CN107945869A - It is a kind of based on big data through prescription intelligence dialectical treatmert system - Google Patents
It is a kind of based on big data through prescription intelligence dialectical treatmert system Download PDFInfo
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- 238000003745 diagnosis Methods 0.000 claims abstract description 47
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- 208000037265 diseases, disorders, signs and symptoms Diseases 0.000 claims abstract description 18
- 208000015220 Febrile disease Diseases 0.000 claims abstract description 15
- 230000004069 differentiation Effects 0.000 claims abstract description 6
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- 238000011156 evaluation Methods 0.000 claims description 9
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- 238000013135 deep learning Methods 0.000 claims description 6
- 210000003414 extremity Anatomy 0.000 claims description 6
- 238000012550 audit Methods 0.000 claims description 5
- 238000002555 auscultation Methods 0.000 claims description 4
- 230000008786 sensory perception of smell Effects 0.000 claims description 4
- 230000010354 integration Effects 0.000 claims description 3
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- 210000002700 urine Anatomy 0.000 claims description 2
- 229940079593 drug Drugs 0.000 description 4
- 238000002560 therapeutic procedure Methods 0.000 description 3
- 238000004458 analytical method Methods 0.000 description 2
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- 238000012986 modification Methods 0.000 description 2
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Abstract
The invention discloses the field of medical instrument technology, specific field for it is a kind of based on big data through prescription intelligence dialectical treatmert system, base oneself upon modern mobile information platform and complete collection to " hope, hear, ask, cut " four methods of diagnosis information, with " differentiation of eight principles " for overall direction, according to《The Treatise on Fevrile Diseases》In " analysing and differentiating of febrile disease in accordance with the theory of the six pair of channels " Dialectical Method, the differentiation of disease is carried out to patient dialectical while with reference to theory of traditional Chinese medical science, reach illness mutually to join, realize intelligent tcm diagnosis, finally provide guidance with through prescription, fully absorb modern study achievement and clinical experience through prescription, effectively expand its clinical application range, and because the less simplicity of hardware of the present invention is portable, it can be accepted extensively by masses, can effectively promote and carry forward the traditional Chinese medical science.
Description
Technical field
The present invention relates to the field of medical instrument technology, specific field is a kind of dialectical through prescription intelligence based on big data
By controlling system.
Background technology
In China, medical resource is deficient per capita, under Waiting time shortage problem serious situation, the vitality after thousand
The still vigorous increasingly rise through prescription socially, can not only effectively lift the quality of life of our people, additionally it is possible to
The problem of effective to alleviate excessively diagnosis, over-treatment, or even Doctor-patient conflicts etc. enjoy society to denounce；It is respectfully called by Chinese people
The Zhang Zhongjing of " holy doctor " is written《The Treatise on Fevrile Diseases》, describe substantial amounts of ancient prescription medicine, obtained substantial amounts of clinical practice both at home and abroad and
Verification, and《The Treatise on Fevrile Diseases》In classical prescription compatibility it is rigorous, when medication, must just be demonstrate,proved corresponding, shoot the arrow at the target, that is, have to suit the medicine to the illness
Prescribe medicine.Ancient Chinese medicine doctor speech " the sides of Zhong Jing, because of side's card thirty years of age ", since substantial amounts of people is to traditional Chinese medicine and traditional Chinese medicine, especially classical prescription
The understanding of medicine is insufficient, and the phenomenon for eating indiscriminately Chinese medicine in society and excessively taking traditional Chinese medicine is increasingly severe, if simply by virtue of patient's oneself
Feel that the explanation of control medical book goes random medication, caused consequence is also to be difficult to what is predicted, may cause aggravation, even
Causing death, and more and more people are seeking help from network even with behavior of the purchase " through prescription " on network is intended to, often
The danger implied in this behavior is not recognized, many people have the wrong understanding " work that Chinese medicine rises to Chinese medicine
With it is slow, often to eat, eat for a long time, Chinese medicine is that special prescription of Chinese herbal medicine being free from side effects, handed down from one's ancestors can control all kinds of diseases and ailments etc. ", these mistakes
The medication of understanding and mistake does not only result in conditions of patients and is delayed, and to carrying forward, popularizing and developing Chinese medicine is unfavorable；
Existing traditional Chinese medical science diagnosis and therapy system, is substantially using rule-based Decision Inference method to realize, in view of pushing away at that time
Technology restriction is managed, reliability is all not high enough or not intelligent enough, does not solve to be retouched in dialectical treatmert principle in the traditional Chinese medical science from basic
The problem of stating；
Patent No. CN105054897A discloses a kind of multi-composite type Traditional Chinese medical electronic diagnosis and treatment method and its diagnosis and therapy system, utilizes shooting
Head and pulse condition analyser complete the information gathering of tongue picture and pulse condition, and then carry out data analysis comparison by database and draw Chinese traditional treatment
Scheme.Obviously, the data acquisition of interrogation and auscultation and olfaction is lacked in terms of intelligent diagnostics, therefore, the system is for " treating the same disease with different methods, different
Disease is with controlling " etc. need the complex disease of dialectical treatmert substantially insufficient, diagnosis and therapy system is to the old docter of TCM's with abundant clinical experience
Dependence is very big.
