CN105528526A - Traditional Chinese medicine inheritance and big data mining-based dynamic health management system for life cycle - Google Patents
Traditional Chinese medicine inheritance and big data mining-based dynamic health management system for life cycle Download PDFInfo
- Publication number
- CN105528526A CN105528526A CN201610029366.0A CN201610029366A CN105528526A CN 105528526 A CN105528526 A CN 105528526A CN 201610029366 A CN201610029366 A CN 201610029366A CN 105528526 A CN105528526 A CN 105528526A
- Authority
- CN
- China
- Prior art keywords
- health
- traditional chinese
- module
- doctor
- medical science
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
- 230000036541 health Effects 0.000 title claims abstract description 136
- 239000003814 drug Substances 0.000 title claims abstract description 72
- 238000007418 data mining Methods 0.000 title claims abstract description 27
- 238000000034 method Methods 0.000 claims abstract description 25
- 201000010099 disease Diseases 0.000 claims abstract description 20
- 208000037265 diseases, disorders, signs and symptoms Diseases 0.000 claims abstract description 20
- 238000003745 diagnosis Methods 0.000 claims abstract description 18
- 238000011282 treatment Methods 0.000 claims abstract description 16
- 229940079593 drug Drugs 0.000 claims abstract description 14
- 208000024891 symptom Diseases 0.000 claims abstract description 7
- 238000013135 deep learning Methods 0.000 claims abstract description 5
- 238000010295 mobile communication Methods 0.000 claims abstract description 3
- 238000007726 management method Methods 0.000 claims description 31
- 230000006870 function Effects 0.000 claims description 29
- 238000001514 detection method Methods 0.000 claims description 23
- 238000005516 engineering process Methods 0.000 claims description 21
- 238000004458 analytical method Methods 0.000 claims description 16
- 238000007405 data analysis Methods 0.000 claims description 15
- 230000000694 effects Effects 0.000 claims description 11
- 239000000203 mixture Substances 0.000 claims description 10
- 230000008859 change Effects 0.000 claims description 7
- 238000011160 research Methods 0.000 claims description 7
- 230000002452 interceptive effect Effects 0.000 claims description 6
- 239000000463 material Substances 0.000 claims description 6
- 238000001467 acupuncture Methods 0.000 claims description 5
- 238000003066 decision tree Methods 0.000 claims description 5
- 238000011161 development Methods 0.000 claims description 5
- 235000008216 herbs Nutrition 0.000 claims description 5
- 238000012360 testing method Methods 0.000 claims description 5
- 238000013528 artificial neural network Methods 0.000 claims description 4
- 239000008280 blood Substances 0.000 claims description 4
- 210000004369 blood Anatomy 0.000 claims description 4
- 230000003862 health status Effects 0.000 claims description 4
- 238000002560 therapeutic procedure Methods 0.000 claims description 4
- 206010028980 Neoplasm Diseases 0.000 claims description 2
- 230000005856 abnormality Effects 0.000 claims description 2
- 239000008186 active pharmaceutical agent Substances 0.000 claims description 2
- HUTDUHSNJYTCAR-UHFFFAOYSA-N ancymidol Chemical compound C1=CC(OC)=CC=C1C(O)(C=1C=NC=NC=1)C1CC1 HUTDUHSNJYTCAR-UHFFFAOYSA-N 0.000 claims description 2
- 238000013459 approach Methods 0.000 claims description 2
- 238000012097 association analysis method Methods 0.000 claims description 2
- QVGXLLKOCUKJST-UHFFFAOYSA-N atomic oxygen Chemical compound [O] QVGXLLKOCUKJST-UHFFFAOYSA-N 0.000 claims description 2
- 230000006399 behavior Effects 0.000 claims description 2
- 230000005540 biological transmission Effects 0.000 claims description 2
- 239000000090 biomarker Substances 0.000 claims description 2
- 230000036772 blood pressure Effects 0.000 claims description 2
- 239000010839 body fluid Substances 0.000 claims description 2
- 238000004364 calculation method Methods 0.000 claims description 2
- 230000035606 childbirth Effects 0.000 claims description 2
- 238000004891 communication Methods 0.000 claims description 2
- 238000012790 confirmation Methods 0.000 claims description 2
- 230000001186 cumulative effect Effects 0.000 claims description 2
- 238000013480 data collection Methods 0.000 claims description 2
- 238000011156 evaluation Methods 0.000 claims description 2
- 235000013305 food Nutrition 0.000 claims description 2
- 230000008676 import Effects 0.000 claims description 2
- 238000011081 inoculation Methods 0.000 claims description 2
- 230000007246 mechanism Effects 0.000 claims description 2
- 238000012544 monitoring process Methods 0.000 claims description 2
- 210000000056 organ Anatomy 0.000 claims description 2
- 230000016087 ovulation Effects 0.000 claims description 2
- 229910052760 oxygen Inorganic materials 0.000 claims description 2
- 239000001301 oxygen Substances 0.000 claims description 2
- 230000035479 physiological effects, processes and functions Effects 0.000 claims description 2
- 230000002265 prevention Effects 0.000 claims description 2
- 238000012797 qualification Methods 0.000 claims description 2
- 238000000611 regression analysis Methods 0.000 claims description 2
- 230000001105 regulatory effect Effects 0.000 claims description 2
- 238000000926 separation method Methods 0.000 claims description 2
- 238000012549 training Methods 0.000 claims description 2
- 238000013076 uncertainty analysis Methods 0.000 claims description 2
- 229960005486 vaccine Drugs 0.000 claims description 2
- 238000013507 mapping Methods 0.000 claims 1
- 239000002547 new drug Substances 0.000 claims 1
- 230000036285 pathological change Effects 0.000 claims 1
- 231100000915 pathological change Toxicity 0.000 claims 1
- 230000010354 integration Effects 0.000 abstract 1
- 239000000820 nonprescription drug Substances 0.000 abstract 1
- 208000011580 syndromic disease Diseases 0.000 abstract 1
- 238000010586 diagram Methods 0.000 description 5
- 230000018109 developmental process Effects 0.000 description 4
- 230000008901 benefit Effects 0.000 description 3
- 238000010276 construction Methods 0.000 description 2
- 238000005065 mining Methods 0.000 description 2
- 230000008569 process Effects 0.000 description 2
- 238000003556 assay Methods 0.000 description 1
- 239000012141 concentrate Substances 0.000 description 1
- 238000000151 deposition Methods 0.000 description 1
- 230000008571 general function Effects 0.000 description 1
- 230000005802 health problem Effects 0.000 description 1
- 230000006698 induction Effects 0.000 description 1
- 230000007170 pathology Effects 0.000 description 1
- 238000011002 quantification Methods 0.000 description 1
- 238000004171 remote diagnosis Methods 0.000 description 1
- 235000002020 sage Nutrition 0.000 description 1
- 230000011218 segmentation Effects 0.000 description 1
- 238000011269 treatment regimen Methods 0.000 description 1
Classifications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/01—Protocols
- H04L67/12—Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks
-
- G06F19/3418—
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q30/00—Commerce
- G06Q30/06—Buying, selling or leasing transactions
- G06Q30/0601—Electronic shopping [e-shopping]
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
- G06Q50/10—Services
- G06Q50/22—Social work or social welfare, e.g. community support activities or counselling services
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
- G16H50/30—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for calculating health indices; for individual health risk assessment
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
- G16H50/70—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for mining of medical data, e.g. analysing previous cases of other patients
Landscapes
- Engineering & Computer Science (AREA)
- Health & Medical Sciences (AREA)
- Medical Informatics (AREA)
- Business, Economics & Management (AREA)
- Public Health (AREA)
- General Health & Medical Sciences (AREA)
- Data Mining & Analysis (AREA)
- Primary Health Care (AREA)
- Physics & Mathematics (AREA)
- Epidemiology (AREA)
- General Business, Economics & Management (AREA)
- Theoretical Computer Science (AREA)
- Strategic Management (AREA)
- General Physics & Mathematics (AREA)
- Tourism & Hospitality (AREA)
- Marketing (AREA)
- Accounting & Taxation (AREA)
- Economics (AREA)
- Biomedical Technology (AREA)
- Pathology (AREA)
- Databases & Information Systems (AREA)
- Finance (AREA)
- Development Economics (AREA)
- Human Resources & Organizations (AREA)
- Child & Adolescent Psychology (AREA)
- Computing Systems (AREA)
- Computer Networks & Wireless Communication (AREA)
- Signal Processing (AREA)
- Medical Treatment And Welfare Office Work (AREA)
- Measuring And Recording Apparatus For Diagnosis (AREA)
Abstract
The invention relates to a traditional Chinese medicine inheritance and big data mining-based dynamic health management system for a life cycle. The system comprises a client side, a server side and a data cloud platform; the client side and the server side are connected and interacted through a mobile communication network or wifi (wireless fidelity), and the data cloud platform and the server side are connected through Internet. According to the system disclosed by the invention, by adopting a method of quantitative and qualitative integration, all information is parameterized and put into a computer for deep learning so as to mine rules in the information, and find out rules of principles, methods, recipes, medicines, diseases, syndromes, symptoms and treatment of traditional Chinese medicine. Optimal configuration of medical resources is realized, and the problem of resource supply and demand information asymmetry among hospital levels is solved; the problem of information asymmetry between patients and doctors is solved; the problem of information asymmetry between health diagnosis and treatment instruments and nonprescription drugs and information asymmetry between health care products and customer demands is solved, therefore hidden cost is reduced.
