CN109157204A - A kind of no cuff type wrist artery blood pressure measuring method and system - Google Patents
A kind of no cuff type wrist artery blood pressure measuring method and system Download PDFInfo
- Publication number
- CN109157204A CN109157204A CN201810892505.1A CN201810892505A CN109157204A CN 109157204 A CN109157204 A CN 109157204A CN 201810892505 A CN201810892505 A CN 201810892505A CN 109157204 A CN109157204 A CN 109157204A
- Authority
- CN
- China
- Prior art keywords
- blood pressure
- gauger
- dbp
- sbp
- module
- 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.)
- Pending
Links
Classifications
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/02—Detecting, 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
- A61B5/021—Measuring pressure in heart or blood vessels
- A61B5/02108—Measuring pressure in heart or blood vessels from analysis of pulse wave characteristics
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/02—Detecting, 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
- A61B5/021—Measuring pressure in heart or blood vessels
- A61B5/02108—Measuring pressure in heart or blood vessels from analysis of pulse wave characteristics
- A61B5/02116—Measuring pressure in heart or blood vessels from analysis of pulse wave characteristics of pulse wave amplitude
Abstract
The invention discloses a kind of no cuff type wrist artery blood pressure measuring methods, comprising the following steps: calculates gauger's characteristic index array (HR, PIR, PTT) relevant to blood pressure calculating；The verification of arterial pressure is carried out to the wrist of gauger, measure the reference pressure value (SBP of gauger, DBP), by reference to pressure value (SBP,) and characteristic index array (HR DBP, PIR, PTT) building blood pressure computation model, complete the calculating and preservation of blood pressure checkout coefficient in gauger's blood pressure computation model；The blood pressure checkout coefficient of gauger is obtained, the current characteristic index array (HR, PIR, PTT) of gauger is obtained, and calculates the pressure value (SBP, DBP) at gauger's current time according to blood pressure computation model.The invention also discloses a kind of no cuff type wrist artery blood pressure measuring system, the present invention improves the computational accuracy of wrist artery blood pressure, is particularly suitable for the intelligent wearable device of wrist.
Description
Technical field
The present invention relates to blood pressure measurement technical field, especially a kind of no cuff type wrist artery blood pressure measuring method and it is
System.
Background technique
Blood pressure measuring method can be divided into the invasive direct method of measurement and the noninvasive indirect method of measurement, not due to the invasive direct method of measurement
Only technical requirements are high, and are difficult to repeatedly measure, and are only applicable to the clinical blood pressure measurement for jeopardizing major operation patient again；Compare and
Speech, the noninvasive indirect method of measurement are more widely applied because it is more simple and easy to do.It is common at this stage noninvasive indirect
Measurement blood pressure method have: stethoscopy, oscillographic method, angiosthenia method etc., however these measurement methods in actual use there is
Various defects, such as: stethoscopy and oscillographic method need to pressurize using cuff, can bring very big sense of discomfort to gauger, and artery
The sensor that tensammetry uses has high sensitivity to displacement, requires measuring device and measurement position all harsher.
In recent years, in order to overcome the problems of existing blood pressure measurement technology, many those skilled in the art are proposed
It is various to be based on pulse wave (PPG) with electrocardiogram (ECG) signal without cuff blood pressure measuring method, and it is applied to various intelligence
On energy wearable device (such as Intelligent bracelet, smartwatch).However, the people that intelligent wearable device measurement on the market obtains at present
The anti-interference ability of body blood pressure accuracy rate and entirety is all also urgently promoted.
Summary of the invention
To solve problems of the prior art, the purpose of the present invention is obtained based on PPG with ECG signal for existing
Pulse wave transmission time without cuff blood pressure measuring method accuracy rate and the problem of poor anti jamming capability, a kind of no cuff type is provided
Wrist blood pressure measurement method and device.
