CN110464329A - A kind of method and apparatus of velocity of blood flow distribution measuring - Google Patents

A kind of method and apparatus of velocity of blood flow distribution measuring Download PDF

Info

Publication number
CN110464329A
CN110464329A CN201910657334.9A CN201910657334A CN110464329A CN 110464329 A CN110464329 A CN 110464329A CN 201910657334 A CN201910657334 A CN 201910657334A CN 110464329 A CN110464329 A CN 110464329A
Authority
CN
China
Prior art keywords
reconstruction region
unit
electrode
region
several
Prior art date
Legal status (The legal status 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 status listed.)
Granted
Application number
CN201910657334.9A
Other languages
Chinese (zh)
Other versions
CN110464329B (en
Inventor
杨丹
刘晏君
徐彬
多允慧
杨英健
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Northeastern University China
Original Assignee
Northeastern University China
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 Northeastern University China filed Critical Northeastern University China
Priority to CN201910657334.9A priority Critical patent/CN110464329B/en
Publication of CN110464329A publication Critical patent/CN110464329A/en
Application granted granted Critical
Publication of CN110464329B publication Critical patent/CN110464329B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/02Detecting, measuring or recording pulse, heart rate, blood pressure or blood flow; Combined pulse/heart-rate/blood pressure determination; Evaluating a cardiovascular condition not otherwise provided for, e.g. using combinations of techniques provided for in this group with electrocardiography or electroauscultation; Heart catheters for measuring blood pressure
    • A61B5/026Measuring blood flow
    • A61B5/0265Measuring blood flow using electromagnetic means, e.g. electromagnetic flowmeter
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/02Detecting, measuring or recording pulse, heart rate, blood pressure or blood flow; Combined pulse/heart-rate/blood pressure determination; Evaluating a cardiovascular condition not otherwise provided for, e.g. using combinations of techniques provided for in this group with electrocardiography or electroauscultation; Heart catheters for measuring blood pressure
    • A61B5/026Measuring blood flow
    • A61B5/0285Measuring or recording phase velocity of blood waves

Landscapes

  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Physics & Mathematics (AREA)
  • Hematology (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Surgery (AREA)
  • Biophysics (AREA)
  • Pathology (AREA)
  • Engineering & Computer Science (AREA)
  • Biomedical Technology (AREA)
  • Cardiology (AREA)
  • Medical Informatics (AREA)
  • Molecular Biology (AREA)
  • Physiology (AREA)
  • Animal Behavior & Ethology (AREA)
  • General Health & Medical Sciences (AREA)
  • Public Health (AREA)
  • Veterinary Medicine (AREA)
  • Electromagnetism (AREA)
  • Measuring Pulse, Heart Rate, Blood Pressure Or Blood Flow (AREA)
  • Magnetic Resonance Imaging Apparatus (AREA)

Abstract

The invention discloses a kind of method and apparatus of velocity of blood flow distribution measuring, wherein a kind of method of velocity of blood flow distribution measuring, comprising: in the magnetic field of the cross-section setting constant homogeneous to reconstruction region;By n electrode arrangements the cross section outside;Using one of electrode as reference electrode, remaining n-1 electrode is measuring electrode, obtains n-1 induced electricity potential difference;By the neighbouring electrode of the reference electrode clockwise or counter-clockwise, is chosen as new reference electrode, remaining n-1 electrode is measuring electrode, obtains n-1 induced electricity potential difference;Until traversing all electrodes is new reference electrode, n* (n-1) a induced electricity potential difference is finally obtained;A induced electricity potential difference of n* (n-1) calculates the blood flowrate of each reconstruction region, and then obtain the velocity of blood flow to reconstruction region and be distributed by reconstructing equation as input data.To solve the problem of that traditional measurement obtains that data volume is few to influence measurement accuracy.

