CN107174276A - A kind of System and method for that mental and physical efforts are monitored for dynamic realtime - Google Patents
A kind of System and method for that mental and physical efforts are monitored for dynamic realtime Download PDFInfo
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- 238000000034 method Methods 0.000 title claims abstract description 21
- 230000003340 mental effect Effects 0.000 title abstract 3
- 238000002555 auscultation Methods 0.000 claims abstract description 70
- 238000012545 processing Methods 0.000 claims abstract description 28
- 230000005236 sound signal Effects 0.000 claims description 104
- 238000012544 monitoring process Methods 0.000 claims description 16
- 230000000747 cardiac effect Effects 0.000 claims description 12
- 230000002452 interceptive effect Effects 0.000 claims description 6
- 230000005540 biological transmission Effects 0.000 claims description 5
- 238000000926 separation method Methods 0.000 abstract 1
- 238000004458 analytical method Methods 0.000 description 8
- 238000010586 diagram Methods 0.000 description 6
- 238000005516 engineering process Methods 0.000 description 5
- 238000011161 development Methods 0.000 description 4
- 230000000694 effects Effects 0.000 description 4
- 238000001228 spectrum Methods 0.000 description 4
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- 230000004217 heart function Effects 0.000 description 3
- 238000011160 research Methods 0.000 description 3
- 210000001765 aortic valve Anatomy 0.000 description 2
- 230000008602 contraction Effects 0.000 description 2
- 230000006870 function Effects 0.000 description 2
- 230000001788 irregular Effects 0.000 description 2
- 238000012986 modification Methods 0.000 description 2
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- 208000009525 Myocarditis Diseases 0.000 description 1
- 230000001919 adrenal effect Effects 0.000 description 1
- 230000017531 blood circulation Effects 0.000 description 1
- 210000004204 blood vessel Anatomy 0.000 description 1
- 238000004364 calculation method Methods 0.000 description 1
- 210000005242 cardiac chamber Anatomy 0.000 description 1
- 230000008859 change Effects 0.000 description 1
- 238000003759 clinical diagnosis Methods 0.000 description 1
- 238000007796 conventional method Methods 0.000 description 1
- 208000029078 coronary artery disease Diseases 0.000 description 1
- 201000010099 disease Diseases 0.000 description 1
- 208000037265 diseases, disorders, signs and symptoms Diseases 0.000 description 1
- 238000002592 echocardiography Methods 0.000 description 1
- 230000002526 effect on cardiovascular system Effects 0.000 description 1
- 238000002565 electrocardiography Methods 0.000 description 1
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- 208000019622 heart disease Diseases 0.000 description 1
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- 230000035176 regulation of the force of heart contraction Effects 0.000 description 1
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B7/00—Instruments for auscultation
- A61B7/02—Stethoscopes
- A61B7/04—Electric stethoscopes
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/0002—Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network
- A61B5/0004—Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network characterised by the type of physiological signal transmitted
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/02—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
- A61B5/02028—Determining haemodynamic parameters not otherwise provided for, e.g. cardiac contractility or left ventricular ejection fraction
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/72—Signal processing specially adapted for physiological signals or for diagnostic purposes
- A61B5/7203—Signal processing specially adapted for physiological signals or for diagnostic purposes for noise prevention, reduction or removal
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/72—Signal processing specially adapted for physiological signals or for diagnostic purposes
- A61B5/7235—Details of waveform analysis
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/72—Signal processing specially adapted for physiological signals or for diagnostic purposes
- A61B5/7271—Specific aspects of physiological measurement analysis
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B7/00—Instruments for auscultation
- A61B7/02—Stethoscopes
- A61B7/026—Stethoscopes comprising more than one sound collector
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- Acoustics & Sound (AREA)
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- Computer Networks & Wireless Communication (AREA)
- Measuring Pulse, Heart Rate, Blood Pressure Or Blood Flow (AREA)
Abstract
The present invention provides a kind of system that mental and physical efforts are monitored for dynamic realtime, including the cardiechema signals sensor located at auscultation region to detect the cardiechema signals being in auscultation region;Located at non-auscultation region to detect the interference signal sensor being in non-auscultation region;Multiple data acquisition devices being connected respectively with cardiechema signals sensor and interference signal sensor;The central processing unit being connected with data acquisition device.The present invention also provides a kind of method that mental and physical efforts are monitored for dynamic realtime.By setting up interference signal sensor in non-auscultation region, cardiechema signals and interference signal preliminary separation has been subjected to.Analyze and calculate by central processing unit, interference signal is further separated, so as to obtain not comprising interference signal, real cardiechema signals.