To achieve the above object, the technical solution adopted by the present invention is that: a kind of no cuff type wrist artery blood pressure measurement side
Method, comprising the following steps:
S1, gauger's characteristic index array (HR, PIR, PTT) relevant to blood pressure calculating is calculated, wherein HR, PIR, PTT
The respectively heart rate of gauger, pulse wave Amplitude Ratio and pulse wave transmission time；
S2, the verification that arterial pressure is carried out to the wrist of gauger, measure the reference pressure value (SBP, DBP) of gauger,
Wherein, SBP refers to that systolic pressure, DBP refer to diastolic pressure, the characteristic index number obtained by reference to pressure value (SBP, DBP) and step S1
Group (HR, PIR, PTT) constructs blood pressure computation model, completes the calculating of blood pressure checkout coefficient and guarantor in gauger's blood pressure computation model
It deposits；
The blood pressure checkout coefficient for the gauger that S3, obtaining step S2 are obtained obtains the current spy of gauger using step S1
It levies index array (HR, PIR, PTT), and calculates the pressure value (SBP, DBP) at gauger's current time according to blood pressure computation model.
Preferably, the step S1 specifically includes the following steps:
S11, synchronous acquisition gauger's wrist pulse wave PPG original signal and electrocardiogram ECG original signal；
S12, respectively pulse wave PPG original signal and electrocardiogram ECG original signal are filtered to obtain filtered PPG signal
And ECG signal；
S13, calculated separately by filtered PPG signal and ECG signal gauger characteristic index array (HR, PIR,
PTT)。
Further, the step S2 specifically includes the following steps:
S21, one group of characteristic index array (HR, PIR, PTT) relevant to blood pressure calculating is obtained according to step S13, simultaneously
The reference pressure value (SBP, DBP) to one group of gauger is measured by blood pressure measuring；
S22, step S21 is repeated, obtains at least 4 groups of characteristic index arrays (HR, PIR, PTT) and corresponding with reference to pressure value
(SBP, DBP)；
S23, according to the obtained multi-group data of S22 and blood pressure computation model, carry out linear regression analysis respectively, calculate survey
The blood pressure checkout coefficient of amount person simultaneously saves；The blood pressure computation model are as follows:Wherein, (as, bs, cs) is the verification system of SBP
Number, (ad, bd, cd, dd) are the checkout coefficient of DBP.
Further, the step S3 specifically includes the following steps:
The blood pressure checkout coefficient of the gauger saved in S31, obtaining step S23: SBP corresponding (as, bs, cs) and DBP
Corresponding (ad, bd, cd, dd)；
S32, according to step S13 obtain gauger's current time characteristic index array relevant to blood pressure calculating (HR,
PIR, PTT)；
S32, according to blood pressure computation model:
Calculate the pressure value (SBP, DBP) at output gauger's current time.
The present invention also provides a kind of no cuff type wrist artery blood pressure measuring systems, comprising: signal acquisition module, verification ginseng
Examine blood pressure input module and control module；
The signal acquisition module includes PPG signal acquisition module and ECG signal acquisition module, wherein PPG signal acquisition
Module is for acquiring pulse wave PPG original signal, and ECG signal acquisition module is for acquiring electrocardiogram ECG original signal；
The verification with reference to blood pressure input module is used to measure the reference pressure value (SBP, DBP) of gauger and by its data
It is input in control module；
The control module includes data filtering module, characteristic index computing module, blood pressure checkout coefficient computing module, blood
Checkout coefficient memory module and blood pressure computing module are pressed, specific:
The data filtering module includes PPG signal filter module and ECG signal filter module, wherein the filtering of PPG signal
Module is for being filtered pulse wave PPG original signal, and ECG signal filter module is for being filtered ECG original signal；
The characteristic index computing module includes being counted respectively according to filtered PPG signal and filtered ECG signal
The HR computing module, PIR computing module and PTT for calculating heart rate HR, pulse wave Amplitude Ratio PIR and pulse wave transmission time PTT calculate
Module；
Multiple groups of the blood pressure checkout coefficient computing module according to verification with reference to the input of blood pressure input module refer to pressure value
(SBP, DBP) and pressure value (SBP, DBP) corresponding characteristic index array (HR, PIR, PTT) is referred to multiple groups, is returned using linear
Return the blood pressure checkout coefficient for calculating gauger and is saved in the blood pressure checkout coefficient memory module；
The blood pressure computing module includes SBP computing module and DBP computing module, for being stored according to blood pressure checkout coefficient
The blood pressure checkout coefficient of gauger and current characteristic index array (HR, PIR, PTT) calculate the current blood of gauger in module
Pressure value (SBP, DBP).