Description

A kind of method and apparatus of velocity of blood flow distribution measuring
Technical field
The present invention relates to biomedical engineering field, specifically a kind of method and apparatus of velocity of blood flow distribution measuring.
Background technique
According to Faraday's electromagnetic induction law, when conductor passes through stationary magnetic field with a certain speed, both ends can be generated vertically In the induced electricity potential difference of magnetic direction, induced electricity potential difference size has linear relationship with the product of magnetic field strength and conductor speed, Here it is the basic principles based on electromagnetic induction measurement fluid velocity.
Blood flow measurement technology based on electromagnetic induction can be applied to the narrow early diagnosis and prevention of human body artery, and existing It is few by induced potential difference data based on electromagnetic induction blood flow measurement technology and increase measuring electrode and the cost that causes increases Contradictory limitation, the blood flow or flow velocity of regional area can only be measured at present.Although can judge the stenosis of artery, It can not determine specific narrow location.
Application No. is 201810927376.5 patents to disclose a kind of blood of human body flow-speed measurement method and its device, bright By the setting of multiple electrodes and multiple measured zones, the limitation of traditional multi-electrode electromagnetic flow meter convection is broken, will pass The average speed for the entire measurement cross section that system flowmeter is had in mind is converted into the average axial velocity in each infinitesimal, solves doctor Velocity of blood flow test problems in treatment.But the dependence there are electromagnetic induction measurement accuracy and reconstruction region to electrode number, The artificial subjective problem of reconstruction region division mode.Such as: the above method and its device can only obtain 15 effectively Potential difference data, at most can only 15 reconstruction regions of accurate reconstruction, and artificially selected 15 reconstruction regions, 15 reconstruct Region includes there are the region of blood vessel and there is no the regions of blood vessel, artificially select it is subjective, and during actual measurement The specific location of blood vessel is not known, it is difficult to be applied in practice.
Summary of the invention
In view of this, the present invention provides a kind of method and apparatus of velocity of blood flow distribution measuring, to solve traditional measurement The problem of acquisition data volume is few, influences measurement accuracy.
In a first aspect, the present invention provides a kind of method of velocity of blood flow distribution measuring, comprising:
In the magnetic field of the cross-section setting constant homogeneous to reconstruction region;
By n electrode arrangements the cross section outside;
Using one of electrode as reference electrode, remaining n-1 electrode is measuring electrode, obtains n-1 induced electricity potential difference;
By clockwise or counter-clockwise, choosing the neighbouring electrode of the reference electrode as new reference electrode, remaining n-1 A electrode is measuring electrode, obtains n-1 induced electricity potential difference;
Until traversing all electrodes is new reference electrode, n* (n-1) a induced electricity potential difference is finally obtained;
A induced electricity potential difference of n* (n-1) calculates the blood of each reconstruction region by reconstructing equation as input data Flow velocity value, and then obtain the velocity of blood flow to reconstruction region and be distributed;
Wherein, described to reconstruction region is region to be measured, n > 2.
Preferably, it before the blood flowrate for calculating each reconstruction region, divides, obtains to reconstruction region to described To several regions, several regions are reconstruction region, to calculate the velocity of blood flow in each reconstruction region to the n* (n-1) The contribution weight of a induced electricity potential difference.
Preferably, the division methods of the reconstruction region are as follows:
Selection is described to reconstruction region, and the detection shape to reconstruction region;
Find it is described to the geometric center of reconstruction region at;
To establish two-dimentional polar coordinate system as pole at the geometric center;
In the two-dimentional polar coordinate system, as pole, to be carried out to the shape by several scales at the geometric center It reduces, obtains several scale shapes;
Using pole as initial point, using the polar axis as side, rotates, obtain in the two-dimentional polar coordinate system according to set angle Several polar diameters;
Several scale shapes are divided into several regions respectively by several polar diameters, and several regions are reconstruct area Domain;
Wherein, it is described to reconstruction region be need to measure velocity of blood flow distribution region.
Preferably, the cross section to reconstruction region is equivalent to justify, the shape to reconstruction region is circle;Or
The cross section to reconstruction region is equivalent to justify, the shape to reconstruction region is circle;Described two It ties up in polar coordinate system, as pole, to be reduced to the shape by several scales at the geometric center, obtain several scales Shape method particularly includes: the number h for determining several scale shapes, using the pole as the center of circle, using k*R/h as radius according to It is secondary to make concentric circles outward, obtain several scale shapes;
Wherein, several scale shapes are circular shape;Radius of the R for described in reconstruction region, coefficient k=1, 2...h。
Preferably, the reconstruct equation are as follows:
Wherein, VMIndicate the average velocity of axes of m-th reconstruction region, WNMIndicate the flowing in m-th region to n-th sense Answer the contribution weight of potential difference, AMIndicate the area of m-th reconstruction region, Δ UNIndicate that n-th measures induced electricity potential difference.
Second aspect, the present invention provide a kind of device of velocity of blood flow distribution measuring, comprising:
Magnetic field units, in the magnetic field of the cross-section setting constant homogeneous to reconstruction region;
Electrode unit, by n electrode arrangements the cross section outside;
Induced electricity potential difference acquiring unit, for using one of electrode as reference electrode, remaining n-1 electrode to be measurement electricity Pole obtains n-1 induced electricity potential difference;
Updating unit, it is electric as new reference by the neighbouring electrode for clockwise or counter-clockwise, choosing the reference electrode Pole, remaining n-1 electrode are measuring electrode, obtain n-1 induced electricity potential difference;
Traversal Unit finally obtains n* (n-1) a induced electricity potential difference until traversing all electrodes is new reference electrode;
Computing unit, a induced electricity potential difference of n* (n-1) are calculated each heavy as input data by reconstructing equation The blood flowrate in structure region, and then obtain the velocity of blood flow to reconstruction region and be distributed;
Wherein, described to reconstruction region is region to be measured, n > 2.
Preferably, the device, further includes:
Reconstruction region division unit or device;
The reconstruction region division unit or device, before the blood flowrate for calculating each reconstruction region, to institute It states and is divided to reconstruction region, obtain several regions, several regions are reconstruction region, to calculate in each reconstruction region Velocity of blood flow to the contribution weight of a induced electricity potential difference of the n* (n-1).
Preferably, the reconstruction region division unit or device, comprising:
Detection unit, computing unit, polar coordinate system establish unit, scale shape unit polar diameter unit and division unit;Institute It states detection unit to connect with the computing unit and the scale shape unit respectively, the computing unit and the polar coordinate system Unit connection is established, the polar coordinate system is established unit and also connect with the scale shape unit and the polar diameter unit, described Scale shape unit and the polar diameter unit are also connect with the division unit;
The detection unit, for selecting to reconstruction region, and the detection shape to reconstruction region;
The computing unit, for find it is described to the geometric center of reconstruction region at;
The polar coordinate system establishes unit, for establish two-dimentional polar coordinate system as pole at the geometric center;
The scale shape unit, in the two-dimentional polar coordinate system, using at the geometric center as pole, to institute It states shape to be reduced by several scales, obtains several scale shapes;
The polar diameter unit is used for using pole as initial point, using the polar axis as side, according to set angle in the two-dimentional pole It is rotated in coordinate system, obtains several polar diameters;