Description
Technical field
The present invention relates to Chinese medicine modernization field, the health control method of specifically a kind of traditional Chinese medicine succession+large data mining and b2b+b2c+o2o dynamical health management system.
Background technology
Traditional Chinese medicine is the rarity of the Chinese nation, is important health resources.How passing on elite, how to carry forward development, is that the successive dynasties traditional Chinese medical science colleague sage of the past is in the eternal problem that thinking is also constantly furtherd investigate.Along with the development of modern science and technology, it is widely acknowledged, carrying out digital assay with process to traditional Chinese medical science data is the important channel of Chinese medicine modernization.Data mining is a kind of effective Data Analysis Services technology, is introduced into traditional Chinese medicine succession, for Chinese medicine modernization provides a kind of method.The complicated science of application system, utilizes data mining technology, from multidigit doctor, mostly is user, and in the successful health account of magnanimity and case history, induction and conclusion clinical experience is also improved lifting theoretically.
Along with the raising of people's living standard, increasing people starts the health status focusing on oneself, and health care consciousness is more and more stronger.Government needs effective management and solves how to improve national health horizontal problem, because traditional Chinese medicine has unique advantage at health field, also becomes the certainty that exploration " solves this global problem of medical reform by Chinese style way ".
Hospital needs to improve clinical business efficiency and guarantee of the medical safety; Doctor needs in the face of quality of medical care and solves scientific research examination; Needs of patients obtains good service.Health control carries out comprehensive monitoring, analysis, assessment to individual or the health of colony, the overall process providing health consultation and guidance and intervene health risk factors.In other words, health control is not provide same service to everyone, but by health evaluating, sifting sort is carried out to crowd, then formulate health according to the health problem of different crowd and hazards and improve target, select the intervening measure for target on this basis, finally reach the object effectively reducing hazards.
At home, the high-quality medical resource of medical industry concentrates on developed area, and between high-quality resource and medical demand, mismatching phenomenon is obvious, defines the problem of " difficulty and high cost of getting medical "; Between patient and doctor, degree of asymmetric information is serious, forms invisible cost, causes the phenomenon of " high cost of getting medical treatment ".
Because internet effectively can overcome the long tail effect of medical resource distribution, meet the unappeasable segmentation demand of classic method, realize medical resource and distribute and solve resource supply and demand problem of information asymmetry between hospital levels rationally, solve an information asymmetry difficult problem between patient and doctor, solve health diagnosis and treatment instrument and OTC (over-the-counter) and problem of information asymmetry between health products and customer demand, thus reduce invisible cost.Technology trend new each time, all can cause the subversive change of traditional industries.The progress of electronic science and technology, makes traditional Chinese medicine+internet+cloud computing+biosimulation technology+data mining etc. in the unique advantage in health industry field, the traditional Chinese medicine also made
+b2b+b2c+o2o Health Management Mode becomes possibility.Along with the application of mobile Internet and " large data ", will for traditional medical Health Services and health service at once, make whole industry step into the new stage of fast development.
Summary of the invention
The health control method and the b2b+b2c+o2o that the object of the invention is to propose a kind of traditional Chinese medicine succession+large data mining are health management system arranged.Based on case study and document study, applying Internet, Internet of Things and cloud platform to theory of traditional Chinese medical science about entire system, the harmony between man and nature, disease combines, principle-method-recipe-medicines, diagnosis and treatment based on an overall analysis of the illness and the patient's condition, three the academic thought such as to control because of opinion and clinical experience carries out large data mining, the academic thought of succession distinguished veteran doctors of TCM and face card experience, provides the online health check-up of the combination of Chinese tradiational and Western medicine and regimen and remote diagnosis service.For doctor and patient, doctor and doctor, hospital and hospital, diagnosis and treatment instrument and health care businessman provide brand-new platform with exchanging between hospital and client.Realize medical resource and distribute and solve resource supply and demand problem of information asymmetry between hospital levels rationally, solve an information asymmetry difficult problem between patient and doctor, solve health diagnosis and treatment instrument and OTC (over-the-counter) and problem of information asymmetry between health products and customer demand, thus reduce invisible cost.
For achieving the above object, the method that the present invention adopts quantitative and qualitative integrated, first the contradiction of the fuzzy of Traditional Chinese Medical Concepts and computing machine precise quantification is solved, patient's generalized case, Chinese medicine, prescription, illness, body function state and treatment regimen are encoded, by all informations parameter, be put into computing machine, carry out degree of depth study, excavate rule wherein, find rule.
The technical solution used in the present invention is a kind of based on the life cycle dynamical health management system of traditional Chinese medicine succession with large data mining, and this system comprises user side, server end, data cloud platform; User side is connected alternately with server end by mobile communication network or wifi, and data cloud platform is connected by internet with server end.
User side is divided into doctor's intelligent end, patient's intelligent end, government's end, pharmaceutical manufacturer's end; Doctor's intelligent end, patient's intelligent end are mutually mutual by the APP of smart machine; Government's end, pharmaceutical manufacturer's end are interacted by system platform and doctor's intelligent end, patient's intelligent end.
Server end is provided with service platform system, service platform system comprises health management system arranged, traditional Chinese medical science succession module, doctors and patients' AC module, health control module, doctor support service module, academic service module, and health management system arranged, traditional Chinese medical science succession module, doctors and patients' AC module, health control module, doctor supports service module, academic service module is parallel with one another in service platform system.
Server end adopts php or Apache or Mysql, and the system of server end is drafted and operated in CentOS operating system, for ensureing security of system, preventing from being attacked, all known anti-leak technology can be used to be configured system.
Client adopts object-c or java, and the part client page according to demand, needs to use html+javascript conventional web technology; Exist according to demand and use map API or use Baidu's map and location technology.Client and server communication adopts the http agreement of standard, transmission JSON formatted data is carried out alternately.
