CN110353656A - A kind of wearable ECG monitor system and its monitoring method based on cloud framework - Google Patents
A kind of wearable ECG monitor system and its monitoring method based on cloud framework Download PDFInfo
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- A61B5/24—Detecting, measuring or recording bioelectric or biomagnetic signals of the body or parts thereof
- A61B5/316—Modalities, i.e. specific diagnostic methods
- A61B5/318—Heart-related electrical modalities, e.g. electrocardiography [ECG]
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- A61B5/6801—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient specially adapted to be attached to or worn on the body surface
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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
- A61B5/74—Details of notification to user or communication with user or patient ; user input means
- A61B5/7465—Arrangements for interactive communication between patient and care services, e.g. by using a telephone network
- A61B5/747—Arrangements for interactive communication between patient and care services, e.g. by using a telephone network in case of emergency, i.e. alerting emergency services
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Abstract
The present invention provides a kind of wearable ECG monitor system and its monitoring method based on cloud framework, wearable ECG monitoring device can substantially meet easy to wear, comfortable requirement；Using the squelch circuit for being directed to electrocardiosignal specially treated, is denoised in hardware and software multilayer, improve the anti-interference rate of electrocardiosignal, ensure that the accurate integrality of signal.The intelligent cardiac algorithm that mobile phone end provides, after carrying out judgement interception, simple classification to electrocardiosignal, the method for carrying out being packaged upload solves the problems, such as that electrocardiogram (ECG) data amount is huge and cannot upload in time.Improve the deficiency of automatic diagnostics, improve the efficiency of monitor system；Using the respective advantage of doctor and intelligent algorithm, the content of dynamic electrocardiogram report is improved；Improve heart abnormality alarm mechanism；It improves anomalous ecg in short-term and records and analyzes mechanism.The ECG Telemonitor System that the present invention carries out big data intellectual analysis on cloud platform server, establishes a more wisdom.
Description
Technical field
The invention belongs to medical treatment & health administrative skill fields, are related to a kind of wearable ECG monitor system based on cloud framework
Technology.
Background technique
As China human mortality rapidly enters aging, people's living standard is improved, rhythm of life is accelerated, operating pressure in addition
Increase, heart disease rejuvenation trend is obvious, it has also become become increasingly popular, seriously threaten human life and health principal disease it
One.On the other hand, the comprehensive multi-field technology such as Internet of Things, big data, cloud storage, artificial intelligence is mutually tied with medical treatment & health
It closes, provides great opportunity to develop for the long distance monitoring of heart disease.
Electrocardiosignal is that the mankind more early study and be applied to clinical one of bio signal, has and is easy to detection and regularity
The features such as more intuitive.ECG signal sampling can effectively prevent cardiopathic generation, and the frequency of occurrences and form of electrocardiographic abnormality can
Prediction as heart disease indicates that doctor is by the analysis to electrocardiogram, it can be found that potential early stage cardiac disease information
Or diagnosis has heart disease, to suit the remedy to the case to patient.Currently, clinical diagnosis heart disease mainly passes through the conventional heart
Electrograph detection, it can from multiple angles from cardiomotility situation, generally measured under the state of reposing, feature be interference lack,
Waveform is clear, can restrain the diseases such as not normal to myocardial infarction, sinus and diagnose.Routine electrocardiogram monitoring generally requires patient to doctor
Institute is checked that handicapped patient is inconvenient, and the limited time of an ECG examination, is tended not to comprehensively
Cardiomotility situation is reacted, anomalous ecg also can not be effectively captured.Therefore cardiac is needed can be for a long time
Record the instrument of electrocardiosignal.The appearance of Holter solve electrocardiogram can not non-volatile recording defect, it can remember
24 hours even more prolonged electrocardiosignals are recorded, the verification and measurement ratio of heart abnormality signal is effectively increased.Holter is commonly used in
Premature beat patient, but the disadvantage is that electrocardiosignal can only be recorded, do not have real-time analytic function and data-transformation facility, the every angel of patient
With rear, must be read to hospital by special equipment, playback, and the data by being acquired in doctor's analyzing and diagnosing Holter, for dashing forward
Heat condition can not be monitored effectively, can not also be carried out algorithm intellectual analysis for long-time electrocardiographic recording, can not be provided more
Reliable health care guidance comprehensively.
It is at present the deficiency for solving traditional cardioelectric monitor, remote electrocardiogram monitor product is fast-developing, but still exists very
More problems:
(1) it for wearable ECG monitoring device, also fails to meet easy to wear, comfortable requirement, ECG detecting signal
It interferes big, unstable.Existing equipment is the influence for reducing conducting wire, the requirement for meeting comfort level, is replaced using stemness electrode moist
Electrode, but will lead to the defects of electrocardiogram acquisition poor signal quality, leads are few.If using moist electrode, such as Holter, then
Conducting wire is exposed serious, so that user dresses inconvenience, influences normal activity.
(2) the collected electrocardiosignal noise jamming of monitoring device is big, type is more, and noise is easy to heart when covering morbidity
Electric signal causes signal integrity accuracy poor.Noise generally is removed using software, but sometimes due to device hardware reason causes to make an uproar
Sound and source signal degree of overlapping are high-leveled and difficult with removal.
(3) electrocardiosignal is monitored due to continuous for a long time, data volume is huge, and current mobile phone memory capacity and network speed are often
It is unable to satisfy the requirement of real-time storage and transmission.
(4) normal signal occupies majority in continuous monitoring electrocardiosignal for a long time, if manually checking that each data frame will
Cause a large amount of artificial wastes.Although electrocardiogram monitor system can guarantee unremitting acquisition for a long time, when doctor cannot be long
Between diagnosis is provided, user cannot timely feed back.It detects automatically so needing to provide electrocardio in remote electrocardiogram monitor system, is real
When analyzing and diagnosing function.As people are in the research that deepens continuously of ECG automatic analysis diagnostic field, what electrocardio diagnosed automatically
Accuracy rate also in the continuous improvement, but is still unable to reach satisfactory degree, and existing technology can't complete generation
For Artificial Diagnosis, all there is a certain proportion of erroneous detection missing inspections for existing method.
(5) user typically results in simple report after monitoring is gone wrong, and is not able to satisfy the profound of user and requires.It can not
Specific aim professional advice is provided for individual subscriber, keeps remote electrocardiogram monitor anaphase effect unobvious.In addition, existing dok guardian product
Collected data cannot be made full use of, the excavation of data is not enough.
Summary of the invention
To solve deficiency present in existing remote electrocardiogram monitor product, the present invention provides a kind of wearing based on cloud framework
Wear formula electrocardiogram monitor system and its monitoring method, devise more convenient and fast wearable ECG monitoring device, by smart phone,
Three aspects of cloud platform and doctor, in the hope of improving cloud platform cardiac monitoring system, the electrocardio for establishing a more wisdom is remotely supervised
Protecting system.