Several scale shapes are divided into several regions, institute respectively for several polar diameters by the division unit Stating several regions is reconstruction region;
Wherein, it is described to reconstruction region be need to measure velocity of blood flow distribution region.
Preferably, the detection unit, comprising: equivalent unit;
The equivalent unit, for the cross section to reconstruction region to be equivalent to justify, the shape to reconstruction region Shape is circle;Or
The equivalent unit, for the cross section to reconstruction region to be equivalent to justify, the scale shape unit is complete At following operation: determine the number h of several scale shapes, it is successively outside by radius of k*R/h using the pole as the center of circle Make concentric circles, obtains several scale shapes;
Wherein, several scale shapes are circular shape;Radius of the R for described in reconstruction region, coefficient k=1, 2...h。
Preferably, the reconstruct equation are as follows:
Wherein, VMIndicate the average velocity of axes of m-th reconstruction region, WNMIndicate the flowing in m-th region to n-th sense Answer the contribution weight of potential difference, AMIndicate the area of m-th reconstruction region, Δ UNIndicate that n-th measures induced electricity potential difference.
The present invention at least has the following beneficial effects:
The present invention provides a kind of method and apparatus of velocity of blood flow distribution measuring, obtains data volume to solve traditional measurement Less, the problem of affecting measurement accuracy.
Detailed description of the invention
By the description below with reference to attached drawing to the embodiment of the present invention, the above and other purposes of the present invention, feature and Advantage is apparent, in the accompanying drawings:
Fig. 1 is the method flow diagram that a kind of reconstruction region of the embodiment of the present invention divides;
Fig. 2 is the schematic device that a kind of reconstruction region of the embodiment of the present invention divides;
Fig. 3 is that the reconstruction region that the present invention is equivalent to bowlder to the cross section of reconstruction region shape divides schematic diagram;
Fig. 4 is a kind of method flow diagram of velocity of blood flow distribution measuring of the embodiment of the present invention;
Fig. 5 is upper limb velocity of blood flow distribution reconstructing method schematic illustration of the embodiment of the present invention based on electromagnetic induction;
Specific embodiment
Below based on embodiment, present invention is described, but it is worth noting that, the present invention is not limited to these realities Apply example.It is detailed to describe some specific detail sections below in datail description of the invention.However, for not detailed The present invention can also be understood completely in the part described to the greatest extent, those skilled in the art.
In addition, it should be understood by one skilled in the art that provided attached drawing simply to illustrate that the purpose of the present invention, Feature and advantage, attached drawing are not to be actually drawn to scale.
Meanwhile unless the context clearly requires otherwise, "include", "comprise" etc. otherwise throughout the specification and claims Similar word should be construed as the meaning for including rather than exclusive or exhaustive meaning;That is, being " including but not limited to " Meaning.
Fig. 1 is the method flow diagram that a kind of reconstruction region of the embodiment of the present invention divides.As shown in Figure 1, a kind of reconstruction region The method of division, comprising: step 101 selection is to reconstruction region, and the detection shape to reconstruction region;Step 102 is sought Look for it is described to the geometric center of reconstruction region at;Step 103 is to establish two-dimentional polar coordinate system as pole at the geometric center;Step Rapid 104 in the two-dimentional polar coordinate system, as pole, to contract to the shape by several scales at the geometric center It is small, obtain several scale shapes;Step 105 is existed as side according to set angle using pole as initial point using ray where the polar axis It is rotated in the two dimension polar coordinate system, obtains several polar diameters;Several polar diameters described in step 106 are respectively by several scale shapes Several regions are divided into, several regions are reconstruction region;Wherein, described to divide to reconstruction region to need to measure velocity of blood flow The region of cloth.
Step 101 selection is to reconstruction region, and detects the shape to reconstruction region method particularly includes: as selected Human upper limb (arm) is to reconstruction region, that is, needing to measure the region that velocity of blood flow is distributed is human upper limb, is examined using edge Survey method detects the shape of human upper limb, detects and draws the edge lines that human upper limb waits for reconstructed sectional, obtain area to be reconstructed Domain.
Step 102 find it is described to the geometric center of reconstruction region at method particularly includes: will be equivalent to advise to reconstruction region Then figure such as selects human upper limb (arm) for reconstruction region, then equivalent can be round or oval its.If will be to Reconstruction region is equivalent to circle, then to the geometric center of reconstruction region in the center point;If ellipse will be equivalent to reconstruction region Shape, then to the geometric center of reconstruction region at the center of oval two focus lines.
Step 103 is to establish two-dimentional polar coordinate system as pole at the geometric center method particularly includes: such as with area to be reconstructed It is pole O at the geometric center in domain, is polar axis Ox from pole to a ray is drawn to reconstruction region outside, then selected one long The positive direction (counterclockwise or clockwise) for spending unit and angle, for any point P in plane, indicates line segment with r The length of OP, θ indicate the angle from Ox to OP, and r is called the polar diameter of point P, and θ is called the polar angle of point P, has ordinal number to be just (r, θ) The polar coordinates of point M, the coordinate system being built such that are called polar coordinate system, since the method for building up of two-dimentional polar coordinate system is fairly simple, Legend is not provided herein, specifically can refer to Fig. 3 understanding.
Step 104 is in the two-dimentional polar coordinate system, as pole, to press several rulers to the shape at the geometric center Degree is reduced, and several scale shapes are obtained method particularly includes: centered on the pole at the geometric center, in detection institute It is done if stating and being chosen in the shape edges to reconstruction region, if several distances for doing the center are calculated, according to institute The certain proportion coefficient (that is, several scales) for stating several distances is reduced to obtain several rulers to the shape to reconstruction region Spend shape, wherein proportionality coefficient is less than 1.
Step 105 is using pole as initial point, using ray where the polar axis as side, sits according to set angle in the two-dimentional pole It is rotated in mark system, obtains several polar diameters method particularly includes: using pole as initial point, using ray where the polar axis as side, according to Set angle rotates in the two-dimentional polar coordinate system, can rotate, can also rotate clockwise counterclockwise.To rotate clockwise For: when using pole as initial point, ray where the polar axis is side, is rotated in the two-dimentional polar coordinate system according to set angle Afterwards, with the first polar diameter is obtained after reconstruction region edge intersects, then using pole as initial point, with ray where first polar diameter The second polar diameter is obtained after rotating in the two-dimentional polar coordinate system according to set angle for side, and so on, obtain the pole N Diameter.That is to say, being, the number of polar diameter is 360 °/set angle, if set angle is 20 °, the number of polar diameter is 18.
Several scale shapes are divided into several regions, several regions respectively by several polar diameters described in step 106 For reconstruction region;Wherein, it is described to reconstruction region be need to measure velocity of blood flow distribution region method are as follows: as polar diameter Number is 3, and several scale shapes are 1, then obtains 3* (1+1)=6 reconstruction region.
It is done if being chosen in the detection shape edges to reconstruction region, if doing the center described in calculating Several distances, according to several distances certain proportion coefficient (that is, several scales) to the shape to reconstruction region into Row, which reduces, obtains several scale shapes, wherein proportionality coefficient is less than 1.
