2 O, about 10 cm H 2 O to about 70 cm H 2 O, about 10 cm H 2 O to about 75 cm H 2 O, about 15 cm H 2 O to about 20 cm H 2 O, about 15 cm H 2 O to about 25 cm H 2 O, about 15 cm H 2 O to about 30 cm H 2 O, about 15 cm H 2 O to about 35 cm H 2 O, about 15 cm H 2 O to about 40 cm H 2 O, about 15 cm H 2 O to about 45 cm H 2 O, about 15 cm H 2 O,
- an electroneurogram may comprise electrical activity from one or more neurons and typically refers to recordings made from bundles of axons in peripheral nerves.
- the parameter may comprise a change of electric impedance caused by physical deformation of the sensor electrode material.
- the physical deformation may comprise stretching, compression, or any combination thereof.
- the parameter may comprise a change in pressure, velocity, acceleration, or 3-D spatial direction.
- 3-D spatial direction may be determined by GPS signal.
- the GPS signal in some cases, may indicate and recognize when the individual is in proximity to locations such as the individual’s home.
- the GPS signal may be configured to modulate the stimulator, described elsewhere herein, based on the GPS coordinates and/or GPS location of the subject.
- modulating the stimulator may comprise adjusting a detection parameter (e.g., signal intensity threshold) of the classifier, described elsewhere herein.
- a detection parameter e.g., signal intensity threshold
- the GPS signal of a location and/or GPS coordinates may indicate locations and/or regions traveled to the subject that may impose a higher risk of an incontinent event.
- 3-D spatial direction may measure the posture of an individual.
- changes in pressure may be measured by a pressure sensor.
- the pressure sensor may comprise a differential pressure sensor, absolute pressure sensor, or any combination thereof.
- changes in velocity, acceleration, or changes in 3-D spatial direction may be measured by an accelerometer, gyroscope, magnetometer, or any combination thereof.
- the device may provide an electrical stimulation using the one or more implanted stimulator electrodes that, together with the individual’s preventative response, may prevent the episode of incontinence.
- the devices, systems, and methods described herein may be capable of preventing and/or reducing the severity of an incontinent event by detecting an individual’s incontinence preventative parameter and adjusting an electrical stimulation by one or more stimulator electrodes based on the incontinence preventative parameter’s characteristics.
- the incontinence preventative parameter characteristics may comprise the changes in the amplitude, frequency, phase, or any combination thereof one or more EMG, ENG, accelerometer, gyroscope, magnetometer, pressure sensor signals, or any combination thereof .
- the period of time for the electrical stimulation may comprise about 1 second to about 5 seconds, about 1 second to about 10 seconds, about 1 second to about 15 seconds, about 1 second to about 20 seconds, about 1 second to about 25 seconds, about 1 second to about 30 seconds, about 5 seconds to about 10 seconds, about 5 seconds to about 15 seconds, about 5 seconds to about 20 seconds, about 5 seconds to about 25 seconds, about 5 seconds to about 30 seconds, about 10 seconds to about 15 seconds, about 10 seconds to about 20 seconds, about 10 seconds to about 25 seconds, about 10 seconds to about 30 seconds, about 15 seconds to about 20 seconds, about 15 seconds to about 25 seconds, about 15 seconds to about 30 seconds, about 20 seconds to about 25 seconds, about 20 seconds to about 30 seconds, or about 25 seconds to about 30 seconds.
- the period of time may comprise about 1 second, about 5 seconds, about 10 seconds, about 15 seconds, about 20 seconds, about 25 seconds, or about 30 seconds. In some cases, the period of time for the electrical stimulation may comprise at least about 1 second, about 5 seconds, about 10 seconds, about 15 seconds, about 20 seconds, or about 25 seconds. In some cases, the period of time for the electrical stimulation may comprise at most about 5 seconds, about 10 seconds, about 15 seconds, about 20 seconds, about 25 seconds, or about 30 seconds.
- Embodiments of a Device for Treating and Preventing Incontinence The disclosure describes devices for preventing an episode of incontinence comprising one or more sensor electrodes, one or more stimulator electrodes, an electric stimulator, or any combination thereof.
- the battery may be wirelessly charged by an inductive charger.
- the battery power source may be a single use.
- the implantable pulse generator 102 may deliver a predefined electrical stimulation pattern 104 that has been set by a healthcare provider on a remote device 100 (e.g., a mobile phone, a tablet, a computer, etc.) and transmitted wirelessly 105 to the implantable pulse generator 102.
- the implantable pulse generator 102 may deliver a predefined electrical stimulation pattern 104 that has been set by a healthcare provider on a remote computing device 100 (e.g., a mobile phone, a tablet, a computer, etc.) and transmitted via a wired communication 101 to the implantable pulse generator 102.
- the battery may be charged through inductive charging.
- the device configured in a closed loop configuration may measure EMG signals via one or more sensor electrodes 120 to detect the onset of a stress incontinence event or a level of innate myoelectric electrical activity.
- the device configured in a closed loop configuration may measure inertial signals such as rapid acceleration, shock, posture- orientation, or any combination thereof via the one or more sensor electrodes 120 to detect the onset of a stress incontinence event or a level of innate myoelectric electrical activity.
- the stress incontinence event may comprise actions such as coughing, sneezing, laughing, or exercise.
- the implantable pulse generator 118 may provide an electrical stimulation pattern 124 to prevent micturition or uncontrolled defecation.