Patent No. CN104376228A discloses a kind of traditional Chinese medical science intelligence assisting in diagnosis and treatment instrument, the traditional Chinese medicine stored using computer
Knowledge base, automated reasoning kinds of Diseases simultaneously provide therapeutic scheme, to mitigate the mental manual labor of doctor, and can be lifted common
The treatment level of doctor, but the system lacks because lacking " four methods of diagnosis " four methods of diagnosis sensor, and be difficult to spread to ordinary populace.
Patent No. CN205215184U discloses a kind of traditional Chinese medical science Intelligent Diagnosis Expert System, which includes Image Acquisition
System and pulse condition detection subsystem, realize the combination of lingual diagnosis, facial diagnosis and diagnosis by feeling the pulse, the system can by obtained information into
Row comprehensive analysis, provides auxiliary treatment suggestion, but how to simulate enriching one's knowledge for the traditional Chinese medical science to the related sensor parameters of system, right
How the result measured, which is effectively sorted out, does not provide explanation, and how to carry out important " interrogation " to patient and do not provide realization side yet
Method.
Patent No. CN106778018A discloses a kind of middle Medical Records acquisition system, is mainly used for collecting and storing disease
Case information and traditional Chinese physician are for information such as different patients, the diagnostic method of different case histories, diagnosis algorithms, in order to follow-up personnel
Analysis and research.Medical Records acquisition system can only be used as information to collect in this, and can not provide medical treatment for doctor or sufferer and build
View.
The related traditional Chinese medicine expert system of the external diagnosis and treatment cancer developed such as Canadian Shieh, and Britain's traditional Chinese medicine are ground
Study carefully the international traditional chinese medical science clinic of institute's foundation, can patient is gone to a doctor by internet, but how to gather the arteries and veins of patient
As, how to patient carry out abdomen examination key issues of be then difficult to solve；The traditional Chinese medical science information retrieval expert system of American Kruse exploitations
Professor's Davis exploitation of system, the related traditional Chinese medicine expert system developed using Object--oriented method, and University of California
Chinese traditional medical DSS all rely on clear and definite " four methods of diagnosis information " of oneself of patient, and to accomplish this point, ordinary populace is difficult
To reach.
The content of the invention
It is an object of the invention to provide it is a kind of based on big data through prescription intelligence dialectical treatmert system, with solution
State the problem of being proposed in background technology.
To achieve the above object, the present invention provides following technical solution：It is a kind of to be debated based on big data through prescription intelligence
Card opinion controls system, including：
1）Patient's using terminal system
Patient's using terminal system includes Wrist belt-type pulse condition analyser, normal procedure intelligent mobile phone, APP programming systems and interrogation interface, described
Wrist belt-type pulse condition analyser and the interrogation interface are electrically connected with the normal procedure intelligent mobile phone, and the APP programming systems are installed on institute
State in normal procedure intelligent mobile phone；Existing audit report is inputted into the APP programming systems by the normal procedure intelligent mobile phone,
The pulse wave of two hand of left and right " cun,guan,chi " of patient is gathered by the Wrist belt-type pulse condition analyser, is transmitted to the APP programs system
With diagnosis of the realization to patient pulse's ripple, by the camera of the normal procedure intelligent mobile phone, face and tongue picture to patient in system
Photograph taking is carried out, while is recorded a video to the limb action of patient, is transmitted in the APP programming systems to realize to patient
The observation of face, tongue picture and limb action, audio typing is carried out by the microphone of the normal procedure intelligent mobile phone to patient's sound,
It is transmitted to the main suit for inquiring patient by the interrogation interface to realize the auscultation and olfaction to patient's sound in the APP programming systems
Symptom, inquires the problem of patient is a series of targeted according to chief complaint, is then demonstrated by the people of surroundings thereof according to abdomen examination
Program, abdomen examination is carried out to patient, is transmitted the result in the APP programming systems to realize the interrogation to patient；
2）Computer cloud server system
Computer cloud server system includes deep learning system, four methods of diagnosis information database system, illness Comprehensive Evaluation system, six
Through dialectical reasoning system, dialectical inference rule storehouse system, tranining database system, expert knowledge library system, through prescription big data
Digging system, through prescription proven case Database Systems, " hope, hear, ask, cut " four methods of diagnosis that the APP programming systems will be collected into
Preliminary data is uploaded in computer cloud server system by network, and the deep learning system is based on the four methods of diagnosis Information Number
Four methods of diagnosis preliminary data is standardized according to storehouse system, standardization four methods of diagnosis information is then transmitted to the illness Comprehensive Evaluation system
In system, the illness Comprehensive Evaluation system provides diagnosis report and feeds back to the APP programming systems, and the APP programming systems are led to
The normal procedure intelligent cell phone display is crossed to patient, while diagnostic result is transmitted to the analysing and differentiating of febrile disease in accordance with the theory of the six pair of channels inference system, described six
Through dialectical inference system by diagnosis report be transmitted separately to the dialectical inference rule storehouse system, the tranining database system and
The expert knowledge library system, the tranining database system and the expert knowledge library system according to diagnosis report by suit the medicine to the illness
The dialectical inference rule storehouse system is transmitted to through prescription information, the dialectical inference rule storehouse system is based on described big through prescription
Data digging system and the data message and integration through prescription proven case Database Systems come from the training data
Storehouse system and the expert knowledge library system feed back to the analysing and differentiating of febrile disease in accordance with the theory of the six pair of channels inference system through prescription information, pass through the analysing and differentiating of febrile disease in accordance with the theory of the six pair of channels
Inference system finally determine to suit the medicine to the illness through prescription, then provide prescription recommendation, feed back to the APP programming systems, the APP journeys
Sequence system by the normal procedure intelligent cell phone display to patient, by patient treat feedback prescription is constantly adjusted until
Recover.
Preferably, the existing audit report is primarily referred to as patient in the blood sample of infection from hospital, urine sample and B ultrasound etc.
The result checked.
Preferably, the analysing and differentiating of febrile disease in accordance with the theory of the six pair of channels inference system is《The Treatise on Fevrile Diseases》In the analysing and differentiating of febrile disease in accordance with the theory of the six pair of channels, be the dialectical of disease position and the state of an illness
It is unified, substantially in table, the differentiation of eight principles of negative and positive, fever and chills and actual situation.
Preferably, big data refers to through prescription in the clinical practice side that the modern times enrich in the big data digging system through prescription
The experience and extensive disease curing range that face is accumulated.
The beneficial effects of the invention are as follows：It is a kind of based on big data through prescription intelligence dialectical treatmert system, base oneself upon the modern times
Mobile information platform completes the collection to " hope, hear, ask, cut " four methods of diagnosis information, with " differentiation of eight principles " for overall direction, according to《Wound
Cold opinion》In " analysing and differentiating of febrile disease in accordance with the theory of the six pair of channels " Dialectical Method, the differentiation of disease is carried out to patient dialectical while with reference to theory of traditional Chinese medical science, it is mutual to reach illness
Ginseng, realizes intelligent tcm diagnosis, finally provides guidance with through prescription, fully absorbs the modern study achievement through prescription and passed through with clinical
Test, effectively expand its clinical application range, and because the less simplicity of hardware of the present invention is portable, can be connect extensively by masses
By can effectively promote and carry forward the traditional Chinese medical science.
Brief description of the drawings
Fig. 1 is principle of the invention figure.
Embodiment
Below in conjunction with the embodiment of the present invention, technical scheme is clearly and completely described, it is clear that institute
The embodiment of description is only part of the embodiment of the present invention, instead of all the embodiments.Based on the embodiments of the present invention,
Those of ordinary skill in the art's all other embodiments obtained without making creative work, belong to this hair
The scope of bright protection.
Embodiment：
1）Patient's using terminal system
Patient's using terminal system includes Wrist belt-type pulse condition analyser, normal procedure intelligent mobile phone, APP programming systems and interrogation interface, described
Wrist belt-type pulse condition analyser and the interrogation interface are electrically connected with the normal procedure intelligent mobile phone, and the APP programming systems are installed on institute
State in normal procedure intelligent mobile phone；Existing audit report is inputted into the APP programming systems by the normal procedure intelligent mobile phone,
The pulse wave of two hand of left and right " cun,guan,chi " of patient is gathered by the Wrist belt-type pulse condition analyser, is transmitted to the APP programs system
With diagnosis of the realization to patient pulse's ripple, by the camera of the normal procedure intelligent mobile phone, face and tongue picture to patient in system
Photograph taking is carried out, while is recorded a video to the limb action of patient, is transmitted in the APP programming systems to realize to patient
The observation of face, tongue picture and limb action, audio typing is carried out by the microphone of the normal procedure intelligent mobile phone to patient's sound,
It is transmitted to the main suit for inquiring patient by the interrogation interface to realize the auscultation and olfaction to patient's sound in the APP programming systems
Symptom, inquires the problem of patient is a series of targeted according to chief complaint, is then demonstrated by the people of surroundings thereof according to abdomen examination
Program, abdomen examination is carried out to patient, is transmitted the result in the APP programming systems to realize the interrogation to patient；
2）Computer cloud server system
Computer cloud server system includes deep learning system, four methods of diagnosis information database system, illness Comprehensive Evaluation system, six
Through dialectical reasoning system, dialectical inference rule storehouse system, tranining database system, expert knowledge library system, through prescription big data
Digging system, through prescription proven case Database Systems, " hope, hear, ask, cut " four methods of diagnosis that the APP programming systems will be collected into
Preliminary data is uploaded in computer cloud server system by network, and the deep learning system is based on the four methods of diagnosis Information Number
Four methods of diagnosis preliminary data is standardized according to storehouse system, standardization four methods of diagnosis information is then transmitted to the illness Comprehensive Evaluation system
In system, the illness Comprehensive Evaluation system provides diagnosis report and feeds back to the APP programming systems, and the APP programming systems are led to
The normal procedure intelligent cell phone display is crossed to patient, while diagnostic result is transmitted to the analysing and differentiating of febrile disease in accordance with the theory of the six pair of channels inference system, described six
Through dialectical inference system by diagnosis report be transmitted separately to the dialectical inference rule storehouse system, the tranining database system and
The expert knowledge library system, the tranining database system and the expert knowledge library system according to diagnosis report by suit the medicine to the illness
The dialectical inference rule storehouse system is transmitted to through prescription information, the dialectical inference rule storehouse system is based on described big through prescription
Data digging system and the data message and integration through prescription proven case Database Systems come from the training data
Storehouse system and the expert knowledge library system feed back to the analysing and differentiating of febrile disease in accordance with the theory of the six pair of channels inference system through prescription information, pass through the analysing and differentiating of febrile disease in accordance with the theory of the six pair of channels
Inference system finally determine to suit the medicine to the illness through prescription, then provide prescription recommendation, feed back to the APP programming systems, the APP journeys
Sequence system by the normal procedure intelligent cell phone display to patient, by patient treat feedback prescription is constantly adjusted until
Recover.
The prototype that the present embodiment is developed is used for patient's tentative diagnosis, test knot in Jiangsu Jing Kou southern exposure institute of traditional Chinese medicine
Fruit shows that the prototype developed can give the good medication suggestion of patient.
Although an embodiment of the present invention has been shown and described, for the ordinary skill in the art, can be with
Understanding without departing from the principles and spirit of the present invention can carry out these embodiments a variety of changes, modification, replace
And modification, the scope of the present invention is defined by the appended.
Claims (4)
1. it is a kind of based on big data through prescription intelligence dialectical treatmert system, it is characterised in that：Including：
1）Patient's using terminal system
Patient's using terminal system includes Wrist belt-type pulse condition analyser, normal procedure intelligent mobile phone, APP programming systems and interrogation interface, described
Wrist belt-type pulse condition analyser and the interrogation interface are electrically connected with the normal procedure intelligent mobile phone, and the APP programming systems are installed on institute
State in normal procedure intelligent mobile phone；Existing audit report is inputted into the APP programming systems by the normal procedure intelligent mobile phone, is led to
The pulse wave of two hand of left and right " cun,guan,chi " of the Wrist belt-type pulse condition analyser collection patient is crossed, is transmitted to the APP programming systems
In to realize diagnosis to patient pulse's ripple, by the camera of the normal procedure intelligent mobile phone, face and tongue picture to patient into
Row photograph taking, while record a video to the limb action of patient, it is transmitted in the APP programming systems to realize to patient face
The observation in portion, tongue picture and limb action, carries out audio typing to patient's sound by the microphone of the normal procedure intelligent mobile phone, passes
Transport to the main suit's disease for inquiring patient by the interrogation interface to realize the auscultation and olfaction to patient's sound in the APP programming systems
Shape, the problem of patient is a series of targeted is inquired according to chief complaint, then demonstrates journey according to abdomen examination by the people of surroundings thereof
Sequence, abdomen examination is carried out to patient, is transmitted the result in the APP programming systems to realize the interrogation to patient；
2）Computer cloud server system
Computer cloud server system includes deep learning system, four methods of diagnosis information database system, illness Comprehensive Evaluation system, six
Through dialectical reasoning system, dialectical inference rule storehouse system, tranining database system, expert knowledge library system, through prescription big data
Digging system, through prescription proven case Database Systems, " hope, hear, ask, cut " four methods of diagnosis that the APP programming systems will be collected into
Preliminary data is uploaded in computer cloud server system by network, and the deep learning system is based on the four methods of diagnosis Information Number
Four methods of diagnosis preliminary data is standardized according to storehouse system, standardization four methods of diagnosis information is then transmitted to the illness Comprehensive Evaluation system
In system, the illness Comprehensive Evaluation system provides diagnosis report and feeds back to the APP programming systems, and the APP programming systems are led to
The normal procedure intelligent cell phone display is crossed to patient, while diagnostic result is transmitted to the analysing and differentiating of febrile disease in accordance with the theory of the six pair of channels inference system, described six
Through dialectical inference system by diagnosis report be transmitted separately to the dialectical inference rule storehouse system, the tranining database system and
The expert knowledge library system, the tranining database system and the expert knowledge library system according to diagnosis report by suit the medicine to the illness
The dialectical inference rule storehouse system is transmitted to through prescription information, the dialectical inference rule storehouse system is based on described big through prescription
Data digging system and the data message and integration through prescription proven case Database Systems come from the training data
Storehouse system and the expert knowledge library system feed back to the analysing and differentiating of febrile disease in accordance with the theory of the six pair of channels inference system through prescription information, pass through the analysing and differentiating of febrile disease in accordance with the theory of the six pair of channels
Inference system finally determine to suit the medicine to the illness through prescription, then provide prescription recommendation, feed back to the APP programming systems, the APP journeys
Sequence system by the normal procedure intelligent cell phone display to patient, by patient treat feedback prescription is constantly adjusted until
Recover.
2. it is according to claim 1 it is a kind of based on big data through prescription intelligence dialectical treatmert system, it is characterised in that：
The existing audit report is primarily referred to as the result that patient had checked in the blood sample of infection from hospital, urine sample and B ultrasound etc..
3. it is according to claim 1 it is a kind of based on big data through prescription intelligence dialectical treatmert system, it is characterised in that：
The analysing and differentiating of febrile disease in accordance with the theory of the six pair of channels inference system is《The Treatise on Fevrile Diseases》In the analysing and differentiating of febrile disease in accordance with the theory of the six pair of channels, be disease position and the state of an illness dialectical unity, substantially in table,
The differentiation of eight principles of negative and positive, fever and chills and actual situation.
4. it is according to claim 1 it is a kind of based on big data through prescription intelligence dialectical treatmert system, it is characterised in that：
Big data refers to the experience accumulated through prescription in terms of the clinical practice that the modern times enrich in the big data digging system through prescription
With extensive disease curing range.
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Cited By (15)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN108597587A (en) * | 2018-04-26 | 2018-09-28 | 南京大经中医药信息技术有限公司 | A kind of veteran TCM doctor's experience intelligence succession and clinical aid decision-making system and method |
| CN109509551A (en) * | 2018-11-01 | 2019-03-22 | 新博卓畅技术（北京）有限公司 | A kind of common disease intelligent diagnosing method and system |
| CN110164545A (en) * | 2019-04-15 | 2019-08-23 | 中国平安财产保险股份有限公司 | Data aid in treatment method, apparatus, computer equipment and storage medium |
| CN110310737A (en) * | 2018-12-07 | 2019-10-08 | 广州华久信息科技有限公司 | A kind of intelligent mobile terminal of tcm constitution health |
| CN110522436A (en) * | 2019-08-22 | 2019-12-03 | 天津森宇科技股份有限公司 | Pulse signal acquisition system |
| CN110827990A (en) * | 2019-10-31 | 2020-02-21 | 北京科技大学 | Typhoid fever syndrome differentiation reasoning system based on knowledge graph |
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| CN108597587A (en) * | 2018-04-26 | 2018-09-28 | 南京大经中医药信息技术有限公司 | A kind of veteran TCM doctor's experience intelligence succession and clinical aid decision-making system and method |
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