Description
Technical Field
The present invention relates to the field of cardiac force analysis, and more particularly, to a system and method for dynamically monitoring cardiac force in real time.
Background
Cardiac reserve refers to the ability of cardiac output to increase with the need for body metabolism. Cardiac reserve has a strong correlation with the survival probability and the expected mortality of normal and heart disease patients. It is generally accepted that heart reserve includes heart rate reserve and myocardial contractility reserve, reflecting the ability of heart function to adapt to metabolic needs. It is affected by a number of factors, such as the increase in cardiac output when the body is subjected to intense exercise, due to the increased activity of the sympathetic adrenal system, primarily by mobilizing heart rate reserves and systolic reserves. Current research on the effect of exercise on heart rate is quite extensive. However, due to the limitations of research methods, the effect of exercise on myocardial contraction is still rarely studied. With the development and progress of scientific technology, especially the development of miniature sensors, computer multimedia technology and statistical software technology, the research becomes possible.
Currently, regarding means and methods for assessing cardiac function, electrocardiography is the best method for monitoring cardiac chronology and conductivity, but cannot be used to monitor cardiac inotropy. The examination and determination of cardiac function by cardiac catheter is objective and quantitative, but belongs to the examination with trauma; echocardiography can evaluate the functional state of cardiac muscle by measuring and calculating the degree and speed of change of the diameter of the cardiac chamber from diastole to systole and ejection fraction, but has poor sensitivity; the sensitivity and specificity of radionuclide cardiovascular pool development are high, but the examination cost is high, and the development is difficult to popularize.
The heart sounds are generated by the contraction of the heart muscle, the opening and closing of the valve, and the mechanical shock of the blood flow impacting the valve and the blood vessel wall, which are transmitted to the chest wall. If the mechanical vibration is converted into an electric signal by a transducer and recorded, a phonocardiogram is obtained. The traditional phonocardiograph has no quantitative analysis function at all, and has great limitation on the storage and processing of the heart sounds, so the clinical application is less. In recent years, due to the great challenge and attraction of heart sound signal processing, and the promising prospect of digital technology, especially multimedia technology, for solving the problems, students at home and abroad use computer technology to explore heart sound volume analysis.
The heart sound signal is a non-stationary signal, and because of the existence of various interferences, the quality of the heart sound signal acquired by the conventional method is poor, so the heart sound signal is processed before analysis, and various noises contained in the heart sound signal are eliminated. When a single heart sound signal sensor is adopted to measure heart sound signals, the heart sound signals and interference signals are simultaneously collected and entered, and the interference signals are irregular and have uncertainty, so that the interference signals are very difficult to eliminate through back-end software filtering.
When the heart force is dynamically monitored in real time, the state of a tested person is uncertain, and if the body posture of the tested person slightly changes, interference enters the sensor at any time, so that a single sensor cannot meet the requirement.
Disclosure of Invention
The invention aims to provide a system and a method for dynamically monitoring heart force in real time, which can eliminate interference signals of an auscultation area to obtain a real heart sound signal.
In order to achieve the above object, the present invention provides a system for dynamically monitoring heart force in real time, comprising a heart sound signal sensor disposed in an auscultation region for detecting a heart sound signal in the auscultation region;
the interference signal sensor is arranged in the non-auscultation area and used for detecting interference signals in the non-auscultation area;
a plurality of data acquisition devices respectively connected with the heart sound signal sensor and the interference signal sensor and used for respectively acquiring the heart sound signals in the auscultation area and the interference signals in the non-auscultation area;
and the central processing unit is connected with the data acquisition device and is used for removing the interference signals in the auscultation area and the non-auscultation area from the heart sound signals in the auscultation area and obtaining real heart sound signals.
Preferably, the central processing unit includes:
the receiving device is respectively connected with the data acquisition device and used for receiving the heart sound signals in the auscultation area and the interference signals in the non-auscultation area;
a computing device connected to the receiving device for removing the interference signal in the non-auscultation region from the heart sound signal in the auscultation region and obtaining a real heart sound signal;
and the output device is connected with the computing device and used for outputting a real heart sound signal.
Preferably, the output device is connected with a display for displaying the real heart sound signal.
Preferably, the output device is connected with a transmission device for transmitting the real heart sound signal to the mobile terminal.
Preferably, the device further comprises a storage device connected with the central processing unit and used for storing the real heart sound signals.
Preferably, the system further comprises a data processing device connected with the central processing unit and used for processing the real heart sound signals.
A method for dynamically monitoring heart force in real time, comprising:
detecting and respectively collecting heart sound signals in an auscultation area and interference signals in a non-auscultation area;
and removing the interference signals in the non-auscultation area from the heart sound signals in the auscultation area to obtain real heart sound signals.
Preferably, the step of removing the interfering signal in the non-auscultation region from the heart sound signal in the auscultation region to obtain a real heart sound signal comprises:
receiving a heart sound signal in an auscultation area and an interference signal in a non-auscultation area;
removing the interference signals in the non-auscultation area from the heart sound signals in the auscultation area to obtain real heart sound signals;
and outputting a real heart sound signal.
Preferably, the method further comprises the following steps:
displaying a real heart sound signal; and/or the presence of a gas in the gas,
transmitting the real heart sound signal to the mobile terminal; and/or the presence of a gas in the gas,
storing the real heart sound signals; and/or the presence of a gas in the gas,
and carrying out data processing on the real heart sound signals.
Against the background of the invention
When the system provided by the invention is used for detecting the heart sound, the heart sound signal sensor positioned in the auscultation area is used for detecting the heart sound signal, and the detected signal may be the heart sound signal mixed with an interference signal. The interference signal sensor is arranged in the non-auscultation area, so that the heart sound signal can not be detected, and the interference signal sensor is only used for detecting interference signals except the heart sound signal. Thus, the heart sound signal and the interference signal are preliminarily separated. Then, the heart sound signal sensor and the plurality of interference signal sensors are respectively transmitted to respective data acquisition devices, the data acquisition devices are used for acquiring the data of the heart sound signals and the interference signals, the data acquisition devices are used for transmitting the acquired data, and the data of the heart sound signals and the interference signals are transmitted to the central processing unit. Finally, the central processing unit further separates and filters the interference signals through analysis and calculation, so that real heart sound signals which do not contain the interference signals are obtained, and accurate and effective basis is provided for clinical diagnosis.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below, it is obvious that the drawings in the following description are only embodiments of the present invention, and for those skilled in the art, other drawings can be obtained according to the provided drawings without creative efforts.
FIG. 1 is a block diagram of a system for dynamic real-time monitoring of cardiac force according to an embodiment of the present invention;
FIG. 2 is a block diagram of the internal structure of the CPU shown in FIG. 1;
FIG. 3 is a flow chart of a method for dynamically monitoring heart rate in real time according to an embodiment of the present invention;
fig. 4 is a signal diagram of a heart sound signal in an auscultation region;
FIG. 5 is a signal diagram of an interfering signal in a non-auscultatory region;
fig. 6 shows a real heart sound signal obtained after being processed by the method for dynamically monitoring the heart in real time according to the embodiment of the invention.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
In order that those skilled in the art will better understand the disclosure, the invention will be described in further detail with reference to the accompanying drawings and specific embodiments.
Referring to fig. 1, fig. 1 is a schematic structural diagram of a system for dynamically monitoring a cardiac force in real time according to an embodiment of the present invention. Wherein, the heart sound signal sensor 1 is arranged in the auscultation area. Generally, there are five auscultatory regions for human heart valves: the apical area at the most forceful point of the beat, the pulmonary valve area between the second ribs on the left side of the sternum, the aortic valve area between the second ribs on the right side of the sternum, the second auscultation area of the aortic valve between the third and fourth ribs on the left side of the sternum, and the tricuspid valve area on the left side of the lower end of the sternum. The five areas completely cover the main part of the heart, and the sensors arranged in the five auscultation areas can collect and detect heart sound signals of the heart. Of course, the auscultation region can be located at other parts of the human body according to actual needs, and the invention is not described in detail.
The area outside the auscultation area is a non-auscultation area, and the sound signals in the non-auscultation area are derived from signals other than heart sounds, such as signals generated by external vibration and sound, and are referred to as interference signals in the present invention. The non-auscultation area is provided with an interference signal sensor 2 for collecting and detecting interference signals. In the present invention, the disturbing signal sensor 2 may include the first disturbing signal sensor 21, … … nth disturbing signal sensor 2 n. The data acquisition device 3 may include a heart sound data acquisition device 30, a first interference signal data acquisition device 31, an … … nth interference signal data acquisition device 3 n; wherein: the heart sound signal sensor 1 is connected with the heart sound data acquisition device 30, the first interference signal sensor 21 is connected with the first interference signal data acquisition device 31, the … … th interference signal sensor 2n is connected with the nth interference signal data acquisition device 3 n;
firstly, the heart sound signal sensor 1 and the interference signal sensor 2 respectively detect heart sound signals and interference signals in an auscultation area and a non-auscultation area, send the detected heart sound signals to the heart sound acquisition device 30, and respectively send a first interference signal and an … … nth interference signal to the first interference signal data acquisition device 31 and the … … nth interference signal acquisition device 3 n;
then, the first interference signal data acquisition devices 31, … … n interference signal acquisition device 3n respectively corresponding to the first interference signal sensor 21, … … n interference signal sensor 2n data acquisition, and transmitting the heart sound data and the interference data to the connected central processor 4;
finally, the central processing unit 4 obtains the frame of the first signal by comparing the data of the heart sound signal channel with the data of the interference signal channel, thereby judging whether the current signal is the interference signal, and calculating the frequency spectrum of the interference signal to eliminate the interference signal.
Fig. 2 is a block diagram of the internal structure of the cpu 4 of the present invention, which specifically includes: a receiving device 41, a calculating device 42, and an output device 43, which are connected in series in this order.
The reception device 41: the device is used for receiving signals output by the heart sound data acquisition device 30, the first interference signal data acquisition device 31 and the … … nth interference signal data acquisition device 3 n;
calculating means 42 for multiplying the frequency spectrum determined as the interference signal by the set suppression parameter, thereby realizing the elimination of the interference signal;
and an output device 43 for outputting the obtained interference signal-removed real heart sound signal.
Please refer to fig. 4, 5 and 6. The central processing unit 4 removes the heart sound signal (as shown in fig. 5) with the interfering signal shown in fig. 4, and obtains the whole heart sound signal (as shown in fig. 6). As can be seen from fig. 4 and 5, the heart sound signal in the auscultation area is usually accompanied by interference signals due to the unavoidable influence of external environment such as noise, posture of the examiner when the examiner is examined, and even emotion of the examiner. The heart sound signal sensor 1 is positioned in the auscultation area, and the detected signal is a heart sound signal mixed with an interference signal. Due to the non-auscultatory region, the signal received by the disturbing signal sensor 2 is only a disturbing signal.
It should be noted that, both the heart sound signal sensor 1 and the interference signal sensor 2 can adopt the heart sound sensor in the prior art to detect the heart sound signal in the auscultation area and the environmental interference signal in the non-auscultation area, respectively. Of course, the heart sound signal sensor 1 and the interference signal sensor 2 may also be other types of sensors in the prior art, and are not described herein again.
Because the interference signal is irregular and uncertain, the interference signal mixed in the heart sound signal needs to be filtered out to obtain a complete heart sound signal, so that the heart sound condition of the examiner can be truly and effectively reflected, and effective clinical guidance is provided for medical institutions.
In processing, the unit coordinates of the three signals are unified. That is, in the processing, the horizontal axis (which may be a time axis) of fig. 4 and fig. 5 should correspond to each other, so as to obtain the real heart sound data, as shown in fig. 6.
Based on the above embodiments, one or more of the display 5, the transmission device 6, the storage device 7, and the data processing device 8 may be further disposed after the central processing unit 4, and each device is connected in series with the central processing unit.
Wherein,
the display 5: the display module is used for displaying the heart sound signals after the interference signals are filtered;
the transmission device 6: all data in the analysis process can be transmitted to terminal equipment such as a computer and a mobile phone in a wireless and USB transmission mode, so that the terminal equipment can monitor heart sounds, and user experience is improved;
the storage device 7: the system is used for storing all data generated in the heart sound analysis process so as to provide data support for subsequent analysis;
the data processing device 8: the heart sound data of the examiner can be processed to obtain data reflecting other diseases such as coronary heart disease, myocarditis, etc.
It should be noted that the heart sound data acquisition device 30, the first interference signal data acquisition devices 31 and … …, and the nth interference signal data acquisition device 3n are all multi-channel acquisition devices, and can simultaneously acquire data in multiple channels and transmit the data to the central processing unit 4. In addition, the connection relationship between the above devices may be electrical connection, wire connection, signal wire connection, or other connection manners capable of realizing the functions.
The invention also discloses a heart force monitoring method for eliminating interference, which can also realize the technical effects.
Referring to fig. 3, the present invention further provides a method for dynamically monitoring the heart rate in real time, including:
s100, detecting and respectively collecting heart sound signals in an auscultation area and interference signals in a non-auscultation area;
s200, removing the interference signals in the non-auscultation area from the heart sound signals in the auscultation area to obtain real heart sound signals.
The removing of the interference signal from the heart sound signal in the auscultation region in step S200 includes:
performing signal characteristic analysis processing according to the signal frequency spectrum to obtain a frame of each signal, and judging whether the current signal is an interference signal or not according to the frame of the signal;
determining characteristic parameters such as amplitude parameters, time limit parameters and the like of the heart sound signals;
and multiplying the frequency spectrum judged as the interference signal by the set suppression parameter to eliminate the interference signal.
As can be seen from the above description of the specific embodiments, the system for dynamically monitoring the heart force in real time provided by the present invention monitors the interference signal other than the heart sound signal by arranging the interference signal sensor 2 in the non-auscultation region, and adjusts and converts the interference signal into the heart sound signal by arranging the central processing unit 4, so as to eliminate the interference signal in the heart sound signal, thereby obtaining a real heart sound signal.
It is noted that, in this specification, relational terms such as first and second, and the like are used solely to distinguish one entity from another entity without necessarily requiring or implying any actual such relationship or order between such entities.
The above provides a detailed description of the heart monitoring system and method for interference cancellation provided by the present invention. The principles and embodiments of the present invention are explained herein using specific examples, which are presented only to assist in understanding the method and its core concepts. It should be noted that, for those skilled in the art, it is possible to make various improvements and modifications to the present invention without departing from the principle of the present invention, and those improvements and modifications also fall within the scope of the claims of the present invention.
Claims (9)
1. A system for dynamic real-time monitoring of cardiac force, comprising:
a heart sound signal sensor (1) arranged in the auscultation area and used for detecting the heart sound signals in the auscultation area;
an interference signal sensor (2) arranged in the non-auscultation area and used for detecting interference signals in the non-auscultation area;
a plurality of data acquisition devices (3) which are respectively connected with the heart sound signal sensor (1) and the interference signal sensor (2) and are used for respectively acquiring the heart sound signals in the auscultation area and the interference signals in the non-auscultation area;
and the central processing unit (4) is connected with the data acquisition device (3) and is used for removing the interference signals in the non-auscultation area from the heart sound signals in the auscultation area and obtaining real heart sound signals.
2. The system according to claim 1, characterized in that said central processor (4) comprises:
receiving means (41) connected to a plurality of said data acquisition means (3) respectively, for receiving heart sound signals in an auscultation region and for receiving interfering signals in a non-auscultation region;
a computing means (42) connected to said receiving means (41) for removing interfering signals present in the non-auscultatory region from the heart sound signals present in the auscultatory region and obtaining real heart sound signals;
and an output device (43) connected to the computing device (42) for outputting the actual heart sound signal.
3. A system according to claim 2, characterized in that a display (5) is connected to the output means (43) for displaying the actual heart sound signal.
4. The system according to claim 2, characterized in that the output device (43) is connected with a transmission device (6) for transmitting the real heart sound signal to the mobile terminal.
5. A system according to any one of claims 1 to 4, further comprising a memory device (7) connected to said central processor (4) for storing the actual heart sound signals.
6. The system according to claim 5, further comprising data processing means (8) connected to said central processor (4) for data processing of the actual heart sound signals.
7. A method for dynamically monitoring heart force in real time, comprising:
detecting and respectively collecting heart sound signals in an auscultation area and interference signals in a non-auscultation area;
and removing the interference signals in the non-auscultation area from the heart sound signals in the auscultation area to obtain real heart sound signals.
8. The method of claim 7, wherein the step of removing the interfering signals in the non-auscultatory region from the heart sound signals in the auscultatory region to obtain the real heart sound signals comprises:
receiving a heart sound signal in an auscultation area and an interference signal in a non-auscultation area;
removing the interference signals in the non-auscultation area from the heart sound signals in the auscultation area to obtain real heart sound signals;
and outputting a real heart sound signal.
9. The method of claim 7 or 8, further comprising:
displaying a real heart sound signal; and/or the presence of a gas in the gas,
transmitting the real heart sound signal to the mobile terminal; and/or the presence of a gas in the gas,
storing the real heart sound signals; and/or the presence of a gas in the gas,
and carrying out data processing on the real heart sound signals.
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Cited By (4)
Publication number | Priority date | Publication date | Assignee | Title |
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CN108324266A (en) * | 2018-02-26 | 2018-07-27 | 河南善仁医疗科技有限公司 | Household heart monitoring system based on phono analysis |
CN109431535A (en) * | 2018-11-13 | 2019-03-08 | 四川长虹电器股份有限公司 | A kind of cardiac reserve index calculation method |
CN109567856A (en) * | 2018-11-23 | 2019-04-05 | 四川长虹电器股份有限公司 | A kind of auscultation position intelligent prompt method based on intelligent platform |
CN111657991A (en) * | 2020-05-09 | 2020-09-15 | 北京航空航天大学 | Intelligent array sensor electronic auscultation system |
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CN109431535A (en) * | 2018-11-13 | 2019-03-08 | 四川长虹电器股份有限公司 | A kind of cardiac reserve index calculation method |
CN109567856A (en) * | 2018-11-23 | 2019-04-05 | 四川长虹电器股份有限公司 | A kind of auscultation position intelligent prompt method based on intelligent platform |
CN111657991A (en) * | 2020-05-09 | 2020-09-15 | 北京航空航天大学 | Intelligent array sensor electronic auscultation system |
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