- the threshold level for detecting a stress incontinence event may be modified and adjusted by the individual 126 via graphical user interface on an external input device 114 either via wireless communication 113 or a wired connection 115.
- a closed-loop configuration of the systems and methods described herein may comprise a fully synchronized system, as shown in FIG.9.
- an electrode 902 comprising a sensor and/or stimulator electrode may detect an EMG, ENG, and/or pressure signal through circuitry 904 (e.g., analog to digital circuitry) and then may pass the detected signal to a classifier algorithm 906.
- the classifier may enable an electric stimulation 908 to be delivered to the patient.
- the electrical stimulation may be provided by the same electrode 902 that sensed the EMG and/or ENG signal initially.
- a closed loop configuration of the device described herein may be configured to detect an individual’s effort in trying to prevent an episode of incontinence.
- the methods and systems described here may supplement the patient’s effort with an electrical stimulation pattern via one or more stimulator electrodes 122 sufficient to prevent urinary or fecal defecation.
- an individual’s effort may comprise an EMG, ENG, pressure, acceleration, gyroscope, magnetometer, 3-D spatial, or any combination thereof signal at a threshold.
- the threshold myoelectric signal may be detected by one or more sensor electrodes 120.
- the supplemental excitation may comprise an excitation signal provided by the stimulator electrodes, described elsewhere herein, with parameters e.g., frequency, pulse width, and/or amplitude such that in combination with the detected individual’s effort may prevent an episode of incontinence (e.g., urinary, and/or fecal defecation).
- the induced movement and/or contraction of one or more muscle groups may be amplified 808, classified (by a classifier) 806, passed through a control logic algorithm 804, and used as a trigger 820 to enable the flow of therapy and respective basal 802 and/or active 801, described elsewhere herein, stimulation pattern parameters through the stimulator 810 and neural interface 812 to prevent an incontinent event.
- the classifier may comprise a machine learning classifier.
- the classifier may comprise an intensity threshold classifier, described elsewhere herein.
- the patient and/or subject 814 may manually 816 enable the delivery of electrical stimulation via a button on the patient controller module 156, described elsewhere herein.
- the detection threshold of the implantable pulse generator 118 may be modified and tuned via a graphical user interface on an external input device 114.
- the external input device 114 may be able to modify and tune the threshold of the implantable pulse generator 118 via a wireless communication 113 or a wired connection 115.
- the implantable pulse generator threshold may be tuned via a healthcare provider on a remote computing device 112 (e.g., a mobile phone, a tablet, a computer, etc.) and transmitted via a wired communication 116 to the implantable pulse generator 118.
- the implantable pulse generator threshold may be tuned via a healthcare provider on a remote computing device 112 (e.g., a mobile phone, a tablet, a computer, etc.) and transmitted via wireless communication 113 to the implantable pulse generator 118.
- the implantable pulse generator threshold may be tuned via the individual 110 on a remote computing device 112 (e.g., a mobile phone, a tablet, a computer, etc.) and transmitted via a wired communication 116 to the implantable pulse generator 118.
- the implantable pulse generator threshold may be tuned via the individual 110 on a remote computing device 112 (e.g., a mobile phone, a tablet, a computer, etc.) and transmitted via wireless communication 113 to the implantable pulse generator 118.
- the electrical stimulation pattern parameters of implantable pulse generator 118 may be tuned by a machine learning model executed by the processor of the implantable pulse generator 118 based on input from the individual 126.
- the machine learning model may be configured to determine a whether or not a subject is at risk of unwanted micturition and/or fecal defecation based on muscle EMG signals detected by the one or more sensor electrodes.
- the machine learning model may be trained to determine the presence or lack thereof an individual’s effort, described elsewhere herein.
- the machine learning model may be trained with one or more EMG signals characteristic of a subject’s muscle contractions in particular EMG signals that lead to unwanted micturition and/or fecal defecation.
- the electrical stimulation pattern parameters may be set or determined by a stimulation machine learning model.
- the stimulation machine learning model may comprise a Bayesian optimization model.
- the stimulation machine learning model may be trained with stimulation patterns that users of the devices and systems, described elsewhere herein, indicate as inhibiting incontinent events for particular types and/or subtypes of incontinence.
- the stimulation machine learning model may be trained with the patient’s type of incontinence.
- the stimulation machine learning algorithms may be trained in a cloud computing network and/or server in communication with the implantable and user- devices, described elsewhere herein, and re-distributed or downloaded to one or more users and/or patients.
- machine learning algorithms or other statistical algorithms may be used such as alternating decision trees (ADTree), decision stumps, functional trees (FT), logistic model trees (LMT), logistic regression, random forests (rf), receiver operational characteristic curves (ROC), linear regression, extreme gradient boosting (xgb), classification and regression trees, support vector machines (SVM), generalized additive model using splines (e.g., gamSpline), glmnet, multivariate adaptive regression splint (earth), neural network, k- means clustering, or any machine learning algorithm or statistical algorithm known in the art.
- ADTree alternating decision trees
- FT functional trees
- LMT logistic model trees
- rf random forests
- ROC receiver operational characteristic curves
- linear regression extreme gradient boosting
- xgb extreme gradient boosting
- classification and regression trees such as classification and regression trees, support vector machines (SVM), generalized additive model using splines (e.g., gamSpline), glmnet, multivariate adaptive regression splin
- One or more algorithms may be used together to generate an ensemble method, wherein the ensemble method may be optimized using a machine learning ensemble meta-algorithm such as boosting (e.g., AdaBoost, LPBoost, TotalBoost, BrownBoost, MadaBoost, LogitBoost, etc.) to reduce bias and/or variance.