In order to achieve the above object, the invention provides the following technical scheme:
A kind of wearable ECG monitor system based on cloud framework is supervised including the wearable ECG successively with data connection
Measurement equipment, smart phone APP, cloud platform server and doctor terminal browser；
The wearable ECG monitoring device after handling electrocardiosignal, will be held for acquiring user's electrocardiosignal
Continue complete electrocardiosignal and smart phone APP is sent to by bluetooth；
The smart phone APP receives for realizing electrocardiogram (ECG) data, heart real time is shown, offline electrocardio management, more physiology
Parameter assistant analysis, SOS are succoured in time, the analysis of anomalous ecg algorithm is shared with report, anomalous ecg report in short-term and event are remembered
Record and prompting, resource management, online doctor consulting and health care, push receive capabilities；
The doctor terminal browser, for realizing doctor's personal information management, emergent management, electrocardiogram annotation, record report
Announcement processing, subscriber household health analysis, health consultation reply, instant messaging reply, abnormal electrocardiogram Database function；Yun Ping
Platform server is for realizing data processing, intelligent ECG analysis, storage, communication function；
The cloud platform server is for realizing data processing, intelligent ECG analysis, storage, communication function.
Further, the wearable ECG monitoring device includes that electrocardio handles chip, connect with electrocardio processing chip
Four flexible wires and four electrode slices connecting respectively with each flexible wire, four electrode slices are for acquiring electrocardio
Signal, including electrocardio processing circuit and patch lithium battery, the electrocardio processing circuit include CPU minimum circuit, electrocardiogram acquisition electricity
Road, signal amplification circuit, filter circuit, voltage processing circuitry, specially treated circuit, Bluetooth data transfer circuit, low-power consumption pipe
Manage circuit；The electrocardiogram acquisition circuit is for acquiring electrocardiosignal, and signal amplification circuit is for putting collected signal
Big processing, filter circuit are used to filter out the noise in amplified signal, and voltage processing circuitry is used for adjustment signal voltage location just
It is acquired in AD, the specially treated circuit includes that filter makes an uproar, steady baseline processing circuit, motion artifacts identification circuit, removes power frequency
Interference and myoelectricity interference circuit, the filter for being respectively used to electrocardiosignal make an uproar, steady baseline, remove motion artifacts, remove Hz noise and flesh
Electrical interference processing, the Bluetooth data transfer circuit are connected for managing wearable ECG monitoring device with the Bluetooth pairing of mobile phone
And package and the transmission of data；Low-power consumption management circuit is responsible for controlling equipment in the suspend mode of inoperative and working condition and be called out
It wakes up, patch lithium battery provides power supply for electrocardio processing circuit.
Further, the smart phone APP includes electrocardiogram (ECG) data receiving module, heart real time module, offline electrocardio mould
It is block, supplemental functionality, SOS module, ecg analysis reporting modules, logout and reminding module, resource management module, online
Client module, push receiving module；
The electrocardiogram (ECG) data receiving module is used to establish and the bluetooth connection of wearable ECG monitoring device, and receives electrocardio
Data；
The heart real time module is used to carry out acquisition, transmission, display, the storage of heart real time data, shows heart rate shape
State shows electrocardiographicdata data, shows ecg wave form parameter, shows equipment lead position and state；
The offline ECG module is used to carry out the importing, display and storage of off-line data, the analysis of off-line data, on
It passes, synchronous cloud data；
The supplemental functionality estimates judgement all kinds of physiology ginsengs relevant to human heart for analyzing electrocardiosignal
Number；
The SOS module is used to prompt emergency contact user to occur heart abnormality at this time by a key prompting function, together
Continuous electrocardiosignal uploads cloud to Shi Jilu in short-term, notifies emergency contact user to occur heart at this time by a key alarm function
Precarious position needs to succour immediately, while upload user location information, persistently records electrocardiosignal and uploads cloud, alerts urgent connection
It is people and doctor；
Electrocardiosignal is carried out judgement interception, then will be abnormal for providing electrocardio algorithm by the ecg analysis reporting modules
Electrocardiosignal carries out after simply classifying, and abnormal electrocardiogram signal and classification data are done packing processing, as the original of upload cloud
Data packet, and cloud is uploaded to by bluetooth and carries out detailed analysis processing；The report of electrocardio in short-term that cloud can also be obtained, provides
Historical report and inquiry, medical diagnosis on disease and suggestion, detailed EGC parameter and index；Report can be shared with to relatives, doctor simultaneously
It is raw and other people；
The logout and reminding module are used to abnormity prompt informing that anomalous ecg occurs in user by mobile phone vibration
Situation simultaneously prompts concern cardiac health in time；It is reminded for sending medication to user；A variety of last for short record hearts are provided
The electrocardiogram (ECG) data of electric data function, record includes: average heart rate, average respiration, maximum/minimum heart rate, three lead electrocardiogram,
Mood analysis, detailed heart rate information, electrocardio form；System log is provided for recording wearable ECG monitoring device, cell phone application
Software systems problem information, while the event occurred in monitoring system；
The assets management module is for being arranged and managing managing personal information and account, management individual/family health care shelves
Case, management equipment and APP information, management electrocardiogram (ECG) data capacity；
The online client module provides user's Instant Messenger exchanged with private doctor for providing doctor's health consultation
News, provide FAQs and knowledge base instructs；
The push receiving module is used to for abnormal electrocardiogram data packet to be sent to cloud server, receives cloud server and pushes away
The diagnosis result sent.
Further, the doctor terminal browser includes: doctor's personal information management module, emergent management module, electrocardio
It is figure annotation module, record report processing module, subscriber household health analysis module, health consultation module, instant messaging module, different
Normal electrocardiogram (ECG) data library module；
Doctor's personal information management module is used for provide account management function using doctor；
The emergent management module alerts electrocardiogram (ECG) data for receiving the prompting of one key of user and a key, by a key prompting message
As the processing of blinking yellow illumination prompting message, the segment electrocardiogram (ECG) data is included by individual subscriber health according to selection after doctor checks
Archives, using a key warning information as red pop window information processing, doctor is such as in an emergency after checking and notifies family members or rescue
Vehicle emergency aid and treatment is protected, while electrocardiogram (ECG) data is included into individual subscriber health account by synchronization；
The electrocardiogram annotation module is for receiving the electrocardiogram (ECG) data come to after the intelligent ECG algorithm process in cloud, by this
A little data are plotted to screen according to electrocardiographic criteria drawing, facilitate doctor to check, and can modify automatic marking as a result, providing doctor
Raw judgement, obtains doctor's conclusion, differentiates anomalous ecg type, provides medical treatment or health care suggestion, automatically generate dynamic electrocardiogram
Report；
Short term sustained measurement of the record report processing module for receiving user's transmission automatically analyzes report, can
It is supplied to doctor to check, and is included into the personal health archives of user when needed；
The subscriber household health analysis module is used to according to the doctor's follow-up record and Family health files of user be to use
Formulate family health care opinion, healthy diet, daily life habit, motion criteria in family.
The health consultation module is used to suggest to for providing doctor；
The instant messaging module is used to reply the information and voice of user；
The abnormal electrocardiogram database module is for the anomalous ecg type and doctor's conclusion in being reported according to dynamic electrocardiogram
Automatically electrocardiogram (ECG) data is sorted out, manual modification function is provided, and form abnormal electrocardiogram database.