In a step 101, the cross section to reconstruction region is equivalent to justify, the shape to reconstruction region is circle Shape;I.e. the cross section to reconstruction region is equivalent to justify by selection after reconstruction region, and detection is described to reconstruction region at this time Shape is circle;Or be equivalent to justify by the cross section to reconstruction region, the shape to reconstruction region is circle;Institute It states in two-dimentional polar coordinate system, as pole, to reduce, obtain several by several scales to the shape at the geometric center Scale shape method particularly includes: the number h for determining several scale shapes is half with k*R/h using the pole as the center of circle Diameter successively makees concentric circles outward, obtains several scale shapes;Wherein, several scale shapes are circular shape;R is institute State the radius to reconstruction region, coefficient k=1,2...h.
Meanwhile before selection is to reconstruction region, the number M that setting reconstruction region divides is drawn according to the reconstruction region The number M divided, determines the number h and 2 π of the set angle/m of several scale shapes;Wherein, m=M/ (h+1).
Fig. 2 is the schematic diagram for the device that a kind of reconstruction region of the embodiment of the present invention divides.As shown in Fig. 2, a kind of reconstruct area The device that domain divides, comprising: detection unit 201, computing unit 202, polar coordinate system establish unit 203, scale shape unit 204 Polar diameter unit 205 and division unit 206;The detection unit 201 respectively with the computing unit 202 and the scale shape list Member 204 connects, and the computing unit 202 is established unit 203 with the polar coordinate system and connect, and the polar coordinate system establishes unit 203 also connect with the scale shape unit 204 and the polar diameter unit 205, the scale shape unit 204 and the polar diameter Unit 205 is also connect with the division unit 206;The detection unit 201, for selecting to reconstruction region, and detection institute State the shape to reconstruction region;The computing unit 202, for find it is described to the geometric center of reconstruction region at;The pole Establishment of coordinate system unit 203, for establish two-dimentional polar coordinate system as pole at the geometric center;The scale shape unit 204, it is used in the two-dimentional polar coordinate system, as pole, to be carried out to the shape by several scales at the geometric center It reduces, obtains several scale shapes;The polar diameter unit 205, for being with ray where the polar axis using pole as initial point Side rotates in the two-dimentional polar coordinate system according to set angle, obtains several polar diameters;The division unit 206, for described Several scale shapes are divided into several regions respectively by several polar diameters, and several regions are reconstruction region;Wherein, described It is the region for needing to measure velocity of blood flow distribution to reconstruction region.Concrete implementation mode can refer to the detailed description in Fig. 1.
In Fig. 2, the detection unit 201, comprising: equivalent unit;The equivalent unit, for by the area to be reconstructed The cross section in domain is equivalent to justify, and the shape to reconstruction region is circle;Or the equivalent unit, for by described wait reconstruct The cross section in region is equivalent to justify, and the scale shape unit 204 completes following operation: determining of several scale shapes Number h successively makees concentric circles by radius of k*R/h using the pole as the center of circle outward, obtains several scale shapes;Wherein, Several scale shapes are circular shape;R is the radius to reconstruction region, coefficient k=1,2...h.Concrete implementation Mode can refer to the detailed description in Fig. 1.
In Fig. 2, a kind of device that reconstruction region divides, further includes: determination unit;The determination unit and the calculating Unit 202 connects, and before selection is to reconstruction region, the determination unit is used to set or determine that reconstruction region divides Number M determines the number h and the set angle 2 of several scale shapes according to the number M that the reconstruction region divides π/m;Wherein, m=M/ (h+1).Concrete implementation mode can refer to the detailed description in Fig. 1.
Fig. 3 is that the reconstruction region that the present invention is equivalent to bowlder to the cross section of reconstruction region shape divides schematic diagram.Such as Fig. 3 It is shown, human upper limb cross section is such as divided into M reconstruction region, by taking Fig. 3 division mode as an example, will be divided into reconstruction region 64 reconstruction regions, wherein the number h=3 and the set angle of several scale shapes are 2 π/16.
In Fig. 3, before the blood flowrate for calculating each reconstruction region, divided to described to reconstruction region, Several regions are obtained, several regions are reconstruction region, to calculate the velocity of blood flow in each reconstruction region to the n* (n- 1) the contribution weight of a induced electricity potential difference.If the quantity M of reconstruction region is 64, the label mode of each reconstruction region are as follows: polar axis, First polar diameter and smallest dimension shape intersecting area are the first reconstruction region 1, polar axis, the first polar diameter and neighbouring next scale shape Intersecting area is the second reconstruction region 2, third reconstructed region 3, fourth reconstructed region 4 is followed successively by from inside to outside, later according to inverse Clocking sequence is the 5th reconstruction region 5 by the first polar diameter, the second polar diameter and smallest dimension shape intersecting area, according to above-mentioned phase The 6th reconstruction region 6, the 7th reconstruction region 7 and the 8th reconstruction region 8 are followed successively by from inside to outside with method, according still further to the above method Sequence counter-clockwise is arranged successively label 9,10....64 (not providing on figure) and is divided into the 9th reconstruction region and reconstructs area for the tenth The 64th reconstruction region of domain ....Blood in 64 reconstruction regions, such as the quantity n=16 of electrode, in each reconstruction region Contribution weight of the flow velocity to a induced electricity potential difference of the 16* (16-1).
The present invention also proposes the device that another reconstruction region divides, comprising: memory and processor and is stored in storage On device and the computer program that can run on a processor, the computer program is such as above-mentioned method, and the processor is held Selection is performed the steps of when row described program to reconstruction region, and the detection shape to reconstruction region;Described in searching At the geometric center of reconstruction region;To establish two-dimentional polar coordinate system as pole at the geometric center;It is sat in the two-dimentional pole In mark system, as pole, to be reduced to the shape by several scales at the geometric center, obtain several scale shapes; Using pole as initial point, using ray where the polar axis as side, rotates, obtain in the two-dimentional polar coordinate system according to set angle Several polar diameters;Several scale shapes are divided into several regions respectively by several polar diameters, and several regions are reconstruct Region;Wherein, it is described to reconstruction region be need to measure velocity of blood flow distribution region.Concrete implementation mode can refer to Fig. 1 In detailed description.
Fig. 4 is a kind of method flow diagram of velocity of blood flow distribution measuring of the embodiment of the present invention.As shown in figure 4, a kind of blood The method of velocity flow profile measurement, comprising: step 401 is in the magnetic field of the cross-section setting constant homogeneous to reconstruction region;Step 402 by n electrode arrangements the cross section outside;Step 403 is using one of electrode as reference electrode, and remaining n-1 Electrode is measuring electrode, obtains n-1 induced electricity potential difference;Step 404 chooses the reference electrode by clockwise or counter-clockwise Neighbouring electrode as new reference electrode, remaining n-1 electrode is measuring electrode, obtains n-1 induced electricity potential difference;Step 405, up to traversing all electrodes as new reference electrode, finally obtain n* (n-1) a induced electricity potential difference;N* described in step 406 (n-1) a induced electricity potential difference calculates the blood flowrate of each reconstruction region, in turn by reconstructing equation as input data The velocity of blood flow to reconstruction region is obtained to be distributed;Wherein, described to reconstruction region is region to be measured, n > 2.