- boosting e.g., AdaBoost, LPBoost, TotalBoost, BrownBoost, MadaBoost, LogitBoost, etc.
- the machine learning algorithm may comprise a constrained machine learning algorithm configured to run on micro-processors.
- the machine learning algorithm may comprise a machine learning algorithm operating on within a TinyML framework.
- the machine learning algorithm, described elsewhere herein may be trained offline. The offline training may be completed on a server, cloud, or other dedicated computing clusters.
- the software may be executed by a processor located on the implanted stimulator.
- the software located on the implanted stimulator may utilize a TinyML constrained machine learning model to accommodate the processing and memory parameters of the implanted stimulator.
- the software may be executed offline on a cloud based computing and/or dedicated computing cluster(s).
- the offline processing workflow may include a high-speed (Bluetooth, Wi-Fi, medical implant communication systems, etc.) data transfer between the implanted stimulator and a local personal computing device (smartphone, tablet, laptop, etc.).
- the trained machine learning classifiers trained on or more datasets may then be downloaded to each patient’s device 1308 to further improve the machine learning classifier’s accuracy.
- the machine learning models may be configured to sense subject effort and/or providing sufficient excitation based on e.g., parameters of frequency, amplitude, and/or pulse-width as described elsewhere herein.
- the datasets of one or more individuals may be pooled together as a training dataset where the subjects show characteristics of similarity between clinical presentation and parameters of excitatory/sensory input.
- clinical presentation may comprise clinical incontinence type, subject clinical meta data, e.g., gender, age, past medical history, current medications taken, past surgical intervention, etc.
- the amplifier circuit may be configured to amplify signals from at most about 50 ⁇ V, about 100 ⁇ V, about 150 ⁇ V, about 300 ⁇ V, about 500 ⁇ V, about 700 ⁇ V, about 900 ⁇ V, or about 1,000 ⁇ V. In some cases, the amplifier circuit may be configured to amplify signals with a frequency of about 1 Hz to about 1,500 Hz.
- the amplifier circuit may be configured to amplify signals with a frequency of about 1 Hz to about 20 Hz, about 1 Hz to about 40 Hz, about 1 Hz to about 80 Hz, about 1 Hz to about 100 Hz, about 1 Hz to about 150 Hz, about 1 Hz to about 200 Hz, about 1 Hz to about 250 Hz, about 1 Hz to about 500 Hz, about 1 Hz to about 750 Hz, about 1 Hz to about 1,000 Hz, about 1 Hz to about 1,500 Hz, about 20 Hz to about 40 Hz, about 20 Hz to about 80 Hz, about 20 Hz to about 100 Hz, about 20 Hz to about 150 Hz, about 20 Hz to about 200 Hz, about 20 Hz to about 250 Hz, about 20 Hz to about 500 Hz, about 20 Hz to about 750 Hz, about 20 Hz to about 1,000 Hz, about 20 Hz to about 1,500 Hz, about 40 Hz to about 80 Hz, about 40 Hz to about 100 Hz, about 20
- the amplifier circuit may be configured to amplify signals with a frequency of about 1 Hz, about 20 Hz, about 40 Hz, about 80 Hz, about 100 Hz, about 150 Hz, about 200 Hz, about 250 Hz, about 500 Hz, about 750 Hz, about 1,000 Hz, or about 1,500 Hz. In some cases, the amplifier circuit may be configured to amplify signals with a frequency of at least about 1 Hz, about 20 Hz, about 40 Hz, about 80 Hz, about 100 Hz, about 150 Hz, about 200 Hz, about 250 Hz, about 500 Hz, about 750 Hz, or about 1,000 Hz.
- the amplifier circuit may be configured to amplify signals with a frequency of at most about 20 Hz, about 40 Hz, about 80 Hz, about 100 Hz, about 150 Hz, about 200 Hz, about 250 Hz, about 500 Hz, about 750 Hz, about 1,000 Hz, or about 1,500 Hz.
- the amplified signal may then be passed to a filter 1004.
- the filter may comprise a low-pass, high-pass, band-pass, notch, or any combination thereof filter.
- the filter may be configured to filter the frequency band of about 1 Hz to about 70 Hz.
- the one or more stimulator electrodes 122 may output an electric stimulation pattern 124 in response to what is detected by the one or more sensor electrodes 120.
- the electric stimulation pattern 124 may comprise one or more electrical signals.
- the electric stimulation pattern 124 may comprise a continuous wave signal (e.g., an electric stimulation signal with a constant frequency in time) and a burst or beating signal superimposed onto the continuous wave signal.
- the burst or beating signal may only be enabled for a short duration of time compared to the continual temporal aspect of the continuous wave signal.
- the on-state and/or off- state may comprise at most about 0.5 s, about 1 s, about 1.2 s, about 1.5 s, about 2 s, about 2.5 s, about 3 s, about 3.5 s, about 4 s, about 5 s, or about 6.5 s.
- an electrical stimulation pattern provided during an on-state may comprise an oscillating electric stimulation pattern.
- the oscillating electric stimulation pattern may comprise one or more frequencies.
- the frequency of the oscillating electrical stimulation may be chosen based upon prior knowledge of how similar subjects respond with a particular frequency or range of frequencies of the oscillating electrical stimulation pattern.
- an EMG signal threshold may determine that a contraction of at least one pelvic muscle has occurred.
- the strength of the EMG signal may be proportional to the strength of the contraction of at least one pelvic muscle.
- the sensor electrode detects an action potential signal.
- the device comprises an amplifier to amplify the signal obtained by the sensor electrode, to facilitate analysis and classification of the signal by the processor.
- the sensor electrode may be implanted within the pelvis of the individual. In some instances, the sensor electrode may be implanted at or adjacent to the pudendal nerve. In some cases, the sensor electrode may be implanted at or adjacent to the sacral nerve. In some cases, the sensor electrode may be implanted within or adjacent to one or more of the pelvic muscles.
- one sensor electrode and one stimulator electrode may be located on a single lead. In some instances, the sensor electrode and the stimulator electrode may be located on separate leads. In some cases, the sensor electrode and the stimulator electrode may each be located on its own lead. In some cases, the one or more sensor electrodes and one or more stimulator electrodes may be in a linear geometry, triangular geometry, square geometry, hexagonal geometry, or a general polygonal geometry. In some cases, the electrodes located on a single lead may be spaced by a distance. In some cases, the spacing provides the capability to stimulate multiple locations along the length of the nerve.
- the one or more electrodes on a lead may comprise about 1 electrode to about 2 electrodes, about 1 electrode to about 3 electrodes, about 1 electrode to about 4 electrodes, about 1 electrode to about 5 electrodes, about 1 electrode to about 6 electrodes, about 1 electrode to about 7 electrodes, about 1 electrode to about 8 electrodes, about 1 electrode to about 9 electrodes, about 1 electrode to about 10 electrodes, about 2 electrodes to about 3 electrodes, about 2 electrodes to about 4 electrodes, about 2 electrodes to about 5 electrodes, about 2 electrodes to about 6 electrodes, about 2 electrodes to about 7 electrodes, about 2 electrodes to about 8 electrodes, about 2 electrodes to about 9 electrodes, about 2 electrodes to about 10 electrodes, about 3 electrodes to about 4 electrodes, about 3 electrodes to about 5 electrodes, about 3 electrodes to about 6 electrodes, about 3 electrodes to about 7 electrodes, about 3 electrodes to about 8 electrodes, about 3 electrodes to about 9 electrodes, about 3 electrodes to about 10 electrodes, about 4 electrodes to about 5 electrodes, about
- the one or more leads may comprise a length of about 20 cm, about 25 cm, about 30 cm, about 35 cm, about 40 cm, about 45 cm, or about 50 cm. In some instances, the one or more leads may comprise a length of at least about 20 cm, about 25 cm, about 30 cm, about 35 cm, about 40 cm, or about 45 cm. In some instances, the one or more leads may comprise a length of at most about 25 cm, about 30 cm, about 35 cm, about 40 cm, about 45 cm, or about 50 cm. In some cases, the one or more leads may comprise a diameter. In some cases, the diameter of the lead may vary based upon the anatomy of the individual or subject receiving the implanted device and leads.
- the one or more leads may have an outer diameter of about 0.1 mm, about 0.2 mm, about 0.3 mm, about 0.5 mm, about 0.8 mm, about 1 mm, about 1.2 mm, about 1.4 mm, about 1.5 mm, or about 2 mm. In some cases, the one or more leads may have an outer diameter of at least about 0.1 mm, about 0.2 mm, about 0.3 mm, about 0.5 mm, about 0.8 mm, about 1 mm, about 1.2 mm, about 1.4 mm, or about 1.5 mm.
- the stimulator electrode may provide an electrical stimulation to one or more of the nerves innervating the anal sphincter. In some cases, the stimulator electrode may provide an electrical stimulation to one or more of the nerves innervating the anus. In some instances, the stimulator electrode may provide an electrical stimulation to one or more of the nerves innervating the rectum. In some cases, the stimulator electrode may provide an electrical stimulation to one or more of the nerves innervating the bowel. In some instances, the devices described herein may comprise a plurality of stimulator electrodes. In some instances, the devices described herein may comprise one or more stimulator electrodes. In some instances, the devices described herein may comprise a different stimulator electrode, or a second stimulator electrode.
- the intensity or duration of the electrical stimulation provided may prevent an episode of incontinence varies according to the individual’s response to a possible episode of incontinence that is sensed by the sensor electrode.
- the individual’s response to prevent a possible episode of incontinence that is sensed by the sensor electrode may be insufficient on its own to prevent the episode of incontinence and the electrical stimulation delivered by the stimulator electrode of the device provides sufficient stimulation, together with the response, to prevent the episode of incontinence.
- the individual s response to prevent a possible episode of incontinence that may be sensed by the sensor electrode combined with the electrical stimulation delivered by the stimulator electrode of the device provides sufficient stimulation to trigger the action potential of the muscles responsible for the incontinence, resulting in contraction of the muscle.
- the combined stimulation from the individual and the device may result in contraction of a muscle.
- the muscle may comprise a urethral sphincter.
- the muscle may comprise an anal sphincter.
- the muscle may comprise one or more of the pelvic floor muscles.
- the sensor electrode may comprise casing and a lead.
- the casing may be made of titanium or a titanium alloy.
- the lead may be made of a metal alloy.
- Device Anchors In some cases, the devices may be anchored when implanted by one the one or more surgical device. In some instances, anchoring of the devices may be achieved by sliding the device over the lead, described elsewhere herein, and then compressing it onto the lead using ligatures such that it is immobile. These ligatures may be used to fix the anchoring device to native adjacent tissue such as ligament or periosteum. In some instances, the device may comprise groves for the purpose of aligning compression ligatures. In some instances, the anchoring device may comprise a torque system to compress the device onto the lead such that it is immobile. In some instances, the device may be compressed at a single point onto the lead.