Further, the cloud platform server includes: personal information management platform, telecommunication management platform, intelligent ECG
Analysis platform, data storage management platform；
The personal information management platform is used to be managed collectively the information and account of user and doctor, establishes user's electrocardio number
According to index, doctor's managing user information index is established；
The telecommunication management platform be used to be managed collectively communication between user and doctor with exchange, smart phone is provided
The timely communication of the emergent management module of the SOS module and doctor terminal browser of APP, the highest for controlling it as system communication are excellent
First grade, the ECG automatic analysis for being responsible for the short term sustained measurement of transmission are reported and feed back the medical advice of doctor；
The intelligent ECG analysis platform automatically analyzes electrocardiogram (ECG) data algorithm for being managed collectively, and judges, obtains knot
By, formed report；For carrying out pretreatment, positioning feature point and waveforms detection, the waveform separation medical diagnosis on disease of electrocardiosignal, most
After obtain classification diagnosis result；For establishing multi-physiological-parameter signal library, the relationship of electrocardio and breathing, body temperature and sleep is established,
Estimate judgement all kinds of physiological parameters relevant to human heart；For generating electrocardio report and carrying out auxiliary work；
The data storage management platform is used to be managed collectively storage, modification, verification, search, the forwarding, rope of Various types of data
Skirt reason.
The present invention also provides a kind of wearable ECG monitoring method based on cloud framework, includes the following steps:
User dresses wearable ECG monitoring device, and RA electrode slice is attached to right border of sternum linea medioclavicularis first rib
Between, LA electrode slice is attached to the first intercostal of left border of sternum linea medioclavicularis, RL electrode slice is attached at right midclavicular line costal margin, by LL
Electrode slice is attached at left mid-clavicular line costal margin；
Smart phone APP Bluetooth function is opened, bluetooth connects the chip in wearable ECG monitoring device automatically, starts to adopt
Collect electrocardiogram (ECG) data；Electrocardiosignal reaches electrocardio processing chip via conductive electrode, electrocardio processing chip will it is processed after continue
Electrocardiogram (ECG) data is by Bluetooth transmission to smart phone APP；
Smart phone APP shows heart real time data and shows all kinds of parameters of Heart Rate States, ecg wave form, is calculated by electrocardio
Abnormal electrocardiogram signal is carried out judgement interception by method, then abnormal electrocardiogram signal is carried out after simply classifying, and is uploaded to cloud platform service
Device；
Cloud platform server by utilizing intelligent ECG algorithm, obtains detailed automatic diagnostic result, transmits the result to doctor
Hold browser；
Doctor checks the automatic diagnostic result of modification through doctor terminal browser, provides doctor's judgement, obtains doctor's final sumbission,
Anomalous ecg type is differentiated, provides medical treatment or health care suggestion, and be uploaded to cloud platform server and stored, doctor terminal is clear
Device of looking at automatically generates dynamic electrocardiogram report according to diagnosis conclusion while uploading cloud platform server；
Dynamic electrocardiogram report is communicated to smart phone APP by cloud platform server, and user can report according to dynamic electrocardiogram
It sees a doctor in time, timely and effective health care is suggested according to doctor.
Further, further include following steps:
When smart phone APP, which obtains the key in wearable ECG monitoring device, reminds button signal, continuously record short
When electrocardiosignal synchronized upload to cloud platform server, cloud platform server emergent management up-delivering signal, by automatic marking result
It is sent to doctor terminal browser；Pop-up blinking yellow illumination prompting message waits doctor's processing after doctor terminal browser obtains this signal,
Severity when doctor is handled according to circumstances gives reasonable suggestion and by cloud platform server feedback to user, Yong Huneng
It is enough to suggest saving the filing of electrocardiogram (ECG) data selectivity according to doctor.
Further, further include following steps:
After smart phone APP obtains the alarm button signal of the key in wearable ECG monitoring device, by the continuous heart
Electric signal is uploaded to cloud platform server, while upload user location information.Cloud platform server leads to using this signal as system
Preferentially transmitting is handled the highest priority of news, and continuous electrocardiosignal is sent directly to doctor terminal browser without processing,
Customer position information is sent to emergency contact and doctor terminal browser simultaneously；Emergency contact alarms after contacting user's confirmation
Rescue time is saved in treatment or directly alarm treatment；Doctor terminal browser promptly pops up red after obtaining cloud platform server signal
The processing of pop-up persistent reminder, doctor is according to circumstances and alarm or ambulance emergency aid and treatment or contact emergency contact person cautiously cancel
Alert process；End user can suggest electrocardiogram (ECG) data selectivity being included into personal health archives preservation according to doctor.
Further, further include following steps:
When user feel heart it is uncomfortable when, use last for short on smart phone APP to record electrocardiogram (ECG) data function
It can be carried out electrocardiogram (ECG) data analysis, generate to automatically analyze and report and be uploaded to cloud platform server, cloud platform server is untreated
It is transferred directly to doctor terminal browser, doctor terminal browser reminds doctor to check that doctor provides medical treatment after checking after receiving message
It is recommended that and selecting to file.
Further, further include following steps:
User uploads doctor's follow-up record and Family health files to cloud platform server, and cloud platform server uses big number
According to intellectual analysis, the hereditary heart class illness that user may carry is obtained, cloud platform server by utilizing Family health files provide
Comparative analysis relatives' incidence relation analyzes influence of the family to personal health, provides targetedly health care for personal and family and refer to
It leads, and instruction is sent to each end user's smart phone APP of family.
Compared with prior art, the invention has the advantages that and the utility model has the advantages that
(1) wearable ECG monitoring device utilizes wearable stemness electrode equipment and the respective advantage of moist electrode equipment,
Easy to wear, comfortable requirement can be substantially met；Moist electrode is connected using waveform flexible wire, keeps user easy to wear,
Have substantially no effect on the normal activity of user.
(2) it using the squelch circuit for being directed to electrocardiosignal specially treated, is denoised in hardware and software multilayer, improves electrocardio letter
Number anti-interference rate, ensure that the accurate integrality of signal.
(3) the intelligent cardiac algorithm provided using mobile phone end carries out judgement interception, simple classification to electrocardiosignal
Afterwards, the method for carrying out being packaged upload solves the problems, such as that electrocardiogram (ECG) data amount is huge and cannot upload in time.
(4) improve the deficiency of automatic diagnostics, improve the efficiency of monitor system；Utilize the respective of doctor and intelligent algorithm
Advantage improves the content of dynamic electrocardiogram report；Improve heart abnormality alarm mechanism；It improves anomalous ecg in short-term and records and analyzes machine
System.
(5) Electronic Health Record is established to individual subscriber/family on cloud platform server and multi-physiological-parameter is estimated and is
System carries out big data intellectual analysis, establishes user and the more reasonable perfect health care side of the multidirectional communicative channel of doctor, formulation
Case, the ECG Telemonitor System for establishing a more wisdom.
Detailed description of the invention
Fig. 1 is the wearable ECG monitor system overall structure diagram provided by the invention based on cloud framework.
Fig. 2 is wearable ECG monitoring device structure chart in present system.
Fig. 3 is present system center electric treatment chip hardware functional structure chart.
Fig. 4 is smart phone APP function diagram in present system.
Fig. 5 is doctor terminal browser function design drawing in present system.