In Fig. 4, be illustrated using human upper limb (arm) as to reconstruction region: step 401 is in area to be reconstructed The magnetic field of the cross-section setting constant homogeneous in domain, i.e., be arranged a constant homogeneous in human upper limb cross-section using excitation unit Magnetic field.For step 402 by n electrode arrangements in the outside of the cross section, the outside of the cross section is to reconstruction region On the outside of skin, such as: when reconstruction region is human upper limb, n electrode arrangements are in the outside of human upper limb skin, i.e. skin of upper extremity Surface layer;For step 403 using one of electrode as reference electrode, remaining n-1 electrode is measuring electrode, obtains n-1 induced electricity Potential difference, that is, using one of electrode as reference electrode, remaining electrode is measuring electrode, obtains n-1 actual induction potential difference; Step 404 chooses the neighbouring electrode of the reference electrode as new reference electrode, remaining n-1 by clockwise or counter-clockwise A electrode is measuring electrode, obtains n-1 induced electricity potential difference, and such as counterclockwise, choosing next electrode is reference electrode, Remaining all electrode is measuring electrode, then obtains n-1 actual induction potential difference;Step 405 is until it is new for traversing all electrodes Reference electrode, finally obtain n* (n-1) a induced electricity potential difference, multiple step 404, until traversing all electrodes is reference electrode, It is final to obtain n* (n-1) a actual induction potential difference, all actual induction potential difference N=n* (n-1);N* described in step 406 (n-1) a induced electricity potential difference calculates the blood flowrate of each reconstruction region, in turn by reconstructing equation as input data The velocity of blood flow to reconstruction region is obtained to be distributed, that is, by reconstruct equation, the blood flowrate of each reconstruction region is calculated, And then obtain the velocity of blood flow distribution in entire upper limb section.Wherein, described to reconstruction region is region to be measured, n > 2.
In Fig. 4, before the magnetic field to the cross-section of reconstruction region setting constant homogeneous, to described to reconstruction region It is divided, obtains several regions, several regions are reconstruction region.Upper limb cross section described in step 101 is divided into M A reconstruction region, wherein M≤N;Wherein, all actual induction potential difference N=n* (n-1).
In Fig. 4, the division methods of the reconstruction region are as follows: selection is described described to weight to reconstruction region, and detection The shape in structure region;Find it is described to the geometric center of reconstruction region at;To establish two-dimentional pole as pole at the geometric center Coordinate system;In the two-dimentional polar coordinate system, as pole, to contract to the shape by several scales at the geometric center It is small, obtain several scale shapes;Using pole as initial point, using ray is side where the polar axis, according to set angle described two It is rotated in dimension polar coordinate system, obtains several polar diameters;Several scale shapes are divided into several areas respectively by several polar diameters Domain, several regions are reconstruction region;Wherein, it is described to reconstruction region be need to measure velocity of blood flow distribution region.Tool The implementation of body can refer to the detailed description in Fig. 1 or Fig. 2.
In Fig. 4, the cross section to reconstruction region is equivalent to justify, the shape to reconstruction region is circle; Or be equivalent to justify by the cross section to reconstruction region, the shape to reconstruction region is circle;It is sat in the two-dimentional pole In mark system, as pole, to be reduced to the shape by several scales at the geometric center, obtain several scale shapes Method particularly includes: determine the number h of several scale shapes, it is successively outside by radius of k*R/h using the pole as the center of circle Make concentric circles, obtains several scale shapes;Wherein, several scale shapes are circular shape;R is the area to be reconstructed The radius in domain, coefficient k=1,2...h.Concrete implementation mode can refer to the detailed description in Fig. 1 or Fig. 2.
In a kind of method of velocity of blood flow distribution measuring, the reconstruct equation are as follows:
Wherein, VMIndicate the average velocity of axes of m-th reconstruction region, WNMIndicate the flowing in m-th region to n-th sense Answer the contribution weight of potential difference, AMIndicate the area of m-th reconstruction region, Δ UNIndicate that n-th measures induced electricity potential difference.
Present invention simultaneously provides a kind of devices of velocity of blood flow distribution measuring, comprising: magnetic field units, in area to be reconstructed The magnetic field of the cross-section setting constant homogeneous in domain;Electrode unit, by n electrode arrangements the cross section outside;Induction Potential difference acquiring unit is used for using one of electrode as reference electrode, remaining n-1 electrode is measuring electrode, obtains n-1 Induced electricity potential difference;Updating unit chooses the neighbouring electrode of the reference electrode as new reference by clockwise or counter-clockwise Electrode, remaining n-1 electrode are measuring electrode, obtain n-1 induced electricity potential difference;Traversal Unit, until all electrodes of traversal are New reference electrode finally obtains n* (n-1) a induced electricity potential difference;Computing unit, a induced electricity potential difference conduct of n* (n-1) Input data calculates the blood flowrate of each reconstruction region, and then obtain the blood to reconstruction region by reconstructing equation Flow velocity distribution;Wherein, described to reconstruction region is region to be measured, n > 2.Concrete implementation mode can refer to Fig. 4 and figure Detailed description in 5.
A kind of device of velocity of blood flow distribution measuring, further includes: reconstruction region division unit or device;The reconstruct area Domain division unit or device are drawn to described to reconstruction region before the blood flowrate for calculating each reconstruction region Point, several regions are obtained, several regions are reconstruction region, to calculate the velocity of blood flow in each reconstruction region to the n* (n-1) the contribution weight of a induced electricity potential difference.
The device of one of Fig. 2 reconstruction region division, packet can be used in the reconstruction region division unit or device Include: detection unit 201, computing unit 202, polar coordinate system are established unit 203,204 polar diameter unit 205 of scale shape unit and are drawn Sub-unit 206;The detection unit 201 is connect with the computing unit 202 and the scale shape unit 204 respectively, described Computing unit 202 is established unit 203 with the polar coordinate system and is connect, the polar coordinate system establish unit 203 also with the scale Shape unit 204 and the polar diameter unit 205 connection, the scale shape unit 204 and the polar diameter unit 205 also with it is described Division unit 206 connects;The detection unit 201, for selecting to reconstruction region, and the detection shape to reconstruction region Shape;The computing unit 202, for find it is described to the geometric center of reconstruction region at;The polar coordinate system establishes unit 203, for establish two-dimentional polar coordinate system as pole at the geometric center;The scale shape unit 204, for described In two-dimentional polar coordinate system, as pole, to be reduced to the shape by several scales at the geometric center, obtain several rulers Spend shape;The polar diameter unit 205, for being existed as side according to set angle using ray where the polar axis using pole as initial point It is rotated in the two dimension polar coordinate system, obtains several polar diameters;The division unit 206, for several polar diameters respectively by institute It states several scale shapes and is divided into several regions, several regions are reconstruction region;Wherein, it is described to reconstruction region be need Measure the region of velocity of blood flow distribution.Concrete implementation mode can refer to the detailed description in Fig. 1 or Fig. 2.
Wherein, the detection unit 201, comprising: equivalent unit;The equivalent unit, being used for will be described to reconstruction region Cross section be equivalent to justify, the shape to reconstruction region be circle;Or the equivalent unit, for by the area to be reconstructed The cross section in domain is equivalent to justify, and the scale shape unit 204 completes following operation: determining the number of several scale shapes H successively makees concentric circles by radius of k*R/h using the pole as the center of circle outward, obtains several scale shapes;Wherein, institute Stating several scale shapes is circular shape;R is the radius to reconstruction region, coefficient k=1,2...h.Concrete implementation side Formula can refer to the detailed description in Fig. 1 or Fig. 2.
A kind of reconstruct equation of the device of velocity of blood flow distribution measuring are as follows:
Wherein, V1…VMRespectively indicate the 1st to m-th reconstruction region average velocity of axes, WNMIndicate m-th region Flow the contribution weight to n-th induced electricity potential difference, A1...AMIndicate the 1st to m-th reconstruction region area, Δ U1...Δ UNIndicate the 1st to n-th measure induced electricity potential difference.
Wherein, different zones flowing is calculated according to the position of measuring electrode and reconstruction region and induced electricity potential difference is caused to change Weighted value, calculation formula is as follows:
In formula, ψinIndicate the angle between pole and the line and polar axis of measuring electrode position, ψoutIndicate pole and ginseng The angle between the line of electrode position and polar axis is examined, (r, θ) is indicated to establish as pole to reconstruction region geometric center The coordinate of the geometric center of reconstruction region under polar coordinates, t indicate iteration coefficient, and value range is 1 to infinity, and B indicates permanent Fixed-field size, R indicate the section radius of human upper limb.
Fig. 5 is upper limb velocity of blood flow distribution reconstructing method schematic illustration of the embodiment of the present invention based on electromagnetic induction.Such as Shown in Figure 4 and 5, it is illustrated using human upper limb (arm) as to reconstruction region, in Fig. 5, the first hot-wire coil a, Skin f, Fig. 5 the illustrating for Fig. 4 of second hot-wire coil b, measuring electrode c, arteriosomes d, human upper limb.
In figures 4 and 5, step 401 is in the magnetic field of the cross-section setting constant homogeneous to reconstruction region.Specifically It says, is passed through electric current to the first hot-wire coil a and the second hot-wire coil b, generating one by the second hot-wire coil b to reconstruction region To the stationary magnetic field B in the first direction hot-wire coil a.
In figures 4 and 5, step 402 is by n electrode arrangements in the outside of the cross section, the outside of the cross section On the outside of the skin to reconstruction region, such as: when reconstruction region is human upper limb, n electrode arrangements skin in human upper limb Outside.Specifically, n electrode is 16 electrodes, 16 electrode c are evenly spaced on the outside of the skin f of human upper limb, 16 The label of a electrode is respectively the tenth No. five No. zero electrode e0, number one electrode e1... electrode e15, every 2 electrode gaps 22.5 degree.When arteriosomes d is there are when blood flow, arterial blood makees cutting magnetic induction line fortune along perpendicular to flowing in terms of paper Dynamic, according to electromagnetic induction principle, this can generate a stable induced electricity potential field in upper limb cross-section, and 16 electrodes can detect To induced potential.Using an electrode in two electrodes as measuring electrode, another is linked into letter as reference electrode In number acquisition device, required induced potential difference signal can be obtained.
In figures 4 and 5, for step 403 using one of electrode as reference electrode, remaining n-1 electrode is measuring electrode, Obtain n-1 induced electricity potential difference.Specifically, n electrode is 16 electrodes, first using No. zero electrode e0 as reference electrode, Remaining 15 electrode is measuring electrode (the tenth No. five electrode e15 of number one electrode e1...), will obtain 15 potential difference letters Number.
In figures 4 and 5, step 404 chooses the neighbouring electrode conduct of the reference electrode by clockwise or counter-clockwise New reference electrode, remaining n-1 electrode are measuring electrode, obtain n-1 induced electricity potential difference.Specifically, again with number one Electrode e1 is reference electrode, remaining 15 electrode (the tenth No. five electrode e15 of No. zero electrode e0, No. second electrode e2...) is Measuring electrode obtains 15 potential difference signals again.
In figures 4 and 5, step 405 is until traversing all electrodes is new reference electrode, and finally acquisition n* (n-1) is a Induced electricity potential difference.Specifically, being next successively with the tenth No. five No. second electrode e2, third electrode e3... electrode e15 Reference electrode finally obtains 240 induced potential difference signals.Traditional measurement method is only with reference to electricity with one of electrode Pole, can only obtain 15 induced potential difference signals, and this method expands than the induced potential difference signal quantity that traditional measurement mode obtains 16 times are increased.In electromagnetic induction measuring technique, effective induced potential difference data number is more, and measurement accuracy is higher.
Human upper limb cross section is such as divided into M reconstruction region, by taking Fig. 3 division mode as an example, will be drawn to reconstruction region It is divided into 64 reconstruction regions, wherein the number h=3 and the set angle of several scale shapes are 2 π/16.As shown in figure 3, Before the blood flowrate for calculating each reconstruction region, is divided to described to reconstruction region, obtain several regions, it is described Several regions are reconstruction region, to calculate the velocity of blood flow in each reconstruction region to a induced electricity potential difference of the n* (n-1) Contribute weight.The label mode of each reconstruction region are as follows: polar axis, the first polar diameter and smallest dimension shape intersecting area are the first weight Structure region 1, polar axis, the first polar diameter and neighbouring next scale shape intersecting area are the second reconstruction region 2, are followed successively by from inside to outside Third reconstructed region 3, fourth reconstructed region 4, later according to sequence counter-clockwise, by the first polar diameter, the second polar diameter and smallest dimension Shape intersecting area is the 5th reconstruction region 5, is followed successively by the 6th reconstruction region the 6, the 7th from inside to outside according to above-mentioned same procedure Reconstruction region 7 and the 8th reconstruction region 8 are arranged successively label 9 according still further to above method sequence counter-clockwise, and 10....64 is (on figure Do not provide) it is divided into the 9th reconstruction region and for the 64th reconstruction region of the tenth reconstruction region ....In 64 reconstruction regions, often Velocity of blood flow in a reconstruction region is to the contribution weight of a induced electricity potential difference of the 16* (16-1), with the quantity n of above-mentioned electrode For=16.
In figures 4 and 5, a induced electricity potential difference of n* described in step 406 (n-1) is as input data, by reconstructing equation, The blood flowrate of each reconstruction region is calculated, and then obtains the velocity of blood flow to reconstruction region and is distributed;Wherein, it is described to Reconstruction region is region to be measured, n > 2.Specifically, 240 induced electricity potential differences that measurement is obtained are as input data Following reconstruct equations are imported, the blood flowrate of each reconstruction region is calculated, and then obtain the blood at entire human upper limb section Velocity flow profile.
Wherein, V1...VMRespectively indicate the 1st to m-th reconstruction region average velocity of axes, WNMIndicate m-th region Contribution weight of the flowing to n-th induced electricity potential difference, A1...AMIndicate the 1st to m-th reconstruction region area, Δ U1... ΔUNIndicate the 1st to n-th measure induced electricity potential difference.
Wherein, different zones flowing is calculated according to the position of measuring electrode and reconstruction region and induced electricity potential difference is caused to change Weighted value, calculation formula is as follows:
In formula, ψinIndicate the angle between pole and the line and polar axis of measuring electrode position, ψoutIndicate pole and ginseng The angle between the line of electrode position and polar axis is examined, (r, θ) is indicated to establish as pole to reconstruction region geometric center The coordinate of the geometric center of reconstruction region under polar coordinates, t indicate iteration coefficient, and value range is 1 to infinity, and B indicates permanent Fixed-field size;The cross section to reconstruction region is equivalent to justify, the shape to reconstruction region be circle, R indicate to The section radius of the cross section of reconstruction region, that is to say, that be the section radius of human upper limb.
Meanwhile the cross section to reconstruction region is equivalent to justify, the shape to reconstruction region is circle;M weight Structure region area AMCalculation method is as follows:
Induced electricity potential difference Δ UNIt is obtained by actual measurement, the W being finally calculatedNMAnd AMIt is updated in reconstruct equation, The velocity amplitude V of each reconstruction region can be obtainedM, finally obtain the velocity of blood flow distribution to reconstruction region.In Fig. 5, first is logical Electric coil a, the second hot-wire coil b, measuring electrode c, arteriosomes d, human upper limb skin f.
Embodiment described above is only to express embodiments of the present invention, and the description thereof is more specific and detailed, but can not Therefore limitations on the scope of the patent of the present invention are interpreted as.It should be pointed out that those skilled in the art, In Under the premise of not departing from present inventive concept, several deformations, same replacement can also be made, improved etc., these belong to the present invention Protection scope.Therefore, the scope of protection of the patent of the invention shall be subject to the appended claims.