- the electrical fluctuations 142 may represent a cough, sudden movement, change in inertia, or any combination thereof from an electromyography (EMG) reading.
- EMG electromyography
- the bio- signal captured by the sensor electrode may be analyzed and classified 144 to identify any stress events, such as a cough or a sudden movement, from an EMG reading.
- the identified stress event may initiate a process 146 by which the implantable electric stimulator may deliver an electric stimulation pattern 148 to via one or more stimulator electrodes to a one or more pudendal nerve to prevent an episode of incontinence.
- the stimulator electrode may deliver an electrical stimulation by the one or more stimulator electrodes 122 that is configured to supplement the innate reflex detected by the one or more sensor electrodes 120 to account for the stress event otherwise leading to an incontinence event.
- the electric stimulator may comprise a width and length to be readily implantable in a patient. In some cases, the electric stimulator may comprise a width and length to accommodate circuitry and/or other system level components, described elsewhere herein. In some instances, the electric stimulator may comprise a width and length to provide sufficient space for a battery, where the battery may comprise a lifetime after which the battery may be replaced. In some cases, the battery lifetime may comprise about 5 years to about 15 years.
- the battery lifetime may comprise about 5 years, about 6 years, about 7 years, about 8 years, about 9 years, about 10 years, about 11 years, about 12 years, about 13 years, about 14 years, or about 15 years. In some cases, the battery lifetime may comprise at least about 5 years, about 6 years, about 7 years, about 8 years, about 9 years, about 10 years, about 11 years, about 12 years, about 13 years, or about 14 years. In some cases, the battery lifetime may comprise at most about 6 years, about 7 years, about 8 years, about 9 years, about 10 years, about 11 years, about 12 years, about 13 years, about 14 years, or about 15 years. In some cases, the electric stimulator battery may require charging once in about 1 day to about 12 days.
- the electric stimulator battery may require charging once in about 1 day to about 2 days, about 1 day to about 3 days, about 1 day to about 4 days, about 1 day to about 5 days, about 1 day to about 6 days, about 1 day to about 7 days, about 1 day to about 8 days, about 1 day to about 9 days, about 1 day to about 10 days, about 1 day to about 11 days, about 1 day to about 12 days, about 2 days to about 3 days, about 2 days to about 4 days, about 2 days to about 5 days, about 2 days to about 6 days, about 2 days to about 7 days, about 2 days to about 8 days, about 2 days to about 9 days, about 2 days to about 10 days, about 2 days to about 11 days, about 2 days to about 12 days, about 3 days to about 4 days, about 3 days to about 5 days, about 3 days to about 6 days, about 3 days to about 7 days, about 3 days to about 8 days, about 3 days to about 9 days, about 3 days to about 10 days, about 3 days to about 11 days, about 3 days to about 12 days, about 3 days to
- the electric stimulator battery may require charging once in about 1 day, about 2 days, about 3 days, about 4 days, about 5 days, about 6 days, about 7 days, about 8 days, about 9 days, about 10 days, about 11 days, or about 12 days. In some cases, the electric stimulator battery may require charging once in at least about 1 day, about 2 days, about 3 days, about 4 days, about 5 days, about 6 days, about 7 days, about 8 days, about 9 days, about 10 days, or about 11 days. In some cases, the electric stimulator battery may require charging once in at most about 2 days, about 3 days, about 4 days, about 5 days, about 6 days, about 7 days, about 8 days, about 9 days, about 10 days, about 11 days, or about 12 days.
- the electric stimulator may comprise a length of at most about 5 mm, about 10 mm, about 15 mm, about 20 mm, about 25 mm, about 30 mm, about 35 mm, about 40 mm, about 45 mm, or about 50 mm. In some instances, the electric stimulator may comprise a height of about 0.5 mm to about 5.5 mm.
- the electric stimulator may comprise a height of at most about 1 mm, about 1.5 mm, about 2 mm, about 2.5 mm, about 3 mm, about 3.5 mm, about 4 mm, about 4.5 mm, about 5 mm, or about 5.5 mm. In some instances, the electric stimulator may comprise a mass of about 1 g to about 18 g.
- the software may be configured to adjust parameters of the sensor electrode in response to the observed signal.
- the recorded signal of the sensor electrode by the software may observe a signal that saturates the sensor electrode’s dynamic range.
- the gain of the sensor electrode may be adjusted by the software to allow for sufficient monitoring and thresholding of the myoelectric EMG signals of the individual.
- Nerve Stimulation Using the Device FIG.3 shows an exemplary embodiment of the devices and methods described herein implanted in an individual.
- the implanted device may target the pudendal nerve 133 by placing the sensor electrodes 134 and 136 and stimulation electrodes near pudendal nerve 130 and 132.
- FIG.5 shows an exemplary embodiment of a system block diagram for the devices and methods described herein with the slow- and fast-adapting algorithms.
- the systems disclosed herein may comprise a plurality of sub-modules.
- the sub- modules may comprise: an offline analysis module 152, a clinician control module 154, a patient controller module 156, an implantable module 160, or any combination thereof.
- the implantable pulse generator 160 may comprise a corresponding MICS-telemetry communication platform to that of the MICS communication platform of the patient controller module, enabling the communication between the two devices over an ad hoc Wi-Fi network 158.
- the implantable pulse generator 160 may further comprise a three-axis accelerometer biopotential amplifier that may be electrically coupled to one or more electrodes leads 214.
- the one or more electrode leads may comprise one or more stimulator and/or sensor electrodes.
- a biopotential amplifier may be electrically coupled to a computation sub module comprising a classifier, control policy, real-time clock scheduler, microprocessor, or any combination thereof.
- a user, patient, and/or medical care personnel may press and/or interact with button 716 based mixed graphic and text indicators, and/or switch mixed graphic and text indicators ( 705, 711).
- the user, patient, and/or medical care personnel may double tap a user interface object to enable an emergency state.
- the emergency state may enable the implanted stimulator to provide electrical stimulation immediately in response to the double tap command.
- a parameter or setting value of the user interface objects may be modified and/or changed by tilting the patient controller module. In some cases, tilting the patient controller module in a first direction may increase the parameter and/or setting value of the user interface object whereas tilting the patient controller module in a second direction opposite the first direction may decrease the parameter and/or setting value.
- the user interface between devices such as smart phones and tablets or other personal computing device may comprise a scaled version of the user interface.
- the different user interface views e.g., the view shown in FIG.7A and FIG.7B may display varying user interface objects.
- the user interface objects may comprise one or more buttons 716, switches (711,716), and/or graphical or image based representation of data (721,730, 723).
- users may customize the user interface object with a selection of one or more user interface objects (e.g., buttons, switch button to enable various device operation modes, graphical displays of device data, etc.).
- the user views may be a predetermine set of views with set user interface object.
- the user may customize and/or create one or more views accessible by the a menu icon 702.
- the menu icon 702 may be configured to display one or more submenu options.
- the one or more submenu options may comprise personal identification, account information, device registration, customer support, or any combination thereof submenus.
- one submenu may comprise information of how to connect the device platform to pre-existing health care providers.
- the user interface may comprise a notification object 701. The notification object may display a unique or highlighted state if a particular notification of device performance, detection of an incontinence event, or any combination thereof is to be provided to the user of the device.
- a user may interact with a press the notification object to view, in the form of a pop-up dialogue, the particular notification.
- the one or more user interface objects may comprise text and/or mixed text and vector objects representations of the various API function calls and/or sub-user interface views, as seen in FIGS.7A-7B.
- the user interface may comprise mixed text and vector objects that permit the subject or user to activate 705 or de-activate 711 electrical stimulation of the device 716, adjust device parameters 715, indicate therapy state 717, view device measured EMG signals 721, view stimulator electrode electrical signal characteristics (e.g., frequency, amplitude, pulse width, etc.) delivered, view a medical portal to submit user data to a health care provider, log resulting incontinent events 719 overlaid on top of measured ENG/EMG signals, or any combination thereof.
- the user interface may further comprise a battery 712 and wireless communication connectivity indicator for the users and/or subjects to visualize patient controller module 156 operating properties.
- the graphical therapy object may display detected EMG/ENG signals 726 and corresponding stimulation profiles 728. In some cases, the graphical therapy object may display leak events 719 of where the user indicated an incontinent event but where the device did not provide stimulation.
- Another user interface object may comprise a GPS and motion activity object 730. In some instances, the motion activity object 730 may display GPS and motion data of the subject over time. The GPS and motion data may be useful considerations when improving the classifier described elsewhere herein.
- Another user interface object may comprise a charging indicator object 723. In some cases, the charging indicator object may display charge capacitance of the implanted stimulator over a period of time. In some cases, the charging indicator object may be used to monitor the health of the battery of the implanted stimulator.
- FIG.6A illustrates a workflow of a method 216 for preventing an episode of incontinence in an individual sufferer.
- the method may comprise the steps of (a) implanting a sensor electrode and stimulator electrode within a body of an individual 218; (b) sensing with the sensor electrode, a parameter that is associated with a response from the individual to prevent an episode of incontinence 220; and (c) providing an electrical stimulation, with the stimulator electrode, that, together with the response, prevents the episode of incontinence 222.
- the methods described herein prevent the episode of urinary incontinence.
- the urinary incontinence may comprise at least one of urge incontinence, stress incontinence, overflow incontinence, or mixed incontinence.
- the methods described herein may prevent the episode of fecal incontinence.
- the method may comprise a step of providing a constant electrical stimulation at a lower intensity level than the electrical stimulation provided in step (c).
- the constant electrical stimulation provided at a lower intensity may assist individual’s suffering from urge incontinence.
- the intensity or duration of the electrical stimulation provided in step (c) may vary according to the response that is sensed in step (b).
- the response may vary in step (c) due to stress events such as coughing, laughing, or exercising that may require an increase in electrical stimulation to prevent an episode of incontinence.
- the time period between sensing a parameter 224 and providing an electrical stimulation 226 may be described as a response time 228 ⁇ as shown in FIG.6B.
- the stimulation may be provided for a duration of stimulation 227.
- the duration of stimulation 227 may comprise about 1 second to about 30 seconds. In some cases, the duration of stimulation 227 may comprise about 1 second to about 2 seconds, about 1 second to about 3 seconds, about 1 second to about 4 seconds, about 1 second to about 5 seconds, about 1 second to about 10 seconds, about 1 second to about 12 seconds, about 1 second to about 14 seconds, about 1 second to about 16 seconds, about 1 second to about 20 seconds, about 1 second to about 25 seconds, about 1 second to about 30 seconds, about 2 seconds to about 3 seconds, about 2 seconds to about 4 seconds, about 2 seconds to about 5 seconds, about 2 seconds to about 10 seconds, about 2 seconds to about 12 seconds, about 2 seconds to about 14 seconds, about 2 seconds to about 16 seconds, about 2 seconds to about 20 seconds, about 2 seconds to about 25 seconds, about 2 seconds to about 30 seconds, about 3 seconds to about 4 seconds, about 3 seconds to about 5 seconds, about 3 seconds to about 10 seconds, about 3 seconds to about 12 seconds, about 3 seconds to about 14 seconds, about 3 seconds to about 16 seconds, about 3 seconds to about 20 seconds, about 3
- a detected EMG signal 1208 may be analyzed by a classifier 1210, described elsewhere herein, to determine when the EMG, ENG, accelerometer, gyroscope, magnetometer, pressure sensor signals or any combination thereof signals have crossed a pre-determined threshold, described elsewhere herein.
- the processor may enable stimulation 1212 to prevent the incontinent event from occurring.
- stimulation 1212 may comprise an extension of stimulation 1211 that may extend beyond the time the classifier 1210 determines there to be an incontinent event.
- the parameter may comprise an EMG signal.
- the EMG signal may determine that a contraction of at least one pelvic muscle has occurred.
- a strength of the EMG signal may be proportional to the strength of the contraction of at least one pelvic muscle.
- the electrical stimulation signal may comprise a first and second signals for the stimulation of a first pudendal nerve and a second pudendal nerve respectively.
- the method may further comprise recording the signal previously measured by the sensor electrode.
- the method may further comprise synthesizing an adjustment signal to adjust the sensor electrode in response to the recorded signal.
- Assessment of Treatment of Incontinence Ambulatory assessments after procedure In some embodiments, various ambulatory assessments may be taken to determine the effectiveness of the implantation procedure.
- the implanted IPG permits telemetric downloading of data (inputs, outputs, and event classification).
- the participant may be in an awake ambulatory setting and a series of resting and provoked electrophysiological data may be recorded.
- sensory and motor responses may be determined from the different sensor electrodes on the implanted leads.
- the electrodes with the most adequate response may be selected to initiate treatment.
- the patients may be subjected to different physiological events to program the IPG. In some embodiments, these events may comprise coughing, Valsalva maneuvers, picking up a 5kg weight, or any combination thereof.
- a prophylactic effect includes delaying, preventing, or eliminating the appearance of a disease or a condition, delaying or eliminating the onset of symptoms of a disease or a condition, slowing, halting, or reversing the progression of a disease or a condition, or any combination thereof.
- a subject at risk of developing a particular disease or a condition, or to a subject reporting one or more of the physiological symptoms of a disease or a condition may undergo treatment.
- the section headings used herein are for organizational purposes only and are not to be construed as limiting the subject matter described. While preferred embodiments of the present invention have been shown and described herein, it will be obvious to those skilled in the art that such embodiments are provided by way of example only.
- Numbered embodiment 28 comprises the system of embodiment 27, wherein the episode of incontinence comprises urinary incontinence.
- Numbered embodiment 29 comprises the system of embodiment 27, wherein the episode of incontinence comprises fecal incontinence.
- Numbered embodiment 30 comprises the system of embodiment 27, wherein the episode of incontinence comprises urinary stress incontinence.
- Numbered embodiment 31 comprises the system of embodiment 27, wherein the sensor electrode is configured to sense a contraction of a muscle of the individual that results in a partial contraction of a sphincter that controls bladder or bowel voiding.
- Numbered embodiment 32 comprises the system of embodiment 27, wherein the sensor electrode is positioned within the pelvis of the individual.
- Numbered embodiment 33 comprises the system of embodiment 27, wherein the stimulator electrode provides the electrical stimulation to the pudendal nerve of the individual.
- Numbered embodiment 34 comprises the system of embodiment 27, wherein the sensor and stimulator electrodes are located on a single lead.
- Numbered embodiment 35 comprises the system of embodiment 27, wherein the stimulator electrode is configured to provide a constant electrical stimulation at a lower intensity level than the electrical stimulation.
- Numbered embodiment 36 comprises the system of embodiment 27, wherein the episode of incontinence is urinary incontinence and is urge incontinence type.
- Numbered embodiment 37 comprises the system of embodiment 27, wherein an intensity or duration of the electrical stimulation varies according to the response that is sensed.
- Numbered embodiment 53 comprises the non-transitory computer readable storage medium including software of embodiment 52, wherein the episode of incontinence comprises urinary incontinence.
- Numbered embodiment 54 comprises the non- transitory computer readable storage medium including software of embodiment 52, wherein the episode of incontinence comprises fecal incontinence.
- Numbered embodiment 55 comprises the non-transitory computer readable storage medium including software of embodiment 52, wherein the episode of incontinence comprises urinary stress incontinence.
- Numbered embodiment 56 comprises the non-transitory computer readable storage medium including software of embodiment 52, wherein the sensor electrode is configured to sense a contraction of a muscle of the individual that results in a partial contraction of a sphincter that controls bladder or bowel voiding.
- Numbered embodiment 64 comprises the non-transitory computer readable storage medium including software of embodiment 62, wherein the response that is sensed by the sensor is insufficient on its own to prevent the episode of incontinence and the electrical stimulation provided together with the response, prevents the episode of incontinence.
- Numbered embodiment 65 comprises the non-transitory computer readable storage medium including software of embodiment 52, wherein the sensor electrode is configured to sense an EMG signal.
- Numbered embodiment 66 comprises the non-transitory computer readable storage medium including software of embodiment 65, wherein the EMG signal determines that a contraction of at least one pelvic muscle has occurred.
- Numbered embodiment 70 comprises the non-transitory computer readable storage medium including software of embodiment 52, wherein the sensor electrode is calibrated by the individual using an external input device that interfaces with the software.
- Numbered embodiment 71 comprises the non- transitory computer readable storage medium including software of embodiment 52, wherein the software is configured to further cause the processor to record a signal from the sensor electrode.
- Numbered embodiment 72 comprises the non-transitory computer readable storage medium including software of embodiment 71, wherein the software is configured to adjust the sensor electrode’s response to the signal.
- Numbered embodiment 79 comprises the method of embodiment 78, wherein the parameter is associated with the individual’s effort in trying to prevent an episode of incontinence, and wherein the electrical stimulation signal is synthesized so as to supplement the individual’s effort with an electrical stimulation pattern that will, together with the effort from the individual, be sufficient to prevent an episode of incontinence.
- Numbered embodiment 80 comprises the method of embodiment 79, wherein the response from the individual is insufficient on its own to prevent the episode of incontinence and the electrical stimulation signal is such that, when applied, it adds enough, together with the response, to prevent the episode of incontinence.
- Numbered embodiment 81 comprises the method of any one of embodiments 77 to 80, wherein the episode of incontinence comprises urinary incontinence.
- Numbered embodiment 90 comprises the method of embodiment 89, wherein the EMG signal determines that a contraction of at least one pelvic muscle has occurred.
- Numbered embodiment 91 comprises the method of embodiment 9066, wherein a strength of the EMG signal is proportional to the strength of the contraction of at least one pelvic muscle.
- Numbered embodiment 92 comprises the method of any one of embodiments 77 to 91, wherein the electrical stimulation signal comprises first and second signals for the stimulation of a first pudendal nerve and a second pudendal nerve respectively.
- Numbered embodiment 93 comprises the method of any one of embodiments 77 to 92, further comprising recording the signal previously measured by the sensor electrode.
- Numbered embodiment 94 comprises the method of embodiment 93, further comprising synthesizing an adjustment signal to adjust the sensor electrode in response to the recorded signal.
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| IL305807A IL305807A (en) | 2021-03-12 | 2022-03-11 | Systems for controlling urinary incontinence |
| EP22720754.5A EP4304706B1 (en) | 2021-03-12 | 2022-03-11 | Systems for incontinence control |
| KR1020237035014A KR20230156944A (ko) | 2021-03-12 | 2022-03-11 | 실금 조절을 위한 장치, 시스템 및 방법 |
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| EP25184281.1A EP4635555A3 (en) | 2021-03-12 | 2022-03-11 | Devices, systems, and methods for incontinence control |
| CN202280020807.4A CN116997387B (zh) | 2021-03-12 | 2022-03-11 | 用于失禁控制的系统 |
| GB2315516.1A GB2621723B (en) | 2021-03-12 | 2022-03-11 | Devices, systems and methods for incontinence control |
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| US12311164B2 (en) | 2017-11-10 | 2025-05-27 | Board Of Regents, The University Of Texas System | Devices and methods for neuromodulation |
| US20220401736A1 (en) * | 2021-06-22 | 2022-12-22 | University Of Washington | Apparatuses, systems and methods for implantable stimulator with externally trained classifier |
| US20240324968A1 (en) * | 2023-03-31 | 2024-10-03 | Welch Allyn, Inc. | Wearable incontinence predictor systems and devices, and methods for predicting incontinence |
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| CN118987494B (zh) * | 2024-10-23 | 2025-01-21 | 中国康复研究中心 | 一种膀胱腔内与盆底智能交互电刺激系统 |
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| US12397156B2 (en) | 2021-03-12 | 2025-08-26 | Amber Therapeutics Holdings Limited | Devices, systems, and methods for incontinence control |
| US12525240B1 (en) * | 2023-04-17 | 2026-01-13 | Snap Inc. | User calibration of EMG speech signal detection |
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| EP4635555A3 (en) | 2025-12-10 |
| US20240424296A1 (en) | 2024-12-26 |
| KR20230156944A (ko) | 2023-11-15 |
| GB2621723A (en) | 2024-02-21 |
| EP4304706A1 (en) | 2024-01-17 |
| EP4304706B1 (en) | 2025-07-30 |
| US12064625B2 (en) | 2024-08-20 |
| EP4635555A2 (en) | 2025-10-22 |
| US20230130942A1 (en) | 2023-04-27 |
| US20220288389A1 (en) | 2022-09-15 |
| CN116997387B (zh) | 2024-12-17 |
| US11565109B2 (en) | 2023-01-31 |
| US20230347145A1 (en) | 2023-11-02 |
| JP2024513688A (ja) | 2024-03-27 |
| US12397156B2 (en) | 2025-08-26 |
| US20260183544A1 (en) | 2026-07-02 |
| AU2022233568A1 (en) | 2023-09-14 |
| US12059564B2 (en) | 2024-08-13 |
| CN116997387A (zh) | 2023-11-03 |
| CA3211853A1 (en) | 2022-09-15 |
| IL305807A (en) | 2023-11-01 |
| US20260021298A1 (en) | 2026-01-22 |
| GB2621723B (en) | 2025-09-03 |
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