CN109360647A - An artificial intelligence-based traditional Chinese medicine diagnosis and treatment system - Google Patents
An artificial intelligence-based traditional Chinese medicine diagnosis and treatment system Download PDFInfo
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Abstract
本发明公开了一种基于人工智能的中医诊疗系统，包括：数据采集模块、数据分析模块、数据库管理模块、开方模块以及终端设备；数据采集模块将采集到的数据信息发送至数据分析模块；数据分析模块对数据信息进行分析并将结果同时发送至数据库管理模块和开方模块；数据库管理模块对结果进行存储；开方模块根据结果给出建议处方。该中医诊疗系统依托智能设备便捷采集望、闻、问、切的四诊信息，科学客观地对患者进行分析，给出合理的诊断结果和处方，大大方便了患者就医并提高了诊病速度；同时在应用过程中通过数据的不断收集，基于大数据的人工智能学习，不断提高诊疗决策的准确性，总结甚至发现新的规律，在一定程度上缓和了就医难、看病贵的矛盾。The invention discloses a traditional Chinese medicine diagnosis and treatment system based on artificial intelligence, comprising: a data collection module, a data analysis module, a database management module, a prescription module and a terminal device; the data collection module sends the collected data information to the data analysis module; The data analysis module analyzes the data information and sends the results to the database management module and the prescribing module at the same time; the database management module stores the results; the prescribing module gives suggested prescriptions according to the results. The traditional Chinese medicine diagnosis and treatment system relies on intelligent equipment to conveniently collect the four diagnosis information of sight, smell, question and cut, analyze the patients scientifically and objectively, and give reasonable diagnosis results and prescriptions, which greatly facilitates the patients to seek medical treatment and improves the speed of diagnosis; At the same time, through the continuous collection of data and artificial intelligence learning based on big data in the application process, the accuracy of diagnosis and treatment decisions is continuously improved, and new rules are summarized and even discovered, which alleviates the contradiction between difficult and expensive medical treatment to a certain extent.
Description
Technical field
The present invention relates to Chinese medicine Clinics, and in particular to a kind of Chinese medicine diagnosis and therapy system based on artificial intelligence；Belong to doctor
Learn technical field.
Background technique
Chinese medicine is a subject of diagnosis and prevention and treatment for studying Human Physiology, pathology and disease etc., carries Chinese Gu
The experience and theoretical knowledge struggled for the people with disease are the simple materialism and spontaneous Theories thought guidance in ancient times
Under, the theory of medicine system for gradually forming and developing into is practiced by long term medical.
Human body is regarded as the entity of gas, shape, mind using yin-yang and five elements as theoretical basis by traditional Chinese medicine, by " hoping to hear and ask
Cut that " method that ginseng is closed in the four methods of diagnosis seeks the cause of disease, characteristic of disease, sick position, the vital organs of the human body, channels and collaterals joint, qi and blood saliva in the analysis interpretation of the cause, onset and process of an illness and human body
The variation of liquid judges pathogenic and vital contention, and then obtains name of disease, and conclusion type of coming to testify is formulated with diagnosis and treatment principle " sweat, spit, under,
With temperature, it is clear, mend, disappear " etc. therapies made using a variety for the treatment of means such as Chinese medicine, acupuncture, massage, massage, cupping, the qigong, dietotherapy
Human body reaches yin-yang and reconciles and rehabilitation.
With the rapid development of modern medicine, international exchange is carried out extensively, and health care's theory has obtained unprecedented
Pay attention to, Chinese medicine also gradually moves towards internationalization, and more and more common people receive and favor Chinese medicine.But " four methods of diagnosis " of Chinese medicine
Diagnosis gimmick it is largely closely related with the working experience of doctor, which results in many veteran " in old
Doctor " No.1 is hard to find, causes difficult difficult situation of seeking medical advice；Degree of asymmetric information is serious between patient and doctor, forms hidden
The phenomenon that forming this, leading to the high cost of getting medical treatment.
In view of the foregoing, in current Internet era, if it is possible to by the skills such as the Chinese medicine four methods of diagnosis and internet, artificial intelligence
Art blends, and accumulates four methods of diagnosis big data, will can be improved the ability of diagnosing a disease and diagnose a disease speed, can also reduce diagnostic result for
The excessive dependence of doctors experience at once for service of Chinese medicine makes industry step into the fast-developing new stage.
Summary of the invention
To solve the deficiencies in the prior art, the purpose of the present invention is to provide a kind of Chinese medicines based on artificial intelligence technology to examine
Treatment system, auxiliary doctor obtain diagnostic result and provide suggestion prescription.