Claims (10)

1. a kind of method of velocity of blood flow distribution measuring characterized by comprising
In the magnetic field of the cross-section setting constant homogeneous to reconstruction region;
By n electrode arrangements the cross section outside;
Using one of electrode as reference electrode, remaining n-1 electrode is measuring electrode, obtains n-1 induced electricity potential difference;
By clockwise or counter-clockwise, choosing the neighbouring electrode of the reference electrode as new reference electrode, remaining n-1 electricity Extremely measuring electrode obtains n-1 induced electricity potential difference;
Until traversing all electrodes is new reference electrode, n* (n-1) a induced electricity potential difference is finally obtained;
A induced electricity potential difference of n* (n-1) calculates the blood stream of each reconstruction region by reconstructing equation as input data Speed value, and then obtain the velocity of blood flow to reconstruction region and be distributed;
Wherein, described to reconstruction region is region to be measured, n > 2.
2. according to the method described in claim 1, it is characterized by:
Before the blood flowrate for calculating each reconstruction region, is divided to described to reconstruction region, obtains several regions, Several regions are reconstruction region, to calculate the velocity of blood flow in each reconstruction region to the n* (n-1) a induced potential The contribution weight of difference.
3. according to the method described in claim 2, it is characterized by:
The division methods of the reconstruction region are as follows:
Selection is described to reconstruction region, and the detection shape to reconstruction region;
Find it is described to the geometric center of reconstruction region at;
To establish two-dimentional polar coordinate system as pole at the geometric center;
In the two-dimentional polar coordinate system, as pole, to be reduced to the shape by several scales at the geometric center, Obtain several scale shapes;
Using pole as initial point, using the polar axis as side, rotates, obtain several in the two-dimentional polar coordinate system according to set angle Polar diameter;
Several scale shapes are divided into several regions respectively by several polar diameters, and several regions are reconstruction region;
Wherein, it is described to reconstruction region be need to measure velocity of blood flow distribution region.
4. according to the method described in claim 3, it is characterized by:
The cross section to reconstruction region is equivalent to justify, the shape to reconstruction region is circle;Or
The cross section to reconstruction region is equivalent to justify, the shape to reconstruction region is circle;In the two-dimentional pole In coordinate system, as pole, to be reduced to the shape by several scales at the geometric center, obtain several scale shapes Method particularly includes: the number h for determining several scale shapes, using the pole as the center of circle, using k*R/h as radius successively to It is outer to make concentric circles, obtain several scale shapes;
Wherein, several scale shapes are circular shape;R is the radius to reconstruction region, coefficient k=1,2...h.
5. according to the described in any item methods of claim 2-4, which is characterized in that the reconstruct equation are as follows:
Wherein, VMIndicate the average velocity of axes of m-th reconstruction region, WNMIndicate the flowing in m-th region to n-th induced electricity The contribution weight of potential difference, AMIndicate the area of m-th reconstruction region, Δ UNIndicate that n-th measures induced electricity potential difference.
6. a kind of device of velocity of blood flow distribution measuring characterized by comprising
Magnetic field units, in the magnetic field of the cross-section setting constant homogeneous to reconstruction region;
Electrode unit, by n electrode arrangements the cross section outside;
Induced electricity potential difference acquiring unit is used for using one of electrode as reference electrode, remaining n-1 electrode is measuring electrode, Obtain n-1 induced electricity potential difference;
Updating unit chooses the neighbouring electrode of the reference electrode as new reference electrode by clockwise or counter-clockwise, Remaining n-1 electrode is measuring electrode, obtains n-1 induced electricity potential difference;
Traversal Unit finally obtains n* (n-1) a induced electricity potential difference until traversing all electrodes is new reference electrode;
Computing unit, a induced electricity potential difference of n* (n-1) calculate each reconstruct area by reconstructing equation as input data The blood flowrate in domain, and then obtain the velocity of blood flow to reconstruction region and be distributed;
Wherein, described to reconstruction region is region to be measured, n > 2.
7. device according to claim 6, which is characterized in that further include:
Reconstruction region division unit or device;
The reconstruction region division unit or device, before the blood flowrate for calculating each reconstruction region, to it is described to Reconstruction region is divided, and obtains several regions, several regions are reconstruction region, to calculate the blood in each reconstruction region Contribution weight of the flow velocity to a induced electricity potential difference of the n* (n-1).
8. device according to claim 7, it is characterised in that:
The reconstruction region division unit or device, comprising:
Detection unit (201), computing unit (202), polar coordinate system establish unit (203), scale shape unit (204) polar diameter list First (205) and division unit (206);The detection unit (201) respectively with the computing unit (202) and the scale shape Unit (204) connection, the computing unit (202) are established unit (203) with the polar coordinate system and are connect, and the polar coordinate system is built Vertical unit (203) are also connect with the scale shape unit (204) and the polar diameter unit (205), the scale shape unit (204) it is also connect with the division unit (206) with the polar diameter unit (205);
The detection unit (201), for selecting to reconstruction region, and the detection shape to reconstruction region;
The computing unit (202), for find it is described to the geometric center of reconstruction region at;
The polar coordinate system establishes unit (203), for establish two-dimentional polar coordinate system as pole at the geometric center;
The scale shape unit (204), in the two-dimentional polar coordinate system, using at the geometric center as pole, it is right The shape is reduced by several scales, obtains several scale shapes;
The polar diameter unit (205) is used for using pole as initial point, using the polar axis as side, according to set angle in the two dimension It is rotated in polar coordinate system, obtains several polar diameters;
Several scale shapes are divided into several regions, institute respectively for several polar diameters by the division unit (206) Stating several regions is reconstruction region;
Wherein, it is described to reconstruction region be need to measure velocity of blood flow distribution region.
9. device according to claim 8, it is characterised in that:
The detection unit (201), comprising: equivalent unit;
The equivalent unit, for the cross section to reconstruction region to be equivalent to justify, the shape to reconstruction region is It is round;Or
The equivalent unit, for the cross section to reconstruction region to be equivalent to justify, the scale shape unit (204) is complete At following operation: determine the number h of several scale shapes, it is successively outside by radius of k*R/h using the pole as the center of circle Make concentric circles, obtains several scale shapes;
Wherein, several scale shapes are circular shape;R is the radius to reconstruction region, coefficient k=1,2...h.
10. according to the described in any item devices of claim 7-9, which is characterized in that the reconstruct equation are as follows:
Wherein, VMIndicate the average velocity of axes of m-th reconstruction region, WNMIndicate the flowing in m-th region to n-th induced electricity The contribution weight of potential difference, AMIndicate the area of m-th reconstruction region, Δ UNIndicate that n-th measures induced electricity potential difference.
CN201910657334.9A 2019-07-19 2019-07-19 Method and device for measuring blood flow velocity distribution Active CN110464329B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201910657334.9A CN110464329B (en) 2019-07-19 2019-07-19 Method and device for measuring blood flow velocity distribution