For the local feature data of the traditional Chinese medical science, SVM, artificial neural network, K arest neighbors, traditional decision-tree is adopted to carry out classifying and identifying; Association between each feature of the traditional Chinese medical science can adopt association analysis method traditional in data mining or regression analysis, draws the relevance between traditional Chinese medical science feature; On this basis, probability graph model is applied in traditional Chinese medical science data analysis, and then draws interactional quantitative probabilities size between traditional Chinese medical science feature simultaneously.The uncertainty analysis of traditional Chinese medical science data is mainly carried out in traditional Chinese medical science data analysis under INFORMATION OF INCOMPLETE condition based on D-S evidence theory.
Carry out of traditional Chinese medical science data analysis under large data qualification along with development of projects and the foundation of large data collection platform, and get the middle medical university data of magnanimity.Degree of deep learning neural network is applied to the data analysis of middle medical university by this method, the feature selecting of degree of deep learning Chinese medicine data, sample classification and identification problem.The Data Analysis Model of research will be applied to clinical data analysis, and collect the feedback result of the users such as doctor, patient, domestic consumer, businessman, government in time.According to feedback result amendment model, such degree of depth study constantly carries out iteration, until draw a Data Analysis Model meeting clinical practice between feedback and amendment.
Health management system arrangedly comprise client, be directed to the health of ordinary populace and medical demand; Doctor terminal, for doctor's on-line study and management outpatients; Businessman holds, and the businessman that diagnosis and treatment instrument, OTC (over-the-counter) and health care are supported parents provides service with exchanging between hospital and client; Government holds, and is convenient to the grasp of Government Health department to current medical form.
Described client comprises traditional Chinese medical science succession module, doctors and patients' AC module, health control module, reservation expert, and pharmacy of hospital, seeks medical advice and medicine, and doctor supports service.Client provides registration login-port, fills in personal information for user.
Described traditional Chinese medical science succession module, comprises the on-line study video of distinguished veteran doctors of TCM, traditional Chinese medical science great master, stunt among the people, health care technology, healthy lecture etc., makes user better understand tcm knowledge, learning Chinese medicine health care technology; Also comprise classical case, model case and ancient books case are briefly described and are analyzed; Chinese medicine treasured book, introduces the performance of Common Chinese Herbs material, effect; Prescription treasured book, introduces composition and effect of prescription and Chinese patent drug; Meridional point, introduces acupoint selection and the function at common acupuncture point.
Described doctors and patients' AC module, comprises on-line consulting, and prompting user carries out the steps necessary before interrogation; Remote interrogation, mainly to " ten ask song " content of patient, understands the basic health of patient; Listen attentively to patient, guide patient briefly to describe the therapeutic process of self and the state of an illness; Upload case history, make doctor to after the situation overall understanding of patient, patient carries out long-range on-line consulting from main separation doctor.
Described health control module, is divided into health detection and health care two part.
Health detection in described health control module comprises subjective scale detection module, mobile client on-line checkingi module and client upload and detects data module.Described subjective detection module, comprise tcm constitution to detect, traditional Chinese medical science body function state-detection, slow disease is tested oneself, and spiritual feelings will detects, and psychological intelligence detects, inferior health detects, life quality detects, wherein traditional Chinese medical science detecting portion, is included in the data that traditional Chinese medical science four methods of diagnosis subjectivity is evaluated and tested and mobile client collection is uploaded of carrying out filling in submission under doctor assists.Described doctor trained in Western medicine detection module, comprises the index results that the users such as vital sign, sight protection, heart rate detection, the detection of blood oxygen, blood pressure detecting, Hearing esamination, vital capacity, blood sugar are obtained by mobile client on-line checkingi.Doctor trained in Western medicine detection module additionally provides the online function reading report, and upload the examining report list of medical examination mechanism, system reads automatically, and provides deciphering result.
Human body is carried out to the health control of Life cycle, building health status recognition module comprises from birth body function state-detection value, epidemic prevention, traditional Chinese medical science four methods of diagnosis four methods of diagnosis information disease key element counting is assessed with metering typing, psychology and energy Count of Status are assessed with metering typing, the counting of slow disease is assessed with metering typing, image and Biological indicators etc. are manually filled in, import, infinitely upload, the method typings such as automatic identification, one is the value showing typing, two is health state evaluation indexes, appraisal procedure such as applies weighted calculation, the total health degree of human body is according to the healthy score value of each first class index, be multiplied by the weight of this first class index, and it is cumulative, obtain the total health degree of human body.Such as determine the weight K1 of first class index, K2 ..., Km; Determine the weight P11 of each two-level index, P12 ..., P21, P22 ..., Pmn; Determine the healthy score value X11 of each two-level index, X12 ..., X21, X22 ..., Xmn
Normally=0; Extremely be divided into x level, such as, calculate with most mile abnormality=1, exceptional value=1*x;
If the Testing index such as tumour, major disease has one to be positive, assessment mark exception=mxm., reminding user is gone to a doctor in time.
In addition, described health control module health detection also comprises the record of the detection onset of ovulation and vaccine inoculation situation.
Health care part in described health control module, user is detected by every body function, according to testing result, can obtain for the corresponding health care scheme of individual body function state.
Described doctor supports service module, comprises endowment module, time of childbirth service module, deathbed care module, doctor support product module.Doctor supports product module for client provides a novel online traditional Chinese medical science doctor to support health shop business, customization health service is provided to user, sell the mobile healthy hardware such as wearable diagnostic equipment, online health preserving health-care food and medicine, client by network in the consumer behavior such as shopping online, online payment.The function that its primary demand comprises user management demand, the demand of customer demand and dealer realizes b2c.
Described reservation expert, comprises reservation consulting, describes symptom online, the expert that system recommendation can be preengage; Traditional Chinese medical science great master, national, provincial level, city-level distinguished veteran doctors of TCM, provide the list list and reservation date that can preengage, fill in online confirmation slip and preengage online, the patient of reservation can to the hospital outpatient expert diagnosis and treatment of specifying; Further consultation is got it filled, and be the service of patient's express delivery medicine, online payment, removes the trouble of patient's secondary further consultation from.
Pharmacy of described hospital, is mainly the geographic position that client provides nearby hospitals and pharmacy, with providing of map and list two kinds of forms.
Describedly to seek medical advice and medicine, for user provides about the relevant up-to-date information such as health, mother and baby, both sexes, safety.
Described doctor terminal, comprises traditional Chinese medical science succession module, doctors and patients' AC module, health control module, academic service module.Doctor terminal provides registration login-port, fills in personal information for user.
Described traditional Chinese medical science succession module, comprises the on-line study video of distinguished veteran doctors of TCM, traditional Chinese medical science great master, stunt among the people, health care technology, healthy lecture etc., makes the experience of the better learning Chinese medicine of doctor; Also comprise case online, at the appointed time carry out case online discussion, the intercommunion platform between doctor and doctor is provided; Classical case, is briefly described model case and ancient books case and analyzes; Chinese medicine treasured book, introduces the performance of Common Chinese Herbs material, effect etc.; Prescription treasured book, introduces composition and effect of prescription and Chinese patent drug; Meridional point, introduces acupoint selection and the function at common acupuncture point.
Described doctors and patients' AC module, comprises and checks that patient ten asks result and report, carries out online diagnosis and treatment after understanding the basic state of an illness of patient.
Described health control module, health check-up digital independent, amendment health care scheme, for the concrete body function state of patient, amendment regimen, to reach real making to measure.
Described academic service module, comprises the multiple variable change analysis module of body function state of mining analysis people, traditional Chinese medical science Evidence based research module.Provide the analysis comprising Therapy regularity, principle-method-recipe-medicines, yin-yang and five elements, provide the vital organs of the human body, qi-blood-body fluid, midnight-noon and ebb-flow doctrine, physiology, pathology, the change of feelings will psychology and the analysis of human body and natural trend relation, disease symptoms and analysis of drug use etc.Described academic service module, also comprises educational training, carries out medical care continuing education and health approach education by video interactive, voice discussion, Cases Discussion; Core periodical, provides current relevant traditional Chinese medicine magazine web site url; Learned society, provides the current group about traditional Chinese medicine, association.
Described government end, provide statistics to governmental regulatory personnel, described data are the incidence of disease etc. in all ages and classes stage of common disease.
Described doctor supports enterprises end, provides drug information and disease treatment information etc. for target customer doctor colony.
Accompanying drawing explanation
Fig. 1 is a kind of traditional Chinese medicine of the present invention succession+large health control method of data mining and the system construction drawing of b2b+b2c+o2o dynamical health management system;
Fig. 2 is client functionality composition diagram;
Fig. 3 is traditional Chinese medical science succession module details function composition diagram in client;
Fig. 4 is health control module details function composition diagram in client;
Fig. 5 is doctor terminal function composition diagram.
The function interactive relation of Tu6Shi government end.
Fig. 7 is the function interactive relation that doctor supports enterprises end.
Embodiment
In order to make object of the present invention, technical scheme and advantage more clear, below in conjunction with accompanying drawing with regard to embodiment, the present invention is described in further detail.Should be appreciated that specific embodiment described herein only in order to explain the present invention, be not intended to limit the present invention.
As Fig. 1, a kind of traditional Chinese medicine of the present invention succession+large health control method of data mining and the system construction drawing of b2b+b2c+o2o dynamical health management system, comprise client, be directed to the health of ordinary populace and medical demand; Doctor terminal, for doctor's on-line study and management outpatients; Government holds, and is convenient to the grasp of Government Health department to current medical form; Database, for depositing the TCM academic experience of magnanimity, case, medicinal material data, health check-up test and regimen etc.System manager, backstage has the manipulation of general function, grasps the right of all editors for this system, amendment, interpolation etc.The data upload of all of the port to server, then is answered the request of each end by server analysis.
Client functionality composition diagram as shown in Figure 2.Client comprises traditional Chinese medical science succession module, doctors and patients' AC module, health control module etc.These modules also achieve the Health Management Mode of o2o.Client line carries out study of Chinese medicine, exchanges with doctor online, bespeak and register and health examination, go to a doctor under line and get it filled, carry out self health care according to regimen.
As described in Figure 3, the traditional Chinese medical science succession module of client, comprises the on-line study video of distinguished veteran doctors of TCM, traditional Chinese medical science great master, stunt among the people, health care technology, healthy lecture etc.; Classical case, is briefly described model case and ancient books case, online discussion and analysis; Chinese medicine treasured book, introduces the performance of Common Chinese Herbs material, effect etc.; Prescription treasured book, introduces composition and effect of prescription and Chinese patent drug; Meridional point, introduces acupoint selection and the function at common acupuncture point.
As described in Figure 4, health control module provides multinomial health measuring function, and customer involvement detects and submits every detection data to, obtains healthy identification result and health guidance after system automatic analysis.Meanwhile, this health data can the further diagnosis and treatment of assist physician.
As described in Figure 5, doctor terminal comprises traditional Chinese medical science succession module, doctors and patients' AC module, health control module, Scientific Research Service module etc.These modules achieve b2b+o2o Health Management Mode.The present invention is by huge server, Database Systems, and between hospital and hospital, exchanging between doctor with patient provides good platform.The TCM academic thought of magnanimity and face card experience, by data mining technology, discloses implicit, unknown and has the information of potential value.Based on the algorithm of correlation rule, the multiple incidence relation between analysis mining " symptom-square medicine ", between " cardinal symptom-card type ", between " card type-square medicine " and between drug matching; Utilize the method for decision tree, set up the decision tree facing card proposal of a distinguished veteran doctors of TCM, then Modling model, predicts data.According to the result of decision tree, illness, the case of reference patient are cured.The present invention also has the technical method of other data minings, will not enumerate at this.
The function interactive relation of Tu6Shi government end.Fig. 7 is the function interactive relation that doctor supports enterprises end.
The present invention can also by other various embodiments; when not deviating from the present invention's spirit and essence thereof; those of ordinary skill in the art can make various corresponding change and distortion according to the present invention, but these change accordingly and distortion all should belong to the present invention bear the protection domain of claim.
Claims (10)
1. manage a management system based on traditional Chinese medicine succession with the life cycle dynamical health of large data mining, it is characterized in that: this system comprises user side, server end, data cloud platform; User side is connected alternately with server end by mobile communication network or wifi, and data cloud platform is connected by internet with server end;
User side is divided into doctor's intelligent end, patient's intelligent end, government's end, pharmaceutical manufacturer's end; Doctor's intelligent end, patient's intelligent end are mutually mutual by the APP of smart machine; Government's end, pharmaceutical manufacturer's end are interacted by system platform and doctor's intelligent end, patient's intelligent end;
Server end is provided with service platform system, service platform system comprises health management system arranged, traditional Chinese medical science succession module, doctors and patients' AC module, health control module, doctor support service module, academic service module, and health management system arranged, traditional Chinese medical science succession module, doctors and patients' AC module, health control module, doctor supports service module, academic service module is parallel with one another in service platform system;
Server end adopts php or Apache or Mysql, and the system of server end is drafted and operated in CentOS operating system, for ensureing security of system, preventing from being attacked, all known anti-leak technology can be used to be configured system;
Client adopts object-c or java, and the part client page according to demand, needs to use html+javascript conventional web technology; Exist according to demand and use map API or use Baidu's map and location technology; Client and server communication adopts the http agreement of standard, transmission JSON formatted data is carried out alternately;
For the local feature data of the traditional Chinese medical science, SVM, artificial neural network, K arest neighbors, traditional decision-tree is adopted to carry out classifying and identifying; Association between each feature of the traditional Chinese medical science can adopt association analysis method traditional in data mining or regression analysis, draws the relevance between traditional Chinese medical science feature; On this basis, probability graph model is applied in traditional Chinese medical science data analysis, and then draws interactional quantitative probabilities size between traditional Chinese medical science feature simultaneously; The uncertainty analysis of traditional Chinese medical science data is mainly carried out in traditional Chinese medical science data analysis under INFORMATION OF INCOMPLETE condition based on D-S evidence theory.
2. according to claim 1 a kind of based on the life cycle dynamical health management system of traditional Chinese medicine succession with large data mining, it is characterized in that: carry out of the traditional Chinese medical science data analysis under large data qualification along with development of projects and the foundation of large data collection platform, and get the middle medical university data of magnanimity; Degree of deep learning neural network is applied to the data analysis of middle medical university by native system, the feature selecting of degree of deep learning Chinese medicine data, sample classification and identification problem; By traditional Chinese medical science science, method, prescription, drugs, disease, card, disease, control rule, be the Clinics and the new drug that have TCM Features of guiding with clinical, the incidence relation of person functional status and TCM Zang-fu, environment and the natural law, incidence relation between the multinomial monitoring index of traditional Chinese medical science health status, the Data Analysis Model of research will be applied to clinical data analysis, and collect the feedback result of the users such as doctor, patient, domestic consumer, businessman, government in time; According to feedback result amendment model, such degree of depth study constantly carries out iteration between feedback and amendment, until show that a Data Analysis Model meeting clinical practice is excavated.
3. according to claim 1 a kind of based on traditional Chinese medicine succession and the life cycle dynamical health management system of large data mining, it is characterized in that: health management system arrangedly comprise client, be directed to the health of ordinary populace and medical demand; Doctor terminal, for doctor's on-line study and management outpatients; Businessman holds, and the businessman that diagnosis and treatment instrument, OTC (over-the-counter) and health care are supported parents provides service with exchanging between hospital and client; Government holds, and is convenient to the grasp of Government Health department to current medical form.
4. according to claim 1 a kind of based on traditional Chinese medicine succession and the life cycle dynamical health management system of large data mining, it is characterized in that: client comprises traditional Chinese medical science succession module, doctors and patients' AC module, health control module, reservation expert, pharmacy of hospital, seek medical advice and medicine, doctor supports service; Client provides registration login-port, fills in personal information for user.
5. according to claim 1 a kind of based on the life cycle dynamical health management system of traditional Chinese medicine succession with large data mining, it is characterized in that: traditional Chinese medical science succession module, comprise the on-line study video of distinguished veteran doctors of TCM, traditional Chinese medical science great master, stunt among the people, health care technology, healthy lecture etc., user is made better to understand tcm knowledge, learning Chinese medicine health care technology; Also comprise classical case, model case and ancient books case are briefly described and analyze discussion; Chinese medicine treasured book, introduces the performance of Common Chinese Herbs material, effect; Prescription treasured book, introduces composition and effect of prescription and Chinese patent drug; Meridional point, introduces acupoint selection and the function at common acupuncture point.
6. according to claim 1ly a kind ofly to it is characterized in that: doctors and patients' AC module, comprises and asking online based on traditional Chinese medicine succession and the life cycle dynamical health management system of large data mining, prompting user carries out the steps necessary before interrogation; Remote interrogation, mainly to " ten ask song " content of patient, understands the basic health of patient; Listen attentively to patient, guide patient briefly to describe the therapeutic process of self and the state of an illness; Upload case history, make doctor to after the situation overall understanding of patient, patient carries out long-range on-line consulting from main separation doctor.
7. according to claim 1 a kind of based on traditional Chinese medicine succession and the life cycle dynamical health management system of large data mining, it is characterized in that: health control module, be divided into health detection and health care two part;
Health detection in health control module comprises subjective scale detection module, mobile client on-line checkingi module and client upload and detects data module; Subjective detection module, comprise tcm constitution to detect, slow disease is tested oneself, spirit feelings will detects, psychology intelligence detects, and inferior health detects, and life quality detects, wherein traditional Chinese medical science detecting portion, is included in the data that traditional Chinese medical science four methods of diagnosis subjectivity is evaluated and tested and mobile client collection is uploaded of carrying out filling in submission under doctor assists; Doctor trained in Western medicine detection module, comprises the index results that the users such as vital sign, sight protection, heart rate detection, the detection of blood oxygen, blood pressure detecting, Hearing esamination, vital capacity, blood sugar are obtained by mobile client on-line checkingi; Health control module additionally provides the online function reading report, and upload the examining report list of medical examination mechanism, system reads automatically, and provides deciphering result.
8. according to claim 7 a kind of based on the life cycle dynamical health management system of traditional Chinese medicine succession with large data mining, it is characterized in that: health control human body being carried out to Life cycle, build health status recognition module and comprise sex, date of birth, residence general information, also comprise from birth body function state-detection value, epidemic prevention, meteorological change, traditional Chinese medical science four methods of diagnosis four methods of diagnosis information disease key element counting is assessed with metering typing, psychology and energy Count of Status are assessed with metering typing, the counting of slow disease is assessed with metering typing, image and Biological indicators etc. are manually filled in, import, infinitely upload, the method typings such as automatic identification, one is the value showing typing, two is health state evaluation indexes, appraisal procedure application weighted calculation, the total health degree of human body is according to the healthy score value of each first class index, be multiplied by the weight of this first class index, and it is cumulative, obtain the total health degree of human body, accurate degree of certainty=one-level refer to examine mapping item power order tuple K1, K2 ..., Km, determine the weight P11 of each two-level index, P12 ..., P21, P22 ..., Pmn, determine the healthy score value X11 of each two-level index, X12 ..., X21, X22 ..., Xmn
Normally=0; Extremely be divided into x level, calculate with most mile abnormality=1, exceptional value=1*x;
If tumour, major disease Testing index have one to be positive, assessment mark exception=mxm., reminding user is gone to a doctor in time.
9. according to claim 7 a kind of based on traditional Chinese medicine succession and the life cycle dynamical health management system of large data mining, it is characterized in that: health control module health detection also comprises the record of the detection onset of ovulation and vaccine inoculation situation;
Health care part in health control module, user is detected by every body function, according to testing result, can obtain for the corresponding health care scheme of individual body function state;
Doctor support service module, comprise endowment module, time of childbirth service module, deathbed care module, doctor support product module; Doctor supports product module and supports health shop business for client provides an online traditional Chinese medical science to cure, customization health service is provided to user, sell the mobile healthy hardware such as wearable diagnostic equipment, online health preserving health-care food and medicine, client by network in shopping online, online payment consumer behavior; The function that its primary demand comprises user management demand, the demand of customer demand and dealer realizes b2c;
Reservation expert, comprises reservation consulting, describes symptom online, the expert that system recommendation can be preengage; Traditional Chinese medical science great master, national, provincial level, city-level distinguished veteran doctors of TCM, provide the list list and reservation date that can preengage, fill in online confirmation slip and preengage online, the patient of reservation can to the hospital outpatient expert diagnosis and treatment of specifying; Further consultation is got it filled, and be the service of patient's express delivery medicine, online payment, removes the trouble of patient's secondary further consultation from;
Pharmacy of hospital, is mainly the geographic position that client provides nearby hospitals and pharmacy, with providing of map and list two kinds of forms;
Seek medical advice and medicine, for user provides about the relevant up-to-date information such as health, mother and baby, both sexes, safety;
Doctor terminal, comprises traditional Chinese medical science succession module, doctors and patients' AC module, health control module, academic service module; Doctor terminal provides registration login-port, fills in personal information for user;
Traditional Chinese medical science succession module, comprises the on-line study video of distinguished veteran doctors of TCM, traditional Chinese medical science great master, stunt among the people, health care technology, healthy lecture etc., makes the experience of the better learning Chinese medicine of doctor; Also comprise case online, at the appointed time carry out case online discussion, the intercommunion platform between doctor and doctor is provided; Classical case, is briefly described model case and ancient books case and analyzes; Chinese medicine treasured book, introduces the performance of Common Chinese Herbs material, effect etc.; Prescription treasured book, introduces composition and effect of prescription and Chinese patent drug; Meridional point, introduces acupoint selection and the function at common acupuncture point;
Doctors and patients' AC module, comprises and checks that patient ten asks result and report, carries out online diagnosis and treatment after understanding the basic state of an illness of patient.
10. according to claim 1 a kind of based on the life cycle dynamical health management system of traditional Chinese medicine succession with large data mining, it is characterized in that: health control module, health check-up digital independent, amendment health care scheme, for the concrete body function state of patient, amendment regimen, to reach real making to measure;
Academic service module, comprises the multiple variable change analysis module of body function state of data mining analysis people, traditional Chinese medical science Evidence based research module; Traditional Chinese medical science Evidence based research module can provide the analysis comprising Therapy regularity, provides the analysis of the vital organs of the human body, qi-blood-body fluid, midnight-noon and ebb-flow doctrine, physiology, pathological change and human body and natural trend relation, disease symptoms and analysis of drug use;
Academic service module, this module comprises educational training, carries out medical care continuing education and health approach education by video interactive, voice discussion, Cases Discussion; Core periodical, provides current relevant traditional Chinese medicine magazine web site url; Learned society, provides the current group about traditional Chinese medicine, association;
Government holds, and provide statistics to governmental regulatory personnel, data are the incidence of disease in all ages and classes stage of common disease;
Doctor supports enterprises end, provides drug information and disease treatment information for target customer doctor colony.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201610029366.0A CN105528526B (en) | 2016-01-15 | 2016-01-15 | A kind of life cycle dynamical health management system excavated based on traditional Chinese medicine succession with big data |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201610029366.0A CN105528526B (en) | 2016-01-15 | 2016-01-15 | A kind of life cycle dynamical health management system excavated based on traditional Chinese medicine succession with big data |
Publications (2)
Publication Number | Publication Date |
---|---|
CN105528526A true CN105528526A (en) | 2016-04-27 |
CN105528526B CN105528526B (en) | 2018-03-30 |
Family
ID=55770747
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201610029366.0A Active CN105528526B (en) | 2016-01-15 | 2016-01-15 | A kind of life cycle dynamical health management system excavated based on traditional Chinese medicine succession with big data |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN105528526B (en) |
Cited By (45)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN106548431A (en) * | 2016-10-14 | 2017-03-29 | 杭州伯仲信息科技有限公司 | A kind of patient propaganda and education course pushes platform and method for pushing |
CN106570319A (en) * | 2016-10-31 | 2017-04-19 | 北京科技大学 | Method and device for determining traditional Chinese medicine diagnosis mode |
CN107066783A (en) * | 2016-11-16 | 2017-08-18 | 哈沙斯特医学研发有限公司 | A kind of cross-platform clinical big data analysis and display system |
CN107092776A (en) * | 2017-03-21 | 2017-08-25 | 平顶山学院 | A kind of monitoring of chronic's sign and doctors and patients' interactive system based on Internet of Things |
CN107506589A (en) * | 2017-08-25 | 2017-12-22 | 广州宝荣科技应用有限公司 | A kind of Chinese patent drug auxiliary method for pushing and device |
CN107705840A (en) * | 2016-08-08 | 2018-02-16 | 北京斯迈特科技有限公司 | A kind of traditional Chinese medical science health background management system |
CN107705831A (en) * | 2016-08-08 | 2018-02-16 | 北京斯迈特科技有限公司 | A kind of traditional Chinese medical science is health management system arranged |
CN107887024A (en) * | 2017-12-14 | 2018-04-06 | 华子昂 | Intelligent diagnosis system and traditional Chinese medical science robot based on traditional Chinese medical science robot |
CN107945873A (en) * | 2017-10-26 | 2018-04-20 | 康美健康云服务有限公司 | A kind of online health control method, system, electronic equipment and storage medium |
CN107945869A (en) * | 2017-12-08 | 2018-04-20 | 李玉东 | It is a kind of based on big data through prescription intelligence dialectical treatmert system |
CN108335752A (en) * | 2018-01-24 | 2018-07-27 | 浙江中医药大学 | A kind of women Chinese medicine is health management system arranged and method |
CN108492878A (en) * | 2018-03-28 | 2018-09-04 | 史阳 | A kind of comprehensive health services system of personalization with health score assigning function |
CN108596742A (en) * | 2018-05-09 | 2018-09-28 | 上海祷曦健康管理有限公司 | A kind of digital Platform business analysis method for health control |
CN108597621A (en) * | 2018-07-09 | 2018-09-28 | 中国中医科学院中医药信息研究所 | Health status monitoring device, system and method based on theory of traditional Chinese medical science |
CN108921427A (en) * | 2018-06-29 | 2018-11-30 | 上海中医药大学附属曙光医院 | A kind of traditional Chinese medicine service monitoring Data Quality Assessment Methodology |
CN109003477A (en) * | 2018-07-20 | 2018-12-14 | 亳州职业技术学院 | A kind of Chinese medicine information processing and teaching platform |
CN109192322A (en) * | 2018-07-24 | 2019-01-11 | 安徽智虹电子技术有限公司 | A kind of diabetes traditional Chinese medicine health cloud platform |
CN109346179A (en) * | 2018-12-10 | 2019-02-15 | 陈阳 | Recurrence prediction model and its modeling method, device after a kind of coronary intervention |
CN109841282A (en) * | 2018-12-10 | 2019-06-04 | 广东省中医院 | A kind of Chinese medicine health control cloud system and its building method based on cloud computing |
CN109961841A (en) * | 2019-03-28 | 2019-07-02 | 广州麦迪森在线医疗科技有限公司 | A kind of optimal doctor's matching system and method towards mobile diagnosis and treatment |
CN110136794A (en) * | 2019-05-22 | 2019-08-16 | 湖北可汗广电文化有限公司 | A kind of mother and baby's Life cycle health medical treatment service system based on artificial intelligence |
CN110335648A (en) * | 2019-07-06 | 2019-10-15 | 南京健之侣云医疗科技有限公司 | Intelligent medicine box information interaction system |
CN110442797A (en) * | 2019-08-19 | 2019-11-12 | 重庆华医康道科技有限公司 | A kind of internet hospital products configuration optimization method |
CN110444293A (en) * | 2019-07-30 | 2019-11-12 | 中国中医科学院望京医院 | Caput femoris necrosis diagnosis and therapy system and cloud service system |
CN110544538A (en) * | 2019-08-23 | 2019-12-06 | 上海中医药大学 | Five-organ attribution judging system based on concept of traditional Chinese medicine |
CN110619960A (en) * | 2019-09-10 | 2019-12-27 | 电子科技大学 | Traditional Chinese medicine incompatibility prediction method based on supervised learning framework |
CN110648765A (en) * | 2019-10-15 | 2020-01-03 | 上海医修哥网络科技股份有限公司 | Intelligent auxiliary diagnosis and treatment system for traditional Chinese medicine meridian and intelligent detection device |
CN110853760A (en) * | 2019-11-12 | 2020-02-28 | 好人生(上海)健康科技有限公司 | Interactive system for providing health guidance based on disease diagnosis |
CN111180038A (en) * | 2018-11-12 | 2020-05-19 | 厦门智汇权科技有限公司 | Multi-dimensional large health guidance system based on traditional Chinese medicine theory |
WO2020119151A1 (en) * | 2018-12-13 | 2020-06-18 | 平安医疗健康管理股份有限公司 | Health evaluation method, health evaluation device, and computer readable storage medium |
CN111430026A (en) * | 2020-03-16 | 2020-07-17 | 中粮营养健康研究院有限公司 | Sugar metabolism abnormal crowd classification and health management system |
CN111863199A (en) * | 2020-07-30 | 2020-10-30 | 上海群有信息技术有限公司 | Decision system for assisting western medicine in applying Chinese patent medicine based on syndrome differentiation |
CN112102904A (en) * | 2019-06-18 | 2020-12-18 | 杭州中软安人网络通信股份有限公司 | Traditional Chinese medicine big data cloud service system |
CN112331320A (en) * | 2020-11-23 | 2021-02-05 | 广东食品药品职业学院 | Health data management platform based on traditional Chinese medicine health preserving method |
CN112614587A (en) * | 2020-12-28 | 2021-04-06 | 航天信息股份有限公司 | Information processing method, information processing apparatus, storage medium, and electronic device |
CN112786196A (en) * | 2021-02-02 | 2021-05-11 | 吕丽 | Intelligent nursing interaction system based on big data medical management |
CN113192623A (en) * | 2021-05-08 | 2021-07-30 | 山东了未元制药有限公司 | Big health management service system |
CN113823423A (en) * | 2021-11-04 | 2021-12-21 | 深圳市福妍堂中医药创新发展有限公司 | Traditional Chinese medicine postpartum rehabilitation physiotherapy system |
CN114520051A (en) * | 2022-01-27 | 2022-05-20 | 上海菲乐茨健康管理有限公司 | Intelligent traditional Chinese medicine robot disease prevention and management system based on big data acquisition |
CN114595380A (en) * | 2022-02-14 | 2022-06-07 | 北京三快在线科技有限公司 | Medicine recommendation method and device, electronic equipment and storage medium |
CN116821779A (en) * | 2023-08-31 | 2023-09-29 | 中南大学湘雅医院 | Big data identification method for gastrointestinal health |
CN117194802A (en) * | 2023-11-07 | 2023-12-08 | 中国人民武装警察部队北京市总队医院 | Medical and anti-cooperative platform resident health portrait and service recommendation system and method |
CN117524405A (en) * | 2024-01-05 | 2024-02-06 | 长春中医药大学 | Cloud computing-based gynecological nursing method intelligent selection system |
CN117672449A (en) * | 2023-12-04 | 2024-03-08 | 启康保(北京)健康科技有限公司 | Medicine management system based on Internet of things |
CN117976122A (en) * | 2024-02-05 | 2024-05-03 | 北京小懂科技有限公司 | Intelligent medical management method and device based on cloud computing and electronic equipment |
Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20130197884A1 (en) * | 2012-02-01 | 2013-08-01 | Siemens Corporation | Method and System for Advanced Measurements Computation and Therapy Planning from Medical Data and Images Using a Multi-Physics Fluid-Solid Heart Model |
CN104217095A (en) * | 2014-05-23 | 2014-12-17 | 陈立典 | Human-body health function-status evaluating model |
CN204636326U (en) * | 2015-05-21 | 2015-09-16 | 陈海文 | Remote mobile Chinese traditional medical diagnose monitoring system |
CN105138839A (en) * | 2015-08-25 | 2015-12-09 | 张建勇 | Medical and health management system based on big data |
-
2016
- 2016-01-15 CN CN201610029366.0A patent/CN105528526B/en active Active
Patent Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20130197884A1 (en) * | 2012-02-01 | 2013-08-01 | Siemens Corporation | Method and System for Advanced Measurements Computation and Therapy Planning from Medical Data and Images Using a Multi-Physics Fluid-Solid Heart Model |
CN104217095A (en) * | 2014-05-23 | 2014-12-17 | 陈立典 | Human-body health function-status evaluating model |
CN204636326U (en) * | 2015-05-21 | 2015-09-16 | 陈海文 | Remote mobile Chinese traditional medical diagnose monitoring system |
CN105138839A (en) * | 2015-08-25 | 2015-12-09 | 张建勇 | Medical and health management system based on big data |
Non-Patent Citations (2)
Title |
---|
孔丽娅 等: "数据挖掘方法在中医证候学中的应用", 《浙江中医药大学学报》 * |
陈霄: "中医健康管理系统的构建与应用", 《中国博士学位论文全文数据库信息科技辑》 * |
Cited By (58)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN107705840A (en) * | 2016-08-08 | 2018-02-16 | 北京斯迈特科技有限公司 | A kind of traditional Chinese medical science health background management system |
CN107705831A (en) * | 2016-08-08 | 2018-02-16 | 北京斯迈特科技有限公司 | A kind of traditional Chinese medical science is health management system arranged |
CN106548431A (en) * | 2016-10-14 | 2017-03-29 | 杭州伯仲信息科技有限公司 | A kind of patient propaganda and education course pushes platform and method for pushing |
CN106570319B (en) * | 2016-10-31 | 2019-10-22 | 北京科技大学 | A kind of method and device of determining tcm diagnosis mode |
CN106570319A (en) * | 2016-10-31 | 2017-04-19 | 北京科技大学 | Method and device for determining traditional Chinese medicine diagnosis mode |
CN107066783A (en) * | 2016-11-16 | 2017-08-18 | 哈沙斯特医学研发有限公司 | A kind of cross-platform clinical big data analysis and display system |
CN107092776A (en) * | 2017-03-21 | 2017-08-25 | 平顶山学院 | A kind of monitoring of chronic's sign and doctors and patients' interactive system based on Internet of Things |
CN107506589A (en) * | 2017-08-25 | 2017-12-22 | 广州宝荣科技应用有限公司 | A kind of Chinese patent drug auxiliary method for pushing and device |
CN107945873A (en) * | 2017-10-26 | 2018-04-20 | 康美健康云服务有限公司 | A kind of online health control method, system, electronic equipment and storage medium |
CN107945869A (en) * | 2017-12-08 | 2018-04-20 | 李玉东 | It is a kind of based on big data through prescription intelligence dialectical treatmert system |
CN107887024A (en) * | 2017-12-14 | 2018-04-06 | 华子昂 | Intelligent diagnosis system and traditional Chinese medical science robot based on traditional Chinese medical science robot |
CN108335752A (en) * | 2018-01-24 | 2018-07-27 | 浙江中医药大学 | A kind of women Chinese medicine is health management system arranged and method |
CN108492878A (en) * | 2018-03-28 | 2018-09-04 | 史阳 | A kind of comprehensive health services system of personalization with health score assigning function |
CN108596742A (en) * | 2018-05-09 | 2018-09-28 | 上海祷曦健康管理有限公司 | A kind of digital Platform business analysis method for health control |
CN108921427A (en) * | 2018-06-29 | 2018-11-30 | 上海中医药大学附属曙光医院 | A kind of traditional Chinese medicine service monitoring Data Quality Assessment Methodology |
CN108597621A (en) * | 2018-07-09 | 2018-09-28 | 中国中医科学院中医药信息研究所 | Health status monitoring device, system and method based on theory of traditional Chinese medical science |
CN108597621B (en) * | 2018-07-09 | 2024-03-22 | 中国中医科学院中医药信息研究所 | Health state monitoring device, system and method based on traditional Chinese medicine theory |
CN109003477A (en) * | 2018-07-20 | 2018-12-14 | 亳州职业技术学院 | A kind of Chinese medicine information processing and teaching platform |
CN109192322A (en) * | 2018-07-24 | 2019-01-11 | 安徽智虹电子技术有限公司 | A kind of diabetes traditional Chinese medicine health cloud platform |
CN111180038B (en) * | 2018-11-12 | 2022-03-11 | 厦门智汇权科技有限公司 | Multi-dimensional large health guidance system based on traditional Chinese medicine theory |
WO2020098586A1 (en) * | 2018-11-12 | 2020-05-22 | 厦门智汇权科技有限公司 | Multidimensional health concept guidance system based on traditional chinese medicine theory |
CN111180038A (en) * | 2018-11-12 | 2020-05-19 | 厦门智汇权科技有限公司 | Multi-dimensional large health guidance system based on traditional Chinese medicine theory |
CN109346179A (en) * | 2018-12-10 | 2019-02-15 | 陈阳 | Recurrence prediction model and its modeling method, device after a kind of coronary intervention |
CN109346179B (en) * | 2018-12-10 | 2022-08-26 | 山东管理学院 | Coronary heart disease interventional postoperative recurrence prediction model and modeling method and device thereof |
CN109841282A (en) * | 2018-12-10 | 2019-06-04 | 广东省中医院 | A kind of Chinese medicine health control cloud system and its building method based on cloud computing |
WO2020119151A1 (en) * | 2018-12-13 | 2020-06-18 | 平安医疗健康管理股份有限公司 | Health evaluation method, health evaluation device, and computer readable storage medium |
CN109961841A (en) * | 2019-03-28 | 2019-07-02 | 广州麦迪森在线医疗科技有限公司 | A kind of optimal doctor's matching system and method towards mobile diagnosis and treatment |
CN110136794A (en) * | 2019-05-22 | 2019-08-16 | 湖北可汗广电文化有限公司 | A kind of mother and baby's Life cycle health medical treatment service system based on artificial intelligence |
CN112102904A (en) * | 2019-06-18 | 2020-12-18 | 杭州中软安人网络通信股份有限公司 | Traditional Chinese medicine big data cloud service system |
CN110335648A (en) * | 2019-07-06 | 2019-10-15 | 南京健之侣云医疗科技有限公司 | Intelligent medicine box information interaction system |
CN110444293A (en) * | 2019-07-30 | 2019-11-12 | 中国中医科学院望京医院 | Caput femoris necrosis diagnosis and therapy system and cloud service system |
CN110442797A (en) * | 2019-08-19 | 2019-11-12 | 重庆华医康道科技有限公司 | A kind of internet hospital products configuration optimization method |
CN110442797B (en) * | 2019-08-19 | 2022-02-08 | 重庆华医康道科技有限公司 | Internet hospital product configuration optimization method |
CN110544538B (en) * | 2019-08-23 | 2022-02-18 | 上海中医药大学 | Five-organ attribution judging system based on concept of traditional Chinese medicine |
CN110544538A (en) * | 2019-08-23 | 2019-12-06 | 上海中医药大学 | Five-organ attribution judging system based on concept of traditional Chinese medicine |
CN110619960A (en) * | 2019-09-10 | 2019-12-27 | 电子科技大学 | Traditional Chinese medicine incompatibility prediction method based on supervised learning framework |
CN110619960B (en) * | 2019-09-10 | 2022-04-22 | 电子科技大学 | Traditional Chinese medicine incompatibility prediction method based on supervised learning framework |
CN110648765A (en) * | 2019-10-15 | 2020-01-03 | 上海医修哥网络科技股份有限公司 | Intelligent auxiliary diagnosis and treatment system for traditional Chinese medicine meridian and intelligent detection device |
CN110853760A (en) * | 2019-11-12 | 2020-02-28 | 好人生(上海)健康科技有限公司 | Interactive system for providing health guidance based on disease diagnosis |
CN111430026A (en) * | 2020-03-16 | 2020-07-17 | 中粮营养健康研究院有限公司 | Sugar metabolism abnormal crowd classification and health management system |
CN111863199B (en) * | 2020-07-30 | 2023-11-14 | 上海群有信息技术有限公司 | Decision making system for assisting western medicine in dialectical application of Chinese patent medicine |
CN111863199A (en) * | 2020-07-30 | 2020-10-30 | 上海群有信息技术有限公司 | Decision system for assisting western medicine in applying Chinese patent medicine based on syndrome differentiation |
CN112331320A (en) * | 2020-11-23 | 2021-02-05 | 广东食品药品职业学院 | Health data management platform based on traditional Chinese medicine health preserving method |
CN112614587A (en) * | 2020-12-28 | 2021-04-06 | 航天信息股份有限公司 | Information processing method, information processing apparatus, storage medium, and electronic device |
CN112786196A (en) * | 2021-02-02 | 2021-05-11 | 吕丽 | Intelligent nursing interaction system based on big data medical management |
CN113192623A (en) * | 2021-05-08 | 2021-07-30 | 山东了未元制药有限公司 | Big health management service system |
CN113823423A (en) * | 2021-11-04 | 2021-12-21 | 深圳市福妍堂中医药创新发展有限公司 | Traditional Chinese medicine postpartum rehabilitation physiotherapy system |
CN114520051A (en) * | 2022-01-27 | 2022-05-20 | 上海菲乐茨健康管理有限公司 | Intelligent traditional Chinese medicine robot disease prevention and management system based on big data acquisition |
CN114595380A (en) * | 2022-02-14 | 2022-06-07 | 北京三快在线科技有限公司 | Medicine recommendation method and device, electronic equipment and storage medium |
CN114595380B (en) * | 2022-02-14 | 2024-03-26 | 北京三快在线科技有限公司 | Medicine recommendation method and device, electronic equipment and storage medium |
CN116821779A (en) * | 2023-08-31 | 2023-09-29 | 中南大学湘雅医院 | Big data identification method for gastrointestinal health |
CN116821779B (en) * | 2023-08-31 | 2023-11-14 | 中南大学湘雅医院 | Big data identification method for gastrointestinal health |
CN117194802A (en) * | 2023-11-07 | 2023-12-08 | 中国人民武装警察部队北京市总队医院 | Medical and anti-cooperative platform resident health portrait and service recommendation system and method |
CN117672449A (en) * | 2023-12-04 | 2024-03-08 | 启康保(北京)健康科技有限公司 | Medicine management system based on Internet of things |
CN117672449B (en) * | 2023-12-04 | 2024-05-17 | 启康保(北京)健康科技有限公司 | Medicine management system based on Internet of things |
CN117524405A (en) * | 2024-01-05 | 2024-02-06 | 长春中医药大学 | Cloud computing-based gynecological nursing method intelligent selection system |
CN117524405B (en) * | 2024-01-05 | 2024-03-26 | 长春中医药大学 | Cloud computing-based gynecological nursing method intelligent selection system |
CN117976122A (en) * | 2024-02-05 | 2024-05-03 | 北京小懂科技有限公司 | Intelligent medical management method and device based on cloud computing and electronic equipment |
Also Published As
Publication number | Publication date |
---|---|
CN105528526B (en) | 2018-03-30 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN105528526B (en) | A kind of life cycle dynamical health management system excavated based on traditional Chinese medicine succession with big data | |
Karatas et al. | Big Data for Healthcare Industry 4.0: Applications, challenges and future perspectives | |
US20210202103A1 (en) | Modeling and simulation of current and future health states | |
US20210202101A1 (en) | Detection and modeling of drug dispensing behaviors by healthcare providers | |
Gómez-Batiste et al. | Prevalence and characteristics of patients with advanced chronic conditions in need of palliative care in the general population: a cross-sectional study | |
Fenny et al. | Patient satisfaction with primary health care–a comparison between the insured and non-insured under the National Health Insurance Policy in Ghana | |
Han et al. | Varieties of uncertainty in health care: a conceptual taxonomy | |
JP2022514162A (en) | Systems and methods for designing clinical trials | |
Souza et al. | The development of a simplified, effective, labour monitoring-to-action (SELMA) tool for better outcomes in labour difficulty (BOLD): study protocol | |
Topaz et al. | Big data and nursing: implications for the future | |
US20190214134A1 (en) | System and method for automated healthcare service | |
Aluvalu et al. | The novel emergency hospital services for patients using digital twins | |
Wilimitis et al. | Integration of face-to-face screening with real-time machine learning to predict risk of suicide among adults | |
Yang et al. | A multi-criteria framework for addressing digitalization solutions of medical system under interval-valued T-spherical fuzzy information | |
CN115116569A (en) | A digital system for providing cancer digital disease management | |
Manias et al. | iHELP: Personalised Health Monitoring and Decision Support Based on Artificial Intelligence and Holistic Health Records | |
Sinha et al. | Application of big data analytics and Internet of Medical Things (IoMT) in healthcare with view of explainable artificial intelligence: A survey | |
Gyllén et al. | Parents’ reported experiences when having a child with cataract—important aspects of self-management obtained from the pediatric cataract register (PECARE) | |
Zhang et al. | Identifying the predictors of severe psychological distress by auto-machine learning methods | |
Crudup et al. | Breast cancer survivorship and level of institutional involvement utilizing integrative oncology | |
Mathew et al. | A web based decision support system driven for the neurological disorders | |
Krey | mHealth Apps: Potentials for the patient-physician relationship | |
Akour et al. | Explainable Artificial Intelligence (EAI) Based Disease Prediction Model | |
CN117688226B (en) | Intelligent pre-diagnosis self-service bill making method and system based on similar child patient matching | |
Kumar et al. | A Smart Recommendation System for Medicine using Intelligent NLP Techniques |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
C06 | Publication | ||
PB01 | Publication | ||
C10 | Entry into substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
GR01 | Patent grant | ||
GR01 | Patent grant |