Fig. 6 is present system medium cloud platform server function design drawing.
Fig. 7 is electrocardio automatic parsing algorithm flow chart in the present invention.
Specific embodiment
Technical solution provided by the invention is described in detail below with reference to specific embodiment, it should be understood that following specific
Embodiment is only illustrative of the invention and is not intended to limit the scope of the invention.
As shown in Figure 1, the wearable ECG monitor system provided by the invention based on cloud framework includes: wearable ECG prison
Measurement equipment, smart phone APP, doctor terminal browser and cloud platform server.Wherein, wearable ECG monitoring device is used for
User's electrocardiosignal is acquired, hardware filtering, amplification, denoising etc. are carried out to electrocardiosignal, and complete electrocardiosignal will be continued and led to
It crosses bluetooth and is sent to smart phone APP；Smart phone APP receives for realizing electrocardiogram (ECG) data, heart real time is shown, offline electrocardio
Management, multi-physiological-parameter assistant analysis, SOS succour in time, the analysis of anomalous ecg algorithm is shared with report, anomalous ecg report in short-term
Announcement and logout and the functions such as prompting, resource management, online doctor consulting and health care, push reception；Doctor terminal browser is used
In realization doctor's personal information management, emergent management, electrocardiogram annotation, record report processing, subscriber household health analysis, health
Seek advice from the functions such as reply, instant messaging reply, abnormal electrocardiogram Database；Cloud platform server for realizing data processing,
The functions such as intelligent ECG analysis, storage, communication.
Specifically, as shown in Fig. 2, wearable ECG monitoring device includes at four electrode slices, flexible wire and electrocardios
Chip is managed, wherein electrocardio processing chip is connect with four electrode slices respectively by flexible wire.Electrode slice is by conductive electrode, backing
It is constituted with paster, to guarantee electrocardiosignal quality and comfort level, special Signa Gel is coated at conductive electrode and backing.It is soft
Property conducting wire wave-like is made into using the conductive material of elasticity, convenient for electrode slice stretching, guarantee the demand of different posture users.
The present invention acquires electrocardiosignal using four electrode slices, is measured using three lead of standard.
As shown in figure 3, electrocardio processing chip includes electrocardio processing circuit and patch lithium battery, electrocardio processing circuit is not only wrapped
Containing general processing circuit, also comprising the circuit for electrocardiosignal specially treated.Specifically, electrocardio processing circuit includes CPU
Minimum circuit, signal amplification circuit, filter circuit, voltage processing circuitry, is directed to electrocardiosignal specially treated at electrocardiogram acquisition circuit
Circuit, Bluetooth data transfer circuit, low-power consumption management circuit etc..Wherein electrocardiogram acquisition circuit is for acquiring electrocardiosignal, signal
Amplifying circuit is used to amplify collected signal processing, and filter circuit is used to filter out the noise in amplified signal, electricity
Press processing circuit for adjustment signal voltage location convenient for AD acquisition.Specially treated circuit includes that filter is made an uproar, steady baseline handles electricity
Road, motion artifacts identification circuit, removal Hz noise and myoelectricity interference circuit, the filter for being mainly used for electrocardiosignal make an uproar, stablize base
Line removes motion artifacts, goes Hz noise and myoelectricity interference etc., and specially treated circuit removes interference using hardware circuit in advance, drop
The complexity of low software algorithm guarantees that electrocardiosignal is more reliable and more stable.Bluetooth data transfer circuit is responsible for managing the wearable heart
Pyroelectric monitor equipment is connected with the Bluetooth pairing of mobile phone and the package of data and transmission；Low-power consumption management circuit is responsible for controlling equipment
In the suspend mode and wake-up of inoperative and working condition, guarantee that equipment can be with long-term stable operation.Patch lithium battery is electrocardio processing
Circuit provides power supply, guarantees that whole chip is working properly, wears and provide safeguard for a long time for user.
As shown in figure 4, smart phone APP include 10 functional modules: electrocardiogram (ECG) data receiving module, heart real time module,
Offline ECG module, supplemental functionality, SOS module, ecg analysis reporting modules, logout and reminding module, resource pipe
Manage module, online client module, push receiving module.Each functions of modules is as follows:
1, electrocardiogram (ECG) data receiving module: connecting basis with the hardware of cell phone application as wearable ECG monitoring device, is responsible for
Bluetooth parameters, the automatic bluetooth connection established with wearable ECG monitoring device are set, and receive electrocardiogram (ECG) data.
2, heart real time module: acquisition, transmission, display, the storage of responsible heart real time data, display Heart Rate States (when
Before/average/maximum/minimum), the electrocardiographicdata datas such as display HRV, the ecg wave forms parameter such as display P/QRS/T shows equipment lead position
Set with state etc..
3, offline ECG module: being responsible for importing, display and the storage of off-line data, and the analysis of off-line data uploads, synchronous
Cloud data etc..
4, supplemental functionality: by analysis electrocardiosignal, estimating judgement all kinds of physiological parameters relevant to human heart,
Multi-faceted support is provided for the judgement of heart disease.
5, it SOS module: prompts emergency contact user to occur heart abnormality at this time by a key prompting function, records simultaneously
The continuous electrocardiosignal of (such as 5 minutes) uploads cloud in short-term, and cloud is using this segment signal as distinctive signal segment for doctor point
Analysis uses；One key alarm function notifies emergency contact user to occur cardiac risk state at this time, needs to succour immediately, while on
Customer position information is passed, electrocardiosignal is persistently recorded and uploads cloud, emergency contact is alerted and this segment signal is made in doctor, cloud
It analyzes for doctor for urgency signal segment and provides scheme in time and give treatment to.
6, ecg analysis reporting modules: it is responsible for providing electrocardio algorithm (pretreatment, feature extraction, ecg analysis etc.), by the heart
Electric signal carries out judgement interception, then abnormal electrocardiogram signal is carried out after simply classifying, and abnormal electrocardiogram signal and classification data are done
Packing processing as the raw data packets for uploading cloud, and is uploaded to cloud by bluetooth and carries out detailed analysis processing；User behaviour
Electrocardio report in short-term can be automatically generated by making smart phone APP, this module can obtain the electrocardio report (as 24 hours) in short-term in cloud,
Historical report and inquiry, medical diagnosis on disease and suggestion, detailed EGC parameter and index etc. are provided；Report can be shared with parent simultaneously
Belong to, doctor and other people.
7, logout and reminding module: abnormity prompt by mobile phone vibration inform user occur anomalous ecg situation and and
When pay close attention to cardiac health；Medication reminds the drug, access times and the time announcement user that use by setting to take medicine in time；
User record provides very fast (30 seconds), the last for short of (5 minutes) and (30 minutes) in detail is recommended to record electrocardiogram (ECG) data function, should
Record report includes: average heart rate, average respiration, maximum/minimum heart rate, three lead electrocardiogram, mood analysis, detailed heart rate
Information, electrocardio form etc., when user feel heart it is uncomfortable when, using this function carry out electrocardiogram (ECG) data analysis, generate from
It moves analysis report and personal doctor can be shared with and check；System log records wearable ECG monitoring device, cell phone application software
The problems such as system information, while can event to occur in monitoring system.
8, assets management module: personal information and account management can be set and manage individual subscriber essential information (including
Name, gender, height, weight etc.), contact method (including personal call, the name and electricity of emergency contact and private doctor
Words), doctor's follow-up record (patient medical history), user's electrocardiogram (ECG) data index (in cloud database user file mark, EGC parameter
(average heart rate) and anticipation Exception Type etc.), (multiple kinsfolks, shared health and fitness information, family are integrally good for Family health files
Health condition evaluation etc.) etc.；Facility information with using link the hardware management ID for providing connection wearable ECG monitoring device and detailed
Thin equipment operation instruction video link；APP information and update provide the APP version number used and prompt updates；Electrocardiogram (ECG) data
The total amount of capacity of capacity management record electrocardiosignal actual acquisition time, useful signal time, interior of mobile phone electrocardiogram (ECG) data, cloud
Hold amount of capacity, the various reports number etc. that electrocardiogram (ECG) data is total on server.
9, online client module: health consultation provides private doctor's service, and private doctor is according to personal health archives and the heart
Electroanalysis report provides the personalized health guidance of profession, and user is also an option that the doctor of different class carries out different clothes
Business, is broadly divided into: cardiovascular disease, sleep monitor, child-bearing health care, antenatal care, five major class of psychological consultation；Instant messaging provides
Information and speech exchange between user and private doctor effectively save the time for linking up both sides and economic cost；FAQs
FAQs guidance is provided with knowledge base, such as what is heart disease, cardiopathic type, how to prevent heart disease, is provided more
Kind diet guide maintains such as cardiovascular, liver maintenance, gastrointestinal tract maintenance, adjusting blood glucose class, improves immunity class diet guarantor
It supports.
10, it pushes receiving module: basis is connected with the hardware of cloud server as cell phone application, by abnormal electrocardiogram data
Packet is sent to cloud server, receives the diagnosis result etc. of cloud server push.
As shown in figure 5, doctor terminal browser includes 8 functional modules: doctor's personal information management module, emergent management mould
Block, electrocardiogram annotate module, record report processing module, subscriber household health analysis module, health consultation module, instant messaging
Module, abnormal electrocardiogram database module.Predominantly 8 functions of modules of cooperation user's smart phone APP design carry out detailed below
It is thin to illustrate.
1, doctor's personal information management module: to use doctor to provide account registration, logging in (short message, password, cell phone application
Confirmation logs in), forget Password, personal information change (age, gender, contact method, affiliated class etc., while being synchronized to cloud
Server and user APP), doctor's managing user information (personal information, family information, anomalous ecg type of managed user
Deng) etc. account managements function.
2, it emergent management module: receives one key of user and reminds and key alarm electrocardiogram (ECG) data.One key prompting message is as yellow
The processing of chromatic flicker prompting message, the processing of doctor's property of can choose, doctor can be according to electrocardiogram (ECG) data situation selectivity after checking
The segment electrocardiogram (ECG) data is included into individual subscriber health account.One key warning information is as red pop window information processing, doctor
Life must be handled, and otherwise wait persistent reminder or vibration, and doctor is such as in an emergency after checking and notifies family members or rescue
Protect vehicle emergency aid and treatment, while electrocardiogram (ECG) data is included into individual subscriber health account by synchronization, doctor and user is subsequent just can be into
Row modification.
3, electrocardiogram annotates module: receiving and comes to the electrocardiogram (ECG) data after the intelligent ECG algorithm process in cloud, these are counted
It is plotted to screen according to according to electrocardiographic criteria drawing, doctor is facilitated to check.Doctor can modify according to the electronic ECG of drafting
Automatic marking judges as a result, providing accurate, professional doctor, obtains doctor's final sumbission, differentiates anomalous ecg type, provides doctor
Raw treatment or health care suggestion.System automatically generates dynamic electrocardiogram report according to diagnosis conclusion.The report of generation includes: user
Essential information (number, at the age, gender, checks the time started and checks total duration etc. user name), report analysis (average heart rate,
Issue between maximum heart rate, minimum heart rate, QRS wave width, RR interphase, PR interphase, QT interphase, the RR greater than 2 seconds, whether atrial fibrillation,
Supraventricular premature beat number, ventricular premature beat number, total heartbeat etc.), doctor's conclusion (Exception Type: atrial premature beats, ventricular premature beat, ST force down,
The change of T wave, atrial fibrillation etc., doctor's conclusion: sinus rhythm, ectopic cardiac rhythm, paroxysmal auricular fibrillation, auricular flutter, take place frequently/accidental room
Property premature beat with occur in pairs, take place frequently/accidental ventricular premature beat with occur in pairs, the early not biography, accidental junctional escape beat, non-down in visible room
Persistent atrial tachycardia, ST-T have no substantially change, intermittence ST is forced down, incomplete right bundle-branch block etc.)
And each period heart rate general trend, the electrocardiogram segment chosen according to Exception Type etc..
4, record report processing module: receiving the short term sustained measurement that user sends and automatically analyze report, as it is non-must
Check item, doctor can check the short term memory report of user at any time, give user's profession according to the conclusion of record report
Medical advice, and be included into the personal health archives of user when needed.
5, subscriber household health analysis module: doctor records (patient medical history) and family health care according to doctor's follow-up of user
Archives are that each user formulates profession, systematic family health care opinion, formulate reasonable healthy diet, daily life habit, fortune
Dynamic standard etc..
6, health consultation module: service is provided towards whole doctors, user can be according to recent physical condition and life shape
Condition consults the physician specialty suggestion of different class, doctor can according to user it is personal require, individual/Family health files and each
The report of class ecg analysis provides system, scientific, personalized professional comment.
7, instant messaging module: service is provided towards private doctor, for replying the information and voice of user.
8, abnormal electrocardiogram database module: according to dynamic electrocardiogram report in anomalous ecg type and doctor's conclusion automatically will
Electrocardiogram (ECG) data is sorted out, and doctor can also manually select modification, forms abnormal electrocardiogram database, for the later work of doctor and
Research uses.
Cloud platform server links up bridge as connection smart phone APP and doctor terminal browser, realizes data processing, deposits
The functions such as storage, communication, as shown in fig. 6,4 product platforms of major design in cloud platform server, comprising: personal information management is flat
Platform, telecommunication management platform, intelligent ECG analysis platform, data storage management platform.Cloud platform Server Consolidation realizes intelligence
The major function of cell phone application and doctor terminal browser is core of the invention function link, is carried out below to each platform feature detailed
It is thin to illustrate.
1, personal information management platform: the information and account of unified management user and doctor.It is responsible for the letter of user and doctor
Account number cipher, the short message Sign-On authentication of user and doctor, account uniqueness management etc. are responsible in increase, deletion and the modification of breath.It builds
Vertical user's electrocardiogram (ECG) data index (user file mark, EGC parameter (average heart rate) and anticipation Exception Type etc.), establishes doctor
Managing user information indexes (personal information, family information, anomalous ecg type of managed user etc.).
2, telecommunication management platform: unified management user and doctor between communication with exchange.It is responsible for smart phone APP's
The timely communication of SOS module and the emergent management module of doctor terminal browser, controls its highest priority as system communication,
Guarantee is timely communicated and is given treatment to when being in an emergency.The ECG automatic analysis report of the responsible short term sustained measurement of transmission is simultaneously anti-
Present the professional medical advice of doctor.The health consultation function and instant communication function for being responsible for smart phone APP are browsed with doctor terminal
It is communicated between the health consultation module and instant messaging module of device.
3, intelligent ECG analysis platform: unified management automatically analyzes electrocardiogram (ECG) data algorithm, judges, draws a conclusion, shape
At report.As shown in fig. 7, the platform is responsible for pretreatment (the removal Hz noise, baseline drift, myoelectricity interference, fortune of electrocardiosignal
Dynamic interference, electrode contact noise etc. influence), positioning feature point and waveforms detection (utilize Pan&Tompkins algorithm and small echo change
Change method QRS complex is positioned and detected), waveform separation medical diagnosis on disease (temporal signatures and frequency domain character that extract is utilized to use
SVM algorithm carries out classification diagnosis), finally obtain classification diagnosis result.Be responsible for establishing multi-physiological-parameter signal library, establish electrocardio with
It breathes, the relationship of body temperature and sleep, estimates judgement all kinds of physiological parameters relevant to human heart.It is responsible to generate electrocardio report for 24 hours
It accuses, report content is shown in the dynamic electrocardiogram report of doctor terminal browser electrocardiogram annotation module.It is responsible for abnormal in short term memory report
The auxiliary work of type accurately identified and each terminal electrocardio data reporting is analyzed.It is responsible for the heart of doctor terminal browser
Electrograph draw, Exception Type automatic marking and annotation results amendment, doctor's conclusion record and dynamic electrocardiogram report generation it is auxiliary
Help sex work.
4, storage, modification, verification, search, the forwarding, index pipe of Various types of data data storage management platform: are managed collectively
Reason etc..It is responsible for storage, the index management etc. of heart real time data；It is responsible for modification, the index management etc. of offline electrocardiogram (ECG) data；It is negative
Electrocardiogram (ECG) data storage, forwarding and the index management for blaming emergency, establish emergency occurrence record data file；It is responsible for electrocardio
Storage, modification of data analysis result etc.；It is responsible for storage, index management, the forwarding etc. of short-term electrocardiographic recording report；It is responsible for
Store the information of user and doctor, establish relevant to user and doctor's personal information database, establish personal health archives with
Family health files；It is responsible for storage management health consultation doctor service log, private doctor's instant messaging record；It is responsible for moving for 24 hours
Modification, storage, index management, the forwarding etc. of state electrocardio report；It is responsible for storage, modification family health care opinion；It is responsible for abnormal electrocardiogram
Foundation, storage, modification, index management and expanding function of data etc.；It is responsible for each user's smart phone of storage management simultaneously
APP, the model of each doctor terminal browser, version, the equipment of system log and used wearable ECG monitoring device
Number and each software and hardware go wrong record feedback etc..
The workflow of this system major function is as follows:
User dresses wearable ECG monitoring device, and RA electrode slice is attached to right border of sternum linea medioclavicularis first rib
Between, LA electrode slice is attached to the first intercostal of left border of sternum linea medioclavicularis, RL electrode slice is attached at right midclavicular line costal margin, by LL
Electrode slice is attached at left mid-clavicular line costal margin.Smart phone APP Bluetooth function is opened, bluetooth connects wearable ECG monitoring automatically
Chip in equipment starts to acquire electrocardiogram (ECG) data.Electrocardiosignal reaches electrocardio processing chip via conductive electrode, and electrocardio handles core
Piece will it is processed after lasting electrocardiogram (ECG) data by Bluetooth transmission to smart phone APP.Smart phone APP shows heart real time number
According to and show all kinds of parameters of Heart Rate States, ecg wave form etc., abnormal electrocardiogram signal is carried out by judgement interception by electrocardio algorithm, then
Abnormal electrocardiogram signal is carried out after simply classifying, cloud platform server is uploaded to.Cloud platform server by utilizing intelligent ECG algorithm,
Detailed automatic diagnostic result is obtained, doctor terminal browser is transmitted the result to.Doctor can check through doctor terminal browser and repair
Change automatic diagnostic result, provides accurate, professional doctor's judgement, obtain doctor's final sumbission, differentiate anomalous ecg type, provide
Medical treatment or health care suggestion, and be uploaded to cloud platform server and stored.Doctor terminal browser is according to diagnosis conclusion
It automatically generates dynamic electrocardiogram report while uploading cloud platform server, dynamic electrocardiogram report is communicated to intelligence by cloud platform server
Cell phone application, that is, user.User can report according to dynamic electrocardiogram and see a doctor in time, suggest timely and effective health care according to doctor.
Further, when smart phone APP, which obtains the key in wearable ECG monitoring device, reminds button signal, meeting
For continuous 5 minutes electrocardiosignal synchronized uploads of record to cloud platform server, cloud platform server emergent management up-delivering signal will
Automatic marking result is sent to doctor terminal browser.Doctor terminal browser pops up blinking yellow illumination prompting message etc. after obtaining this signal
Handled to doctor, when doctor is handled severity according to circumstances give it is reasonable suggest and by cloud platform server feedback to
User, user can suggest saving the filing of electrocardiogram (ECG) data selectivity according to doctor.
Smart phone APP is after obtaining the key alarm button signal in wearable ECG monitoring device, by the continuous heart
Electric signal is uploaded to cloud platform server, while upload user location information.Cloud platform server leads to using this signal as system
Preferentially transmitting is handled the highest priority of news, and continuous electrocardiosignal is sent directly to doctor terminal browser without processing,
Customer position information is sent to emergency contact and doctor terminal browser simultaneously.Emergency contact alarms after contacting user's confirmation
Rescue time is saved in treatment or directly alarm treatment；Doctor terminal browser promptly pops up red after obtaining cloud platform server signal
The processing of pop-up persistent reminder, doctor is according to circumstances and alarm or ambulance emergency aid and treatment or contact emergency contact person cautiously cancel
Alert process.End user can suggest electrocardiogram (ECG) data selectivity being included into personal health archives preservation according to doctor.
When user feel heart it is uncomfortable when, use last for short on smart phone APP to record electrocardiogram (ECG) data function
It can be carried out electrocardiogram (ECG) data analysis, generate to automatically analyze and report and be uploaded to cloud platform server, cloud platform server is untreated
Be transferred directly to doctor terminal browser, doctor terminal browser reminds doctor to check after receiving message, doctor can check at any time to
It medical advice and selects to file out.
User can upload doctor's follow-up record (patient medical history) and Family health files, and (multiple kinsfolks shared are good for
Health information, the assessment of family's holistic health etc.) to cloud platform server, cloud platform server uses big data intellectual analysis,
It obtains the hereditary heart class illness that user may carry, proposes systematization suggestion, propose user's body procuratorial organ formula, type and time rule
Draw etc. specific aims suggestion.If illness is special or serious, family health care data are sent to doctor terminal browser by cloud platform server
In the hope of obtaining professional suggestion.Family health files further include that kinsfolk uses all electrocardiogram (ECG) datas when the system to analyze,
The cloud platform server by utilizing data provide comparative analysis relatives incidence relation, analyze influence of the family to personal health, are a
People and family provide targetedly health care and instruct, and instruction is sent to each end user's smart phone APP of family, realize
Personal and family health care state duration tracks.