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201910657334.9A CN110464329B (en) 2019-07-19 2019-07-19 Method and device for measuring blood flow velocity distribution

Publications (2)

Publication Number Publication Date
CN110464329A true CN110464329A (en) 2019-11-19
CN110464329B CN110464329B (en) 2020-06-02

Family

ID=68509568

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201910657334.9A Active CN110464329B (en) 2019-07-19 2019-07-19 Method and device for measuring blood flow velocity distribution

Country Status (1)

Country Link
CN (1) CN110464329B (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112120686A (en) * 2020-09-21 2020-12-25 东北大学 Non-contact artery imaging method and device, electronic device and storage medium

Citations (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN201408037Y (en) * 2009-02-26 2010-02-17 江苏横河自控设备有限公司 Independent excitation multi-electrode electromagnetic flowmeter
CN105169526A (en) * 2015-09-29 2015-12-23 青岛歌尔声学科技有限公司 Infusion control device and method
CN105344012A (en) * 2015-11-30 2016-02-24 燕山大学 Transcranial magnetic stimulation and laser doppler velocity measurement integrated apparatus
CN105701824A (en) * 2016-01-14 2016-06-22 天津大学 Electrical tomographic image reconstruction method based on circular-arc grid subdivision
CN106039441A (en) * 2016-05-12 2016-10-26 北京精密机电控制设备研究所 Sensor-free flow rate measuring method and measuring device for ventricular assisting device
CN107028614A (en) * 2017-05-24 2017-08-11 吴佩萱 A kind of wearable anaemia device for fast detecting based on electromagnetic induction effect
CN109106360A (en) * 2018-08-15 2019-01-01 河北科技大学 Blood of human body flow-speed measurement method and its device
CN109416268A (en) * 2016-06-28 2019-03-01 西门子股份公司 Magnetic induction flowmeter
CN109700452A (en) * 2018-12-06 2019-05-03 河北科技大学 A kind of velocity of blood flow distribution measurement method of limbs

Patent Citations (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN201408037Y (en) * 2009-02-26 2010-02-17 江苏横河自控设备有限公司 Independent excitation multi-electrode electromagnetic flowmeter
CN105169526A (en) * 2015-09-29 2015-12-23 青岛歌尔声学科技有限公司 Infusion control device and method
CN105344012A (en) * 2015-11-30 2016-02-24 燕山大学 Transcranial magnetic stimulation and laser doppler velocity measurement integrated apparatus
CN105701824A (en) * 2016-01-14 2016-06-22 天津大学 Electrical tomographic image reconstruction method based on circular-arc grid subdivision
CN106039441A (en) * 2016-05-12 2016-10-26 北京精密机电控制设备研究所 Sensor-free flow rate measuring method and measuring device for ventricular assisting device
CN109416268A (en) * 2016-06-28 2019-03-01 西门子股份公司 Magnetic induction flowmeter
CN107028614A (en) * 2017-05-24 2017-08-11 吴佩萱 A kind of wearable anaemia device for fast detecting based on electromagnetic induction effect
CN109106360A (en) * 2018-08-15 2019-01-01 河北科技大学 Blood of human body flow-speed measurement method and its device
CN109700452A (en) * 2018-12-06 2019-05-03 河北科技大学 A kind of velocity of blood flow distribution measurement method of limbs

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
赵宇洋: "多电极电磁流量计肢体血液流速分布测量研究", 《河北科技大学学报》 *

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112120686A (en) * 2020-09-21 2020-12-25 东北大学 Non-contact artery imaging method and device, electronic device and storage medium
CN112120686B (en) * 2020-09-21 2021-07-13 东北大学 Non-contact artery imaging method and device, electronic device and storage medium

Also Published As

Publication number Publication date
CN110464329B (en) 2020-06-02

Similar Documents

Publication Publication Date Title
Harrach et al. Resolution guarantees in electrical impedance tomography
CN102435637B (en) Perform the system and method for electrical impedance tomography
US8963562B2 (en) Transducer configurations and methods for transducer positioning in electrical impedance tomography
Kim et al. Experimental measurements of turbulence spectra distal to stenoses
Nicholson et al. Modelling and experimental measurements of idealised and light-moderate RCF cracks in rails using an ACFM sensor
Muñoz et al. Railroad inspection based on ACFM employing a non-uniform B-spline approach
Guardo et al. An experimental study in electrical impedance tomography using backprojection reconstruction
CN101794453B (en) Reconstruction method of node mapping image based on regression analysis
Wei et al. Theoretical and experimental evaluation of rotational magnetic induction tomography
CN110464329A (en) A kind of method and apparatus of velocity of blood flow distribution measuring
CN110490925A (en) A kind of method and apparatus that reconstruction region divides
US20080275657A1 (en) Method for noninvasive determination of a distribution of electrical current and apparatus for the same
CN105433912A (en) Magnetic-nano real-time non-invasive temperature measurement method
CN105158326B (en) For measuring the detection method of martensite content in austenitic stainless steel
CN109946388B (en) Electrical/ultrasonic bimodal inclusion boundary reconstruction method based on statistical inversion
Etuke et al. Measurement of angular velocities using electrical impedance tomography
Schneider Improved methods for measuring laminar-turbulent intermittency in boundary layers
Cao et al. 2D image reconstruction of a human chest by using Calderon's method and the adjacent current pattern
Shi et al. Analytical investigation of an inductive flow sensor with arc-shaped electrodes for water velocity measurement in two-phase flows
Bakhtiari et al. Modeling of eddy current probe response for steam generator tubes
CN108254418A (en) The three-dimensional variational method of capacitance and ultrasound tomography multi-modal fusion
Yang et al. Real-time Monitoring Multi-phase Flow using Electrical Impedance Tomography
CN116744851A (en) Quality metric of mapping function
Zhu et al. Simultaneous reconstruction of conductivity and permittivity in electrical impedance tomography
JPH0221289A (en) Detection of buried pipe

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant