CN105303060A - Gastropathy expert system based on mobile terminal - Google Patents
Gastropathy expert system based on mobile terminal Download PDFInfo
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- CN105303060A CN105303060A CN201510823266.0A CN201510823266A CN105303060A CN 105303060 A CN105303060 A CN 105303060A CN 201510823266 A CN201510823266 A CN 201510823266A CN 105303060 A CN105303060 A CN 105303060A
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Abstract
The invention relates to a gastropathy expert system based on a mobile terminal. The Gastropathy expert system comprises a patient mobile terminal, a server and a gastropathy expert database, wherein the patient mobile terminal is used for interaction with the server; the gastropathy expert database is used for storing gastropathy expert data, and providing gastropathy expert data to the server; the server is internally provided with an interaction system and a semantic analysis system, and used for acquiring the disease information of the patient through the dynamic interaction between the interaction system and the patient mobile terminal, then carrying out semantic analysis on the data through the semantic analysis system so as to obtain the key words of the disease information of the patient, searching the related data in the gastropathy expert database according to the key words, and finally sending the data to the patient mobile terminal after the data is processed by the interaction system. Compared with the prior art, the gastropathy expert system has the advantages that the complicated human-computer interaction function is realized, the targeted specialized guidance is provided for the patient conveniently in real time according to the data provided by the patient, the use is convenient, the suggestion is professional, and the real-time consultancy can be realized.
Description
[technical field]
The present invention relates to medical treatment & health technical field, specifically a kind of stomach trouble expert system based on mobile terminal.
[background technology]
Stomach trouble is one of common disease, as the saying goes " ten people nine stomaches ", and what say is exactly the incidence of disease that stomach trouble has superelevation.Along with the quickening of rhythm of life, people work and rest, diets tend is irregular, cause the incidence of disease of stomach trouble more and more higher.Stomach trouble not only affects the appetite of people, also affects normal live and work.But stomach trouble has a variety of kind, when treatment, patient should see clearly that the stomach trouble of oneself belongs to any.At present, mainly by arriving hospital's referring physician, or conventional stomach medicine is bought to pharmacy.But the former is too strong to the dependence of doctor, the judgement of doctor to conditions of patients can be affected because of the medical skill level of doctor, the length of consulting time, patient statement at that time; The latter then can not have enough knowledge to oneself state of an illness because of patient, thus causes the deterioration of the state of an illness.
[summary of the invention]
Object of the present invention is exactly will solve above-mentioned deficiency and provide a kind of stomach trouble expert system based on mobile terminal, achieve complicated human-computer interaction function, the data that can provide according to patient are easily in real time for patient provides specialized guidance targetedly, and easy to use, suggestion specialty, Instant-Counseling.
Design a kind of stomach trouble expert system based on mobile terminal for achieving the above object, comprise patient mobile terminal, server and stomach trouble expert database, wherein, patient mobile terminal, for carrying out dynamic interaction between server; Stomach trouble expert database, for storing the expert data of stomach trouble, and provides stomach trouble expert data to server; Server, be built-in with interactive system and semantic parsing system, dynamic interaction is carried out by interactive system and patient mobile terminal, obtain the state of an illness information of patient, then by semantic parsing system, semantic analysis is carried out to these data, obtain the keyword describing conditions of patients information, then in stomach trouble expert database, search for relevant data according to keyword, finally, data are by being sent to patient mobile terminal after interactive system process.
Described server utilizes human-computer interaction technology in conjunction with the data in stomach trouble expert database in advance, generates a set of decision-tree model, and the information that described decision-tree model is submitted to according to patient is dynamically carried out with patient alternately.
The data that described interactive system is submitted to according to patient are in conjunction with decision-tree model, accurately, dynamically put question to patient, in the mutual process of interactive system and patient mobile terminal, interactive system not only obtains the state of an illness information of patient, also obtain the essential information of patient, this essential information comprises age of patient, sex, body weight, health and diet.
Described semantic parsing system by semantic analysis algorithm in conjunction with Keywords matching system, keyword extraction is carried out to the data that patient submits to, after keyword extraction completes, server by utilizing Keywords matching system carries out Data Matching in stomach trouble expert database, search for the expert data of this sufferer, and provide therapeutic scheme in conjunction with the essential information of patient for patient according to the expert data obtained in expert database.