Preferably, this further includes display module without cuff type wrist artery blood pressure measuring system, for showing the survey measured
The current pressure value of amount person (SBP, DBP).
The beneficial effects of the present invention are:
1, other overwhelming majority are compared based on PPG+ECG signal, only calculate blood pressure (SBP, DBP) by calculating PTT
Method, the present invention are directed to wrist artery blood pressure measurement, and in combination with HR, PIR and PTT index establishes more reasonable sphygmomanometer
It calculates model and improves the computational accuracy of wrist artery blood pressure to calculate gauger's blood pressure, be particularly suitable for the intelligence wearing of wrist
Equipment.
2, it according to different gaugers, carries out verification calculating and saves corresponding blood pressure checkout coefficient, improve blood pressure calculating
The versatility and accuracy of model.
3, data filtering is carried out to the original PPG and ECG signal of acquisition, improves the system and verifies and measured in blood pressure
Anti-interference ability in journey.
4, it for different gaugers, needs to complete a blood pressure verification, saves corresponding checkout coefficient, then carry out blood pressure
Measurement；And to each gauger, it also only needs to carry out a blood pressure verification, multiple blood pressure measurement can be carried out.
Detailed description of the invention
Fig. 1 is the structural block diagram of blood pressure measuring system of the embodiment of the present invention；
Fig. 2 is the process that characteristic index array (HR, PIR, PTT) relevant to blood pressure calculating is obtained in the embodiment of the present invention
Block diagram.
Specific embodiment
The embodiment of the present invention is described in detail with reference to the accompanying drawing.
Embodiment
A kind of no cuff type wrist artery blood pressure measuring method, comprising the following steps:
S1, gauger's characteristic index array (HR, PIR, PTT) relevant to blood pressure calculating is calculated, wherein HR, PIR, PTT
The respectively heart rate of gauger, pulse wave Amplitude Ratio and pulse wave transmission time；
S2, the verification that arterial pressure is carried out to the wrist of gauger, measure the reference pressure value (SBP, DBP) of gauger,
Wherein, SBP refers to that systolic pressure, DBP refer to diastolic pressure, the characteristic index number obtained by reference to pressure value (SBP, DBP) and step S1
Group (HR, PIR, PTT) constructs blood pressure computation model, completes the calculating of blood pressure checkout coefficient and guarantor in gauger's blood pressure computation model
It deposits；
The blood pressure checkout coefficient for the gauger that S3, obtaining step S2 are obtained obtains the current spy of gauger using step S1
It levies index array (HR, PIR, PTT), and calculates the pressure value (SBP, DBP) at gauger's current time according to blood pressure computation model.
As shown in Fig. 2, the step S1 specifically includes the following steps:
S11, synchronous acquisition gauger's wrist pulse wave PPG original signal and electrocardiogram ECG original signal；
S12, respectively pulse wave PPG original signal and electrocardiogram ECG original signal are filtered to obtain filtered PPG signal
And ECG signal；
S13, calculated separately by filtered PPG signal and ECG signal gauger characteristic index array (HR, PIR,
PTT)。
The step S2 specifically includes the following steps:
S21, one group of characteristic index array (HR, PIR, PTT) relevant to blood pressure calculating is obtained according to step S13, simultaneously
The reference pressure value (SBP, DBP) to one group of gauger is measured by blood pressure measuring；
S22, step S21 is repeated, obtains at least 4 groups of characteristic index arrays (HR, PIR, PTT) and corresponding with reference to pressure value
(SBP, DBP)；
S23, according to the obtained multi-group data of S22 and blood pressure computation model, carry out linear regression analysis respectively, calculate survey
The blood pressure checkout coefficient of amount person simultaneously saves；The blood pressure computation model are as follows:Wherein, (as, bs, cs) is the verification system of SBP
Number, (ad, bd, cd, dd) are the checkout coefficient of DBP.
The step S3 specifically includes the following steps:
The blood pressure checkout coefficient of the gauger saved in S31, obtaining step S23: SBP corresponding (as, bs, cs) and DBP
Corresponding (ad, bd, cd, dd)；
S32, according to step S13 obtain gauger's current time characteristic index array relevant to blood pressure calculating (HR,
PIR, PTT)；
S32, according to blood pressure computation model:
Calculate the pressure value (SBP, DBP) at output gauger's current time.
A kind of no cuff type wrist artery blood pressure measuring system, (in Fig. 1, blood is marked in solid arrows as shown in Figure 1
The measurement procedure of blood pressure is marked in the checking process of pressure, heavy solid line arrows), comprising: signal acquisition module, verification are defeated with reference to blood pressure
Enter module and control module；
The signal acquisition module includes PPG signal acquisition module and ECG signal acquisition module, wherein PPG signal acquisition
Module is for acquiring pulse wave PPG original signal, and ECG signal acquisition module is for acquiring electrocardiogram ECG original signal；
The verification with reference to blood pressure input module is used to measure the reference pressure value (SBP, DBP) of gauger and by its data
It is input in control module；
The control module includes data filtering module, characteristic index computing module, blood pressure checkout coefficient computing module, blood
Checkout coefficient memory module and blood pressure computing module are pressed, specific:
The data filtering module includes PPG signal filter module and ECG signal filter module, wherein the filtering of PPG signal
Module is for being filtered pulse wave PPG original signal, and ECG signal filter module is for being filtered ECG original signal；
The characteristic index computing module includes being counted respectively according to filtered PPG signal and filtered ECG signal
The HR computing module, PIR computing module and PTT for calculating heart rate HR, pulse wave Amplitude Ratio PIR and pulse wave transmission time PTT calculate
Module；
Multiple groups of the blood pressure checkout coefficient computing module according to verification with reference to the input of blood pressure input module refer to pressure value
(SBP, DBP) and pressure value (SBP, DBP) corresponding characteristic index array (HR, PIR, PTT) is referred to multiple groups, is returned using linear
Return the blood pressure checkout coefficient for calculating gauger and is saved in the blood pressure checkout coefficient memory module；
The blood pressure computing module includes SBP computing module and DBP computing module, for being stored according to blood pressure checkout coefficient
The blood pressure checkout coefficient of gauger and current characteristic index array (HR, PIR, PTT) calculate the current blood of gauger in module
Pressure value (SBP, DBP).
This further includes display module without cuff type wrist artery blood pressure measuring system in one of the embodiments, is used for
Show the current pressure value (SBP, DBP) of the gauger measured.
A specific embodiment of the invention above described embodiment only expresses, the description thereof is more specific and detailed, but simultaneously
Limitations on the scope of the patent of the present invention therefore cannot be interpreted as.It should be pointed out that for those of ordinary skill in the art
For, without departing from the inventive concept of the premise, various modifications and improvements can be made, these belong to guarantor of the invention
Protect range.
Claims (6)
1. a kind of no cuff type wrist artery blood pressure measuring method, which comprises the following steps:
S1, gauger's characteristic index array (HR, PIR, PTT) relevant to blood pressure calculating is calculated, wherein HR, PIR, PTT difference
For the heart rate, pulse wave Amplitude Ratio and pulse wave transmission time of gauger；
S2, the verification that arterial pressure is carried out to the wrist of gauger, measure the reference pressure value (SBP, DBP) of gauger, wherein
SBP refers to that systolic pressure, DBP refer to diastolic pressure, the characteristic index array that is obtained by reference to pressure value (SBP, DBP) and step S1 (HR,
PIR, PTT) building blood pressure computation model, complete the calculating and preservation of blood pressure checkout coefficient in gauger's blood pressure computation model；
The blood pressure checkout coefficient for the gauger that S3, obtaining step S2 are obtained obtains the current feature of gauger using step S1 and refers to
It marks array (HR, PIR, PTT), and calculates the pressure value (SBP, DBP) at gauger's current time according to blood pressure computation model.
2. no cuff type wrist artery blood pressure measuring method according to claim 1, which is characterized in that the step S1 tool
Body the following steps are included:
S11, synchronous acquisition gauger's wrist pulse wave PPG original signal and electrocardiogram ECG original signal；
S12, respectively to pulse wave PPG original signal and electrocardiogram ECG original signal filter to obtain filtered PPG signal and
ECG signal；
S13, the characteristic index array (HR, PIR, PTT) that gauger is calculated separately by filtered PPG signal and ECG signal.
3. no cuff type wrist artery blood pressure measuring method according to claim 2, which is characterized in that the step S2 tool
Body the following steps are included:
S21, one group of characteristic index array (HR, PIR, PTT) relevant to blood pressure calculating is obtained according to step S13, passed through simultaneously
Blood pressure measuring measures the reference pressure value (SBP, DBP) to one group of gauger；
S22, step S21 is repeated, obtains at least 4 groups of characteristic index arrays (HR, PIR, PTT) and corresponding with reference to pressure value
(SBP, DBP)；
S23, according to the obtained multi-group data of S22 and blood pressure computation model, carry out linear regression analysis respectively, calculate gauger
Blood pressure checkout coefficient and save；The blood pressure computation model are as follows:Wherein, (as, bs, cs) is the verification system of SBP
Number, (ad, bd, cd, dd) are the checkout coefficient of DBP.
4. no cuff type wrist artery blood pressure measuring method according to claim 3, which is characterized in that the step S3 tool
Body the following steps are included:
The blood pressure checkout coefficient of the gauger saved in S31, obtaining step S23: SBP corresponding (as, bs, cs) is corresponding with DBP
(ad, bd, cd, dd)；
S32, according to step S13 obtain gauger's current time characteristic index array relevant to blood pressure calculating (HR, PIR,
PTT)；
S32, according to blood pressure computation model:It calculates
Export the pressure value (SBP, DBP) at gauger's current time.
5. a kind of no cuff type wrist artery blood pressure measuring system characterized by comprising signal acquisition module, verification reference
Blood pressure input module and control module；
The signal acquisition module includes PPG signal acquisition module and ECG signal acquisition module, wherein PPG signal acquisition module
For acquiring pulse wave PPG original signal, ECG signal acquisition module is for acquiring electrocardiogram ECG original signal；
The verification is used to measure the reference pressure value (SBP, DBP) of gauger with reference to blood pressure input module and inputs its data
Into control module；
The control module includes data filtering module, characteristic index computing module, blood pressure checkout coefficient computing module, blood pressure school
Coefficient memory module and blood pressure computing module are tested, specific:
The data filtering module includes PPG signal filter module and ECG signal filter module, wherein PPG signal filter module
For being filtered to pulse wave PPG original signal, ECG signal filter module is for being filtered ECG original signal；
The characteristic index computing module includes calculating separately the heart according to filtered PPG signal and filtered ECG signal
The HR computing module of rate HR, pulse wave Amplitude Ratio PIR and pulse wave transmission time PTT, PIR computing module and PTT computing module；
The blood pressure checkout coefficient computing module according to verification with reference to blood pressure input module input multiple groups with reference to pressure value (SBP,
DBP pressure value (SBP, DBP) corresponding characteristic index array (HR, PIR, PTT)) and with multiple groups is referred to, utilizes linear regression meter
It calculates the blood pressure checkout coefficient of gauger and is saved in the blood pressure checkout coefficient memory module；
The blood pressure computing module includes SBP computing module and DBP computing module, for according to blood pressure checkout coefficient memory module
The blood pressure checkout coefficient of middle gauger and current characteristic index array (HR, PIR, PTT) calculate the current pressure value of gauger
(SBP, DBP).
6. no cuff type wrist artery blood pressure measuring system according to claim 5, which is characterized in that this is without cuff type wrist
Portion's arterial blood pressure measuring system further includes display module, for showing the current pressure value of the gauger measured (SBP, DBP).
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201810892505.1A CN109157204A (en) | 2018-08-07 | 2018-08-07 | A kind of no cuff type wrist artery blood pressure measuring method and system |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201810892505.1A CN109157204A (en) | 2018-08-07 | 2018-08-07 | A kind of no cuff type wrist artery blood pressure measuring method and system |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN109157204A true CN109157204A (en) | 2019-01-08 |
Family
ID=64895247
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201810892505.1A Pending CN109157204A (en) | 2018-08-07 | 2018-08-07 | A kind of no cuff type wrist artery blood pressure measuring method and system |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN109157204A (en) |
Cited By (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109872820A (en) * | 2019-03-29 | 2019-06-11 | 广州视源电子科技股份有限公司 | A kind of no cuff blood pressure measuring method, device, equipment and storage medium |
| CN110292370A (en) * | 2019-07-03 | 2019-10-01 | 浙江大学 | A kind of chest non-invasive blood pressure detection method based on pulse wave translation time |
| CN112827061A (en) * | 2021-02-26 | 2021-05-25 | 中山大学 | Drug release control device, control method thereof, and computer-readable storage medium |
| CN114027810A (en) * | 2021-03-31 | 2022-02-11 | 北京超思电子技术有限责任公司 | Method for generating blood pressure calculation model containing arteriosclerosis classification and blood pressure measuring system |
| CN114027811A (en) * | 2021-04-28 | 2022-02-11 | 北京超思电子技术有限责任公司 | Blood pressure calculation model and blood pressure measurement system based on BImp pulse wave |
Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN105455798A (en) * | 2015-10-19 | 2016-04-06 | 东南大学 | Continuous blood pressure measuring system and calibration measurement method based on Android mobile phone terminal |
| CN106343976A (en) * | 2016-09-14 | 2017-01-25 | 京东方科技集团股份有限公司 | Method and device for establishing blood pressure model as well as method and device for determining blood pressure |
| CN108261192A (en) * | 2016-12-30 | 2018-07-10 | 深圳先进技术研究院 | Continuous BP measurement method, apparatus and equipment |
-
2018
- 2018-08-07 CN CN201810892505.1A patent/CN109157204A/en active Pending
Patent Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN105455798A (en) * | 2015-10-19 | 2016-04-06 | 东南大学 | Continuous blood pressure measuring system and calibration measurement method based on Android mobile phone terminal |
| CN106343976A (en) * | 2016-09-14 | 2017-01-25 | 京东方科技集团股份有限公司 | Method and device for establishing blood pressure model as well as method and device for determining blood pressure |
| CN108261192A (en) * | 2016-12-30 | 2018-07-10 | 深圳先进技术研究院 | Continuous BP measurement method, apparatus and equipment |
Non-Patent Citations (1)
| Title |
|---|
| XIAO-RONG DING ET AL: "Coherence Analysis of Invasive Blood Pressure and Its Noninvasive Indicators for Improvement of Cuffless Measurement Accuracy", 《2017 39TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY(EMBC)》 * |
Cited By (8)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109872820A (en) * | 2019-03-29 | 2019-06-11 | 广州视源电子科技股份有限公司 | A kind of no cuff blood pressure measuring method, device, equipment and storage medium |
| CN109872820B (en) * | 2019-03-29 | 2023-12-08 | 广州视源电子科技股份有限公司 | Method, device, equipment and storage medium for measuring blood pressure without cuff |
| CN110292370A (en) * | 2019-07-03 | 2019-10-01 | 浙江大学 | A kind of chest non-invasive blood pressure detection method based on pulse wave translation time |
| CN110292370B (en) * | 2019-07-03 | 2020-12-15 | 浙江大学 | Chest non-invasive blood pressure detection method based on pulse wave conduction time |
| CN112827061A (en) * | 2021-02-26 | 2021-05-25 | 中山大学 | Drug release control device, control method thereof, and computer-readable storage medium |
| CN114027810A (en) * | 2021-03-31 | 2022-02-11 | 北京超思电子技术有限责任公司 | Method for generating blood pressure calculation model containing arteriosclerosis classification and blood pressure measuring system |
| CN114027810B (en) * | 2021-03-31 | 2024-03-26 | 北京超思电子技术有限责任公司 | Blood pressure calculation model generation method containing arteriosclerosis classification and blood pressure measurement system |
| CN114027811A (en) * | 2021-04-28 | 2022-02-11 | 北京超思电子技术有限责任公司 | Blood pressure calculation model and blood pressure measurement system based on BImp pulse wave |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN105943005B (en) | The non-invasive blood pressure detection device mixed based on photoelectricity green light pulse with electrocardiogram | |
| CN109157204A (en) | A kind of no cuff type wrist artery blood pressure measuring method and system | |
| US11172891B2 (en) | Method and apparatus for deriving mean arterial pressure of a subject | |
| CN106691406A (en) | Detection method of vascular elasticity and blood pressure based on single probe photoplethysmography pulse wave | |
| CN108366749A (en) | Ambulatory blood pressure and life physical sign monitoring device, system and method | |
| US11006885B2 (en) | Apparatus for determining blood pressure | |
| CN101176663B (en) | Non-invasive cardiac output detecting methods and apparatus based on sphygmus wave | |
| CN104382571A (en) | Method and device for measuring blood pressure upon radial artery pulse wave conduction time | |
| CN103479343B (en) | Central aortic pressure detection system and method based on oscillating sphygmomanometer signals | |
| CN109512412B (en) | Central artery blood pressure measuring device | |
| CN104739395A (en) | Human blood pressure predicting method based on pulse waves | |
| CN107049289A (en) | Based on radial artery ripple without cuff sphygmomanometer and measuring method | |
| CN104757959A (en) | Pulse wave transmission velocity detecting method and system based on image foldover | |
| CN105105734A (en) | Noninvasive continuous blood pressure measurement method, device and system based on heart sound signals | |
| CN104042200B (en) | A kind of non-invasive monitoring devices and methods therefor of arteriotony by shooting | |
| CN111973165A (en) | Linear and nonlinear mixed non-invasive continuous blood pressure measuring system based on PPG | |
| CN109512410A (en) | A kind of more physiological signal Fusion Features without cuff continuous BP measurement method | |
| CN104068841B (en) | A kind of measuring method and device measuring Indices of Systolic Time parameter | |
| CN111714088A (en) | Human body characteristic index detection method and system based on traditional Chinese medicine principle | |
| Rasool et al. | Continuous and noninvasive blood pressure estimation by two-sensor measurement of pulse transit time | |
| CN103767694B (en) | Method for accurately extracting cuff pressure shockwave | |
| US20230371821A1 (en) | Method, a Device, an Electronic Apparatus and a Storage Medium for Processing Multi-Modal Physiological Signals | |
| CN106108864A (en) | A kind of device and method measuring pulse velocity of wave based on reflection method in little scope | |
| US11452458B2 (en) | Method of deriving systolic blood pressure and/or diastolic blood pressure of a subject | |
| CN204813858U (en) | Blood pressure appearance based on pulse back wave transmission time |
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 | ||
| WD01 | Invention patent application deemed withdrawn after publication | ||
| WD01 | Invention patent application deemed withdrawn after publication |
Application publication date: 20190108 |