In order to achieve the above objectives, the present invention adopts the following technical scheme that:
A kind of Chinese medicine diagnosis and therapy system based on artificial intelligence characterized by comprising data acquisition module, data analysis module,
Database management module, rooting module and terminal device, the terminal device are divided into doctor terminal and patient end；The data are adopted
Collect module and collected data information is sent to data analysis module；The data analysis module analyzes data information
And result is sent to database management module and rooting module simultaneously；The database management module stores result,
Real-time update system data is continuously improved and improves database by self study and manual intervention in subsequent use process；Institute
It states rooting module to provide suggestion prescription according to result and feed back to doctor terminal, is sent to patient end after being confirmed by doctor.
Preferably, aforementioned data acquisition module passes through video acquisition, Image Acquisition, sound collection, pulse-tracing collection and craft
Typing various ways carry out data acquisition, are acquired by above various data, are able to comprehensively acquire the information of patient.
It is highly preferred that aforementioned data acquisition module includes:
Observation acquisition unit: the image or video information of the face of patient, tongue and whole body are acquired, or using manual typing
Mode inputs above- mentioned information；
Auscultation and olfaction acquisition unit: acquiring the acoustic informations such as voice, cough, the breathing of patient, or by the way of manual typing it is defeated
Enter above- mentioned information；
Interrogation acquisition unit: the symptom information of patient is obtained using the method for interactive question and answer；
Diagnosis by feeling the pulse acquisition unit: the pulse condition information of patient is acquired；
Above four acquisition units and the diagnosis gimmick of Chinese medicine " four methods of diagnosis " are perfectly in harmony, keep diagnostic result with a high credibility.
It is highly preferred that aforementioned interrogation acquisition unit is related to one of following information or a variety of: sleep, fever and chills, goes out skin
Sweat, diet, drinking-water, stool and urine, feelings will, pain, andrology, gynaecology.
More preferably, aforementioned data analysis module analyzes the collected data information of data acquisition module, generates
TCM syndrome sequence, aforementioned rooting module match optimal prescription letter according to the TCM syndrome sequence of acquisition from prescription database
Breath is sent to doctor terminal as prescription is suggested, doctor terminal is adjusted or confirms to suggestion prescription, generates final prescription, sends
To patient end.It is fast to diagnose speed, and patient could obtain diagnosis prescription after needing to confirm by doctor, avoid prescription devious
As a result it misleads to patient.
Still further preferably, rooting module generates prescription scoring according to the similarity for suggesting prescription and final prescription, instead
Database management module of feeding to improve and improve database can be realized diagnosis and therapy system self-correction in this way.
It is further preferred that aforementioned doctor terminal and patient end realize interaction, smart machine packet by the APP of smart machine
Include but be not limited to mobile phone, PAD etc..
Still further preferably, the APP of aforementioned doctor terminal and patient end passes through mobile communication network or WIFI is realized and connected
Connect interaction.
The invention has the beneficial effects that:
(1) the present invention is based on artificial intelligence technologys, provide a kind of Chinese medicine diagnosis and therapy system, the convenient acquisition of intelligent terminal is relied on to hope,
The four methods of diagnosis information hear, ask, cut, science objectively analyze patient profiles, provide reasonable diagnostic result and prescription, significantly
It facilitates patient to see a doctor and improve speed of diagnosing a disease, reduces the workload of doctor, mitigated medical treatment hardly possible to a certain extent, seen
The expensive contradiction of disease；
(2) Chinese medicine diagnosis and therapy system of the invention stores result by database management module, real-time update system data,
The convenient electronic health record for inquiring patient at any time, understands the progression of the disease situation of patient, mentions for the further research and development of medicine
For basic database；Also, in subsequent use process, which can be continuously improved and complete by self study and manual intervention
Kind database, by the continuous collection of data, the accurate of dicision of diagnosis and treatment is continuously improved in the artificial intelligence study based on big data
Property, it summarizes and even finds new rule, successive optimization diagnosis effect；
(3) rooting module matches optimal prescription information as suggestion according to the TCM syndrome sequence of acquisition from prescription database
Prescription, is sent to doctor terminal, and doctor terminal is adjusted or confirms to suggestion prescription, generates final prescription, be sent to patient end.It can
See, within the system, patient could obtain diagnosis prescription after needing to confirm by doctor, avoid prescription result devious to trouble
Person misleads, and medicine preciseness has some idea of.
Specific embodiment
Below in conjunction with detailed description of the invention by specific embodiments.
The Chinese medicine diagnosis and therapy system based on artificial intelligence of the present embodiment, comprising: data acquisition module, data analysis module,
Database management module, rooting module and terminal device.Wherein, terminal device is divided into doctor terminal and patient end, doctor terminal and
Patient end realizes connection interaction by the APP of smart machine, by mobile communication network or WIFI.