The technical means disclosed in the embodiments of the present invention is not limited only to technological means disclosed in above embodiment, further includes
Technical solution consisting of any combination of the above technical features.It should be pointed out that for those skilled in the art
For, various improvements and modifications may be made without departing from the principle of the present invention, these improvements and modifications are also considered as
Protection scope of the present invention.
Claims (10)
1. a kind of wearable ECG monitor system based on cloud framework, which is characterized in that including successively wearing with data connection
Wear formula cardioelectric monitor equipment, smart phone APP, cloud platform server and doctor terminal browser；
The wearable ECG monitoring device, will be persistently complete after handling electrocardiosignal for acquiring user's electrocardiosignal
Whole electrocardiosignal is sent to smart phone APP by bluetooth；
The smart phone APP receives for realizing electrocardiogram (ECG) data, heart real time is shown, offline electrocardio management, multi-physiological-parameter
Assistant analysis, SOS succour in time, the analysis of anomalous ecg algorithm and report are shared, anomalous ecg report in short-term and logout with
Prompting, resource management, online doctor consulting and health care, push receive capabilities；
The doctor terminal browser, at doctor's personal information management, emergent management, electrocardiogram annotation, record report
Reason, subscriber household health analysis, health consultation reply, instant messaging reply, abnormal electrocardiogram Database function；Cloud platform clothes
Device be engaged in for realizing data processing, intelligent ECG analysis, storage, communication function；
The cloud platform server is for realizing data processing, intelligent ECG analysis, storage, communication function.
2. the wearable ECG monitor system according to claim 1 based on cloud framework, it is characterised in that: described wearable
Cardioelectric monitor equipment include electrocardio processing chip, handle with electrocardio four flexible wires connecting of chip and respectively with it is each soft
Property conducting wire connection four electrode slices, four electrode slices are for acquiring electrocardiosignal, including electrocardio processing circuit and patch
Lithium battery, the electrocardio processing circuit include CPU minimum circuit, electrocardiogram acquisition circuit, signal amplification circuit, filter circuit, electricity
Processing circuit, specially treated circuit, Bluetooth data transfer circuit, low-power consumption is pressed to manage circuit；The electrocardiogram acquisition circuit is used for
Electrocardiosignal is acquired, signal amplification circuit is used to amplify collected signal processing, and filter circuit is for filtering out amplification
Noise in signal afterwards, voltage processing circuitry is for adjustment signal voltage location convenient for AD acquisition；The specially treated circuit packet
It makes an uproar containing filter, steady baseline processing circuit, motion artifacts identification circuit, remove Hz noise and myoelectricity interference circuit, be respectively used to
The filter of electrocardiosignal makes an uproar, steady baseline, removes motion artifacts, Hz noise and myoelectricity interference is gone to handle, the Bluetooth data transfer
Circuit is connected with the Bluetooth pairing of mobile phone for managing wearable ECG monitoring device and the package of data and transmission；Low-power consumption
Management circuit is responsible for controlling equipment in the suspend mode and wake-up of inoperative and working condition, and patch lithium battery is that electrocardio processing circuit mentions
Power supply source.
3. the wearable ECG monitor system according to claim 1 based on cloud framework, it is characterised in that: the intelligence hand
Machine APP includes electrocardiogram (ECG) data receiving module, heart real time module, offline ECG module, supplemental functionality, SOS module, electrocardio
Analysis report module, logout and reminding module, resource management module, online client module, push receiving module；
The electrocardiogram (ECG) data receiving module is used to establish and the bluetooth connection of wearable ECG monitoring device, and receives electrocardio number
According to；
The heart real time module is used to carry out acquisition, transmission, display, the storage of heart real time data, shows Heart Rate States, shows
Show electrocardiographicdata data, show ecg wave form parameter, shows equipment lead position and state；
The offline ECG module is used to carry out the importing, display and storage of off-line data, and the analysis of off-line data uploads, together
Buyun end data；
The supplemental functionality estimates judgement all kinds of physiological parameters relevant to human heart for analyzing electrocardiosignal；
The SOS module is used to prompt emergency contact user to occur heart abnormality at this time by a key prompting function, remembers simultaneously
Continuous electrocardiosignal uploads cloud in short-term for record, notifies emergency contact user to occur cardiac risk at this time by a key alarm function
State needs to succour immediately, while upload user location information, persistently records electrocardiosignal and uploads cloud, alerts emergency contact
And doctor；
The ecg analysis reporting modules carry out judgement interception for providing electrocardio algorithm, by electrocardiosignal, then by abnormal electrocardiogram
Signal carries out after simply classifying, and abnormal electrocardiogram signal and classification data are done packing processing, as the initial data for uploading cloud
Packet, and cloud is uploaded to by bluetooth and carries out detailed analysis processing；The report of electrocardio in short-term that cloud can also be obtained, provides history
Report and inquiry, medical diagnosis on disease and suggestion, detailed EGC parameter and index；Report can be shared with to relatives, Yi Shenghe simultaneously
Other people；
The logout and reminding module are used to abnormity prompt informing that anomalous ecg situation occurs in user by mobile phone vibration
And prompt concern cardiac health in time；It is reminded for sending medication to user；A variety of last for short record electrocardio numbers are provided
According to function, the electrocardiogram (ECG) data of record includes: average heart rate, average respiration, maximum/minimum heart rate, three lead electrocardiogram, mood
Analysis, detailed heart rate information, electrocardio form；System log is provided for recording wearable ECG monitoring device, cell phone application software
System problem information, while the event occurred in monitoring system；
The assets management module is for being arranged and managing managing personal information and account, management individual/Family health files, pipe
Manage equipment and APP information, management electrocardiogram (ECG) data capacity；
The online client module provides user's instant messaging exchanged with private doctor, mentions for providing doctor's health consultation
It is instructed for FAQs and knowledge base；
The push receiving module is used to for abnormal electrocardiogram data packet to be sent to cloud server, receives cloud server push
Diagnosis result.
4. the wearable ECG monitor system according to claim 1 based on cloud framework, it is characterised in that: the doctor terminal
Browser include: doctor's personal information management module, emergent management module, electrocardiogram annotation module, record report processing module,
Subscriber household health analysis module, health consultation module, instant messaging module, abnormal electrocardiogram database module；
Doctor's personal information management module is used for provide account management function using doctor；
The emergent management module for receive one key of user remind and a key alert electrocardiogram (ECG) data, using a key prompting message as
The segment electrocardiogram (ECG) data is included into individual subscriber health shelves according to selection after doctor checks by the processing of blinking yellow illumination prompting message
Case, using a key warning information as red pop window information processing, doctor is such as in an emergency after checking and notifies family members or rescue
Vehicle emergency aid and treatment, while electrocardiogram (ECG) data is included into individual subscriber health account by synchronization；
The electrocardiogram annotation module counts these for receiving the electrocardiogram (ECG) data come to after the intelligent ECG algorithm process in cloud
It is plotted to screen according to according to electrocardiographic criteria drawing, doctor is facilitated to check, and automatic marking can be modified and sentenced as a result, providing doctor
It is disconnected, doctor's conclusion is obtained, anomalous ecg type is differentiated, medical treatment or health care suggestion is provided, automatically generates dynamic electrocardiogram report；
Short term sustained measurement of the record report processing module for receiving user's transmission automatically analyzes report, is capable of providing
It checks, and is included into the personal health archives of user when needed to doctor；
The subscriber household health analysis module is used to according to the doctor's follow-up record and Family health files of user be user's system
Determine family health care opinion, healthy diet, daily life habit, motion criteria；
The health consultation module is used to suggest to for providing doctor；
The instant messaging module is used to reply the information and voice of user；
The abnormal electrocardiogram database module be used for according to dynamic electrocardiogram report in anomalous ecg type and doctor's conclusion it is automatic
Electrocardiogram (ECG) data is sorted out, manual modification function is provided, and forms abnormal electrocardiogram database.
5. the wearable ECG monitor system according to claim 1 based on cloud framework, it is characterised in that: the cloud platform
Server includes: personal information management platform, telecommunication management platform, intelligent ECG analysis platform, data storage management platform；
The personal information management platform is used to be managed collectively the information and account of user and doctor, establishes user's electrocardiogram (ECG) data rope
Draw, establishes doctor's managing user information index；
The telecommunication management platform be used to be managed collectively communication between user and doctor with exchange, provide smart phone APP's
The timely communication of SOS module and the emergent management module of doctor terminal browser, controls its highest priority as system communication,
The ECG automatic analysis for being responsible for the short term sustained measurement of transmission is reported and feeds back the medical advice of doctor；
The intelligent ECG analysis platform automatically analyzes electrocardiogram (ECG) data algorithm for being managed collectively, and judges, draws a conclusion, shape
At report；For carrying out pretreatment, positioning feature point and waveforms detection, the waveform separation medical diagnosis on disease of electrocardiosignal, finally
To classification diagnosis result；For establishing multi-physiological-parameter signal library, the relationship of electrocardio and breathing, body temperature and sleep is established, is estimated
Judge all kinds of physiological parameters relevant to human heart；For generating electrocardio report and carrying out auxiliary work；
The data storage management platform is used to be managed collectively storage, modification, verification, search, the forwarding, index pipe of Various types of data
Reason.
6. a kind of wearable ECG monitoring method based on cloud framework, which comprises the steps of:
User dresses wearable ECG monitoring device, and RA electrode slice is attached to the first intercostal of right border of sternum linea medioclavicularis,
LA electrode slice is attached to the first intercostal of left border of sternum linea medioclavicularis, RL electrode slice is attached at right midclavicular line costal margin, by LL electricity
Pole piece is attached at left mid-clavicular line costal margin；
Smart phone APP Bluetooth function is opened, bluetooth connects the chip in wearable ECG monitoring device automatically, starts to acquire the heart
Electric data；Electrocardiosignal reaches electrocardio processing chip via conductive electrode, electrocardio handle chip will it is processed after lasting electrocardio
Data are by Bluetooth transmission to smart phone APP；
Smart phone APP display heart real time data simultaneously show all kinds of parameters of Heart Rate States, ecg wave form, will by electrocardio algorithm
Abnormal electrocardiogram signal carries out judgement interception, then abnormal electrocardiogram signal is carried out after simply classifying, and is uploaded to cloud platform server；
Cloud platform server by utilizing intelligent ECG algorithm, obtains detailed automatic diagnostic result, it is clear to transmit the result to doctor terminal
Look at device；
Doctor checks the automatic diagnostic result of modification through doctor terminal browser, provides doctor's judgement, obtains doctor's final sumbission, differentiates
Anomalous ecg type provides medical treatment or health care suggestion, and is uploaded to cloud platform server and is stored, doctor terminal browser
Dynamic electrocardiogram report is automatically generated according to diagnosis conclusion while uploading cloud platform server；
Dynamic electrocardiogram report is communicated to smart phone APP by cloud platform server, and user can report timely according to dynamic electrocardiogram
It sees a doctor, timely and effective health care is suggested according to doctor.
7. the wearable ECG monitoring method according to claim 6 based on cloud framework, which is characterized in that further include as follows
Step:
It is continuous to record the heart in short-term when smart phone APP, which obtains the key in wearable ECG monitoring device, reminds button signal
Electric signal synchronized upload to cloud platform server, cloud platform server emergent management up-delivering signal sends automatic marking result
To doctor terminal browser；Pop-up blinking yellow illumination prompting message waits doctor's processing, doctor after doctor terminal browser obtains this signal
Severity when processing according to circumstances gives reasonable suggestion and by cloud platform server feedback to user, and user being capable of root
Suggest saving the filing of electrocardiogram (ECG) data selectivity according to doctor.
8. the wearable ECG monitoring method according to claim 6 based on cloud framework, which is characterized in that further include as follows
Step:
After smart phone APP obtains the alarm button signal of the key in wearable ECG monitoring device, continuous electrocardio is believed
Number it is uploaded to cloud platform server, while upload user location information；Cloud platform server is using this signal as system communication
Preferentially transmitting is handled highest priority, continuous electrocardiosignal is sent directly to doctor terminal browser without processing, simultaneously
Customer position information is sent to emergency contact and doctor terminal browser；Emergency contact contacts alarm treatment after user's confirmation
Or rescue time is saved in directly alarm treatment；Doctor terminal browser promptly pops up red pop-up after obtaining cloud platform server signal
Persistent reminder processing, doctor is according to circumstances and alarm or ambulance emergency aid and treatment or contact emergency contact person cautiously cancel alarm
Processing；End user can suggest electrocardiogram (ECG) data selectivity being included into personal health archives preservation according to doctor.
9. the wearable ECG monitoring method according to claim 6 based on cloud framework, which is characterized in that further include as follows
Step:
When user feel heart it is uncomfortable when, using on smart phone APP last for short record electrocardiogram (ECG) data function into
The analysis of row electrocardiogram (ECG) data generates to automatically analyze and reports and be uploaded to cloud platform server, and cloud platform server is untreated directly
It is transferred to doctor terminal browser, doctor terminal browser reminds doctor to check that doctor provides medical advice after checking after receiving message
And it selects to file.
10. the wearable ECG monitoring method according to claim 6 based on cloud framework, which is characterized in that further include as
Lower step:
User uploads doctor's follow-up record and Family health files to cloud platform server, and cloud platform server uses big data intelligence
It can analyze, obtain the hereditary heart class illness that user may carry, cloud platform server by utilizing Family health files provide comparison
Relatives' incidence relation is analyzed, influence of the family to personal health is analyzed, provides targetedly health care guidance for personal and family, and
Instruction is sent to each end user's smart phone APP of family.
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| PCT/CN2020/099652 WO2021008364A1 (en) | 2019-07-12 | 2020-07-01 | Wearable electrocardiograph monitoring system based on cloud architecture, and monitoring method therefor |
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| WO2021008364A1 (en) * | 2019-07-12 | 2021-01-21 | 东南大学 | Wearable electrocardiograph monitoring system based on cloud architecture, and monitoring method therefor |
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