The expert data stored in described stomach trouble expert database comprises rudimentary knowledge, achievement in research, the expert clinical practical experience of stomach trouble.
Transmission data are carried out by internet between described patient mobile terminal and server.
The present invention compared with the existing technology, by being provided with server, patient mobile terminal and stomach trouble expert database, wherein, server is used for processing data, patient mobile terminal is used for carrying out alternately with server, stomach trouble expert database is then for providing the support of stomach trouble expert data to server, during use, server is by the dynamic interaction with patient mobile terminal, obtain the state of an illness information of patient, then these information are processed, extract keyword, and the data in the keyword obtained and expert database are carried out Keywords matching, after having mated, the data that essential information and expert database in conjunction with patient feeds back are that patient customizes suitable therapeutic scheme by server, thus achieve complicated human-computer interaction function, the sufferer information of energy Obtaining Accurate patient, and by semantic analysis and Keywords matching algorithm, be that patient customizes suitable therapeutic scheme in conjunction with the data in expert database, the data that can provide according to patient are easily in real time for patient provides specialized guidance targetedly, achieve easy to use, suggestion specialty, the effects such as Instant-Counseling.
[accompanying drawing explanation]
Fig. 1 is theory diagram of the present invention.
[embodiment]
The invention provides a kind of stomach trouble expert system based on mobile terminal, comprising: patient mobile terminal, server and stomach trouble expert database, wherein, patient mobile terminal, for carrying out dynamic interaction between server; Stomach trouble expert database, for storing the expert data of stomach trouble, and provides stomach trouble expert data to server; Server, be built-in with interactive system and semantic parsing system, dynamic interaction is carried out by interactive system and patient mobile terminal, obtain the state of an illness information of patient, then by semantic parsing system, semantic analysis is carried out to these data, obtain the keyword describing conditions of patients information, then in stomach trouble expert database, search for relevant data according to keyword, finally, data are by being sent to patient mobile terminal after interactive system process.
Wherein, server utilizes human-computer interaction technology in conjunction with the data in stomach trouble expert database in advance, generates a set of decision-tree model, and the information that decision-tree model is submitted to according to patient is dynamically carried out with patient alternately.The data that interactive system is submitted to according to patient are in conjunction with decision-tree model, accurately, dynamically put question to patient, in the mutual process of interactive system and patient mobile terminal, interactive system not only obtains the state of an illness information of patient, also obtain the essential information of patient, this essential information comprises age of patient, sex, body weight, health and diet.Semantic parsing system by semantic analysis algorithm in conjunction with Keywords matching system, keyword extraction is carried out to the data that patient submits to, after keyword extraction completes, server by utilizing Keywords matching system carries out Data Matching in stomach trouble expert database, search for the expert data of this sufferer, and provide therapeutic scheme in conjunction with the essential information of patient for patient according to the expert data obtained in expert database.The expert data stored in stomach trouble expert database comprises the rudimentary knowledge, achievement in research, part relevant expert clinical practice experience etc. of stomach trouble.
Below in conjunction with specific embodiment, following further illustrating is done to the present invention:
Patient mobile terminal of the present invention is used for and carries out dynamic interaction between system.Special software is equipped with in patient mobile terminal, for patient provides an attractive in appearance and easy-to-use interface.Stomach trouble expert database, for storing a large amount of expert data relevant with stomach trouble, comprises the rudimentary knowledge of stomach trouble, achievement in research, part relevant expert clinical practice experience etc.Server is used for and patient carries out dynamic interaction, and obtain the sufferer information of patient, then carry out several keywords that semantic analysis obtains describing patient's sufferer information, server searches for relevant data according to keyword in stomach trouble expert database.Finally, data are sent to the mobile terminal of patient by the process of interactive system.
Carry out transmission data by internet between this patient mobile terminal and server, follow the Data Transport Protocol in internet.It is mutual that server realizes between patient mobile terminal by interactive system, interactive system is connected to decision-tree model, decision-tree model can according to patient submit to data accurately, dynamically decision system institute will to patient enquirement problem, this decision-tree model is by the data in existing expert database and human-computer interaction technology, is generated by the method for machine learning.This model can be dynamically mutual with patient according to the feedback information of patient.Because patient lacks the medical knowledge of specialty, before generation decision tree, system can process data, some technical terms is transformed into the accessible word of ordinary people, reduces the appearance of technical term as far as possible.When patients answer's system problem, the interface of patient mobile terminal can provide several with reference to vocabulary, facilitate user to answer a question exactly.In the mutual process of interactive system and mobile terminal, not only to obtain the state of an illness information of patient, also will obtain the essential information of patient, as: the age of patient, sex, body weight, health and diet etc.Patient should be detailed as much as possible when submission information, and be conducive to the judgement of system to conditions of patients like this, patient is when answer system problem, can provide a word in form, one is changed, or one section of word, can be the objective fact in terms of content, or subjective impression.
Server is built-in semantic parsing system, this systemic effect is to extract the keyword that can describe conditions of patients information, after patient mobile terminal and server complete dynamic interaction, server can be passed to the data that interactive system gets in semantic parsing system, and semantic parsing system can carry out keyword extraction in conjunction with Keywords matching system to the data of patient.After keyword extraction completes, server carries out Data Matching by utilizing Keywords matching system in stomach trouble expert database, searches for the expert data of this sufferer.The information provided due to patient is not necessarily very clear, so the result of Data Matching not necessarily meets completely.After Keywords matching completes, matching result can be fed back to server by shutdown word matching system together with data degree of agreement.The expert data obtained and data degree of agreement are provided rational therapeutic scheme in conjunction with the essential information of patient for patient by server, this therapeutic scheme can be transferred to the mobile terminal of patient by interactive system, after data-pushing completes, the information of patient and therapeutic scheme can be stored in expert database by server, follow the trail of for conditions of patients.Server also can be concrete according to patient state of an illness information, follow the trail of the state of an illness of patient termly, and according to the feedback of patient, server suitably can revise the user data in expert database.
The present invention, by the restriction of above-mentioned embodiment, change, the modification done, substitutes, combines, simplifies under other any does not deviate from Spirit Essence of the present invention and principle, all should be equivalent substitute mode, is included within protection scope of the present invention.
Claims (6)
1. based on a stomach trouble expert system for mobile terminal, it is characterized in that: comprise patient mobile terminal, server and stomach trouble expert database, wherein,
Patient mobile terminal, for carrying out dynamic interaction between server;
Stomach trouble expert database, for storing the expert data of stomach trouble, and provides stomach trouble expert data to server;
Server, be built-in with interactive system and semantic parsing system, dynamic interaction is carried out by interactive system and patient mobile terminal, obtain the state of an illness information of patient, then by semantic parsing system, semantic analysis is carried out to these data, obtain the keyword describing conditions of patients information, then in stomach trouble expert database, search for relevant data according to keyword, finally, data are by being sent to patient mobile terminal after interactive system process.
2. as claimed in claim 1 based on the stomach trouble expert system of mobile terminal, it is characterized in that: described server utilizes human-computer interaction technology in conjunction with the data in stomach trouble expert database in advance, generate a set of decision-tree model, the information that described decision-tree model is submitted to according to patient is dynamically carried out with patient alternately.
3. as claimed in claim 1 or 2 based on the stomach trouble expert system of mobile terminal, it is characterized in that: the data that described interactive system is submitted to according to patient are in conjunction with decision-tree model, accurately, dynamically put question to patient, in the mutual process of interactive system and patient mobile terminal, interactive system not only obtains the state of an illness information of patient, also obtain the essential information of patient, this essential information comprises age of patient, sex, body weight, health and diet.
4. as claimed in claim 3 based on the stomach trouble expert system of mobile terminal, it is characterized in that: described semantic parsing system by semantic analysis algorithm in conjunction with Keywords matching system, keyword extraction is carried out to the data that patient submits to, after keyword extraction completes, server by utilizing Keywords matching system carries out Data Matching in stomach trouble expert database, search for the expert data of this sufferer, and provide therapeutic scheme in conjunction with the essential information of patient for patient according to the expert data obtained in expert database.
5., as claimed in claim 4 based on the stomach trouble expert system of mobile terminal, it is characterized in that: the expert data stored in described stomach trouble expert database comprises rudimentary knowledge, achievement in research, the expert clinical practical experience of stomach trouble.
6., as claimed in claim 5 based on the stomach trouble expert system of mobile terminal, it is characterized in that: between described patient mobile terminal and server, carry out transmission data by internet.
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| CN106250708A (en) * | 2016-08-16 | 2016-12-21 | 广州比特软件科技有限公司 | A kind of on-line consulting method and system |
| CN107045587A (en) * | 2016-12-30 | 2017-08-15 | 北京光年无限科技有限公司 | A kind of interaction output intent and robot for robot |
| CN107341750A (en) * | 2016-04-28 | 2017-11-10 | 深圳市前海聚财团投资有限公司 | A kind of Intelligent psychological health services system |
| CN107358052A (en) * | 2017-07-18 | 2017-11-17 | 广州有宠网络科技股份有限公司 | A kind of system and method that artificial intelligence interrogation is carried out to pet disease |
| CN107358043A (en) * | 2017-07-10 | 2017-11-17 | 山东省立医院 | Method is examined in intelligent remote medical treatment point |
| CN107368677A (en) * | 2017-07-10 | 2017-11-21 | 山东省立医院 | Intelligent remote medical treatment system for distribution of out-patient department |
| CN107833602A (en) * | 2017-11-06 | 2018-03-23 | 广州优涵信息技术有限公司 | A kind of self-closing disease rehabilitation service system based on mobile terminal |
| CN107993708A (en) * | 2017-11-09 | 2018-05-04 | 青岛未来移动医疗科技有限公司 | A kind of respiratory disorder intelligence diagnosis and therapy system and control application method |
| CN108053883A (en) * | 2017-12-22 | 2018-05-18 | 北京鑫丰南格科技股份有限公司 | Patient advisory's opinion generating means and system |
| CN111768818A (en) * | 2020-06-05 | 2020-10-13 | 上海市浦东医院（复旦大学附属浦东医院） | Artificial intelligence-based pelvis fracture first-aid decision-making system and method |
| CN112002414A (en) * | 2020-08-23 | 2020-11-27 | 吾征智能技术(北京)有限公司 | Gastric juice cognition-based stomach disease system, equipment and storage medium |
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| CN107368677A (en) * | 2017-07-10 | 2017-11-21 | 山东省立医院 | Intelligent remote medical treatment system for distribution of out-patient department |
| CN107358052A (en) * | 2017-07-18 | 2017-11-17 | 广州有宠网络科技股份有限公司 | A kind of system and method that artificial intelligence interrogation is carried out to pet disease |
| CN107833602A (en) * | 2017-11-06 | 2018-03-23 | 广州优涵信息技术有限公司 | A kind of self-closing disease rehabilitation service system based on mobile terminal |
| CN107993708A (en) * | 2017-11-09 | 2018-05-04 | 青岛未来移动医疗科技有限公司 | A kind of respiratory disorder intelligence diagnosis and therapy system and control application method |
| CN107993708B (en) * | 2017-11-09 | 2022-03-11 | 青岛未来移动医疗科技有限公司 | Intelligent diagnosis and treatment system for respiratory diseases and control and use method |
| CN108053883A (en) * | 2017-12-22 | 2018-05-18 | 北京鑫丰南格科技股份有限公司 | Patient advisory's opinion generating means and system |
| CN111768818A (en) * | 2020-06-05 | 2020-10-13 | 上海市浦东医院（复旦大学附属浦东医院） | Artificial intelligence-based pelvis fracture first-aid decision-making system and method |
| CN112002414A (en) * | 2020-08-23 | 2020-11-27 | 吾征智能技术(北京)有限公司 | Gastric juice cognition-based stomach disease system, equipment and storage medium |
| CN112002414B (en) * | 2020-08-23 | 2024-01-26 | 吾征智能技术(北京)有限公司 | Gastric juice-based system, gastric juice-based equipment and gastric juice-based storage medium |
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