Collected data information is sent to data analysis module by data acquisition module.In order to which comprehensively acquisition is suffered from as far as possible
The acquisition mode of the information data of person, data acquisition module includes but is not limited to: video acquisition, Image Acquisition, sound collection, arteries and veins
As the various ways such as acquisition and manual typing.
Specifically, data acquisition module of the invention includes:
Observation acquisition unit: the image or video information of the face of patient, tongue and whole body are acquired, or using manual typing
Mode inputs above- mentioned information；
Auscultation and olfaction acquisition unit: acquiring the acoustic informations such as voice, cough, the breathing of patient, or by the way of manual typing it is defeated
Enter above- mentioned information；
Interrogation acquisition unit: the symptom information of patient is obtained using the method for interactive question and answer, is related to one of following information
It is or a variety of: sleep, skin, fever and chills, perspiration, diet, drinking-water, stool and urine, feelings will, pain, andrology, gynaecology etc..
Diagnosis by feeling the pulse acquisition unit: the pulse condition information of patient is acquired；
Above four acquisition units and the diagnosis gimmick of Chinese medicine " four methods of diagnosis " are perfectly in harmony, keep diagnostic result with a high credibility.
Data analysis module carries out analysis to data information and by result while being sent to database management module and evolution
Module.Specifically, by analyzing the collected data information of data acquisition module, TCM syndrome sequence, evolution are generated
Module matches optimal prescription information as prescription is suggested from prescription database, is sent to according to the TCM syndrome sequence of acquisition
Doctor terminal, doctor terminal are adjusted or confirm to suggestion prescription, generate final prescription, be sent to patient end.It is fast to diagnose speed, and
Patient could obtain diagnosis prescription after needing to confirm by doctor, and prescription result devious is avoided to mislead patient.
Database management module stores result, real-time update system data, in subsequent use process, by certainly
Study and manual intervention are continuously improved and improve database.
Self study method particularly includes: rooting module generates prescription according to the similarity of suggestion prescription and final prescription and comments
Point, database management module is fed back to, to improve and improve database, diagnosis and therapy system self-correction is can be realized in this way, gradually mentions
The reliability and confidence level of high diagnostic result.
To sum up, artificial intelligence Chinese medicine diagnosis and therapy system of the invention relies on intelligent terminal is convenient to acquire hope, hear, asking, cutting four
Information is examined, science objectively analyzes patient profiles, provides reasonable diagnostic result and prescription, greatly facilitate patient just
Cure and improve speed of diagnosing a disease, be conducive to eliminate doctor individual between diagnosis and treatment subjective differences, eliminate medical resource region between
Disparate development improves quality of medical care, reduces doctor's workload, has mitigated difficult, the high cost of getting medical treatment the lance of seeing a doctor to a certain extent
Shield.Generally speaking, diagnosis and therapy system of the invention can easily acquire data, and artificial intelligence is analyzed, and not need to increase substantially
Oil (gas) filling device cost can be popularized rapidly, obtain the medical data of magnanimity；In addition, the amplification of database is artificial intelligence again
The study of energy provides resource, so that diagnosis is more and more accurate and reliable.
The basic principles, main features and advantages of the invention have been shown and described above.The technical staff of the industry should
Understand, the above embodiments do not limit the invention in any form, all obtained by the way of equivalent substitution or equivalent transformation
Technical solution is fallen within the scope of protection of the present invention.
Claims (10)
1. a kind of Chinese medicine diagnosis and therapy system based on artificial intelligence characterized by comprising data acquisition module, data analyze mould
Block, database management module, rooting module and terminal device, the terminal device are divided into doctor terminal and patient end；
Collected data information is sent to data analysis module by the data acquisition module；
The data analysis module carries out analysis to data information and by result while being sent to database management module and evolution
Module；
The database management module stores result, real-time update system data, in subsequent use process, by certainly
Study and manual intervention are continuously improved and improve database；
The rooting module provides suggestion prescription according to result and feeds back to doctor terminal, is sent to patient end after being confirmed by doctor.
2. a kind of Chinese medicine diagnosis and therapy system based on artificial intelligence according to claim 1, which is characterized in that the data are adopted
Collect module and carries out data acquisition by video acquisition, Image Acquisition, sound collection, pulse-tracing collection and manual typing various ways.
3. a kind of Chinese medicine diagnosis and therapy system based on artificial intelligence according to claim 2, which is characterized in that the data are adopted
Collecting module includes:
Observation acquisition unit: the image or video information of the face of patient, tongue and whole body are acquired, or using manual typing
Mode inputs above- mentioned information；
Auscultation and olfaction acquisition unit: acquiring the acoustic informations such as voice, cough, the breathing of patient, or by the way of manual typing it is defeated
Enter above- mentioned information；
Interrogation acquisition unit: the symptom information of patient is obtained using the method for interactive question and answer；
Diagnosis by feeling the pulse acquisition unit: the pulse condition information of patient is acquired.
4. a kind of Chinese medicine diagnosis and therapy system based on artificial intelligence according to claim 3, which is characterized in that the interrogation is adopted
Collection unit is related to one of following information or a variety of: sleep, skin, fever and chills, perspiration, diet, drinking-water, stool and urine, feelings will, pain
Bitterly, andrology, gynaecology.
5. a kind of Chinese medicine diagnosis and therapy system based on artificial intelligence according to claim 1, which is characterized in that the data point
Analysis module analyzes the collected data information of data acquisition module, generates TCM syndrome sequence.
6. a kind of Chinese medicine diagnosis and therapy system based on artificial intelligence according to claim 5, which is characterized in that the evolution mould
Root tuber matches optimal prescription information as prescription is suggested from prescription database, is sent to doctor according to the TCM syndrome sequence of acquisition
It causes trouble.
7. a kind of Chinese medicine diagnosis and therapy system based on artificial intelligence according to claim 6, which is characterized in that doctor terminal is to building
View prescription is adjusted or confirms, generates final prescription, is sent to patient end.
8. a kind of Chinese medicine diagnosis and therapy system based on artificial intelligence according to claim 7, which is characterized in that rooting module root
It is suggested that the similarity of prescription and final prescription generates prescription scoring, database management module is fed back to, to improve and improve number
According to library.
9. described in any item a kind of Chinese medicine diagnosis and therapy systems based on artificial intelligence according to claim 1 ~ 8, which is characterized in that institute
It states doctor terminal and patient end and interaction is realized by the APP of smart machine.
10. a kind of Chinese medicine diagnosis and therapy system based on artificial intelligence according to claim 9, which is characterized in that the doctor
The APP of end and patient end passes through mobile communication network or WIFI realizes connection interaction.
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| CN110400633A (en) * | 2019-03-05 | 2019-11-01 | 徐永强 | Artificial intelligence based on clinical data learns processing system |
| CN110415813A (en) * | 2019-03-05 | 2019-11-05 | 徐永强 | The Chinese medicine diagnosis and treatment network platform based on artificial intelligence |
| CN110459316A (en) * | 2019-07-25 | 2019-11-15 | 珠海九松科技有限公司 | Medicine based on artificial intelligence and big data examines system in advance |
| 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 |
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| CN111128334A (en) * | 2019-11-06 | 2020-05-08 | 泰康保险集团股份有限公司 | Learning method and device of prescription generation system, electronic equipment and storage medium |
| CN111696669A (en) * | 2020-06-15 | 2020-09-22 | 山东搜搜中医信息科技有限公司 | Quantitative diagnosis of clinical multidimensional data of traditional Chinese medicine |
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| CN110459316A (en) * | 2019-07-25 | 2019-11-15 | 珠海九松科技有限公司 | Medicine based on artificial intelligence and big data examines system in advance |
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| CN111724895A (en) * | 2020-05-16 | 2020-09-29 | 张东 | Personalized traditional Chinese medicine diagnosis and treatment robot system based on artificial intelligence |
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| CN111883250A (en) * | 2020-07-21 | 2020-11-03 | 广州华见智能科技有限公司 | Traditional Chinese medicine auxiliary diagnosis and treatment system and method thereof |
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| CN112185503A (en) * | 2020-09-14 | 2021-01-05 | 深圳金草健康科技有限公司 | Intelligent auxiliary diagnosis system and method for traditional Chinese medicine |
| CN112345635A (en) * | 2020-10-28 | 2021-02-09 | 上海交通大学 | A gastroenterological diagnosis system based on the analysis of volatile organic compounds in exhaled gas |
| CN112420191A (en) * | 2020-11-23 | 2021-02-26 | 北京麦岐科技有限责任公司 | A TCM auxiliary decision-making system and method |
| CN113161010A (en) * | 2021-05-14 | 2021-07-23 | 复旦大学附属中山医院 | Auxiliary diagnosis system for distinguishing common cold, influenza and new coronavirus |
| CN114255866A (en) * | 2021-09-21 | 2022-03-29 | 董洪祥 | A smart medical big data management method based on artificial intelligence |
| 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 |
| CN115691789A (en) * | 2022-11-15 | 2023-02-03 | 湖南春播万象科技有限公司 | Digital prescription development method and system for traditional Chinese medicine application |
| CN117012339A (en) * | 2023-06-20 | 2023-11-07 | 安徽中医药大学 | Traditional Chinese medicine diagnosis data analysis system based on artificial intelligence |
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