CN107633876A - A kind of internet medical information processing system and method based on mobile platform - Google Patents
A kind of internet medical information processing system and method based on mobile platform Download PDFInfo
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- 238000012896 Statistical algorithm Methods 0.000 claims abstract 2
- 238000012216 screening Methods 0.000 claims description 14
- 230000005540 biological transmission Effects 0.000 claims description 12
- 238000004364 calculation method Methods 0.000 claims description 11
- 238000003745 diagnosis Methods 0.000 claims description 9
- 201000010099 disease Diseases 0.000 claims description 8
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- 206010011224 Cough Diseases 0.000 description 2
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Abstract
The present invention relates to the technical field of mobile terminal platform leading portion, backstage and data base handling system, disclose a kind of internet medical information processing system and method based on mobile platform, judge the user type of user, user type selects the inputting interface to match on user terminal for ill not medical client or the ill client that goes to a doctor, user；The typing information of illness recording module and case history recording module is sent in database by user terminal；The data of database are organized into JSON data formats and are sent to server, the data message of data store internal is compared using statistical algorithms for server, to obtain the probability interval of illness result and corresponding illness；Server is based on probability results and provides corresponding illness solution, and pathological data investigation book is generated, and user terminal is back to, to reach for the public/medical investigator, symptom is simply input by mobile end equipment, and obtains the purpose of auxiliary judgment information.
Description
Technical field
The present invention relates to the technical field of mobile terminal platform leading portion, backstage and data base handling system, in particular it relates to
A kind of internet medical information processing system and method based on mobile platform.
Background technology
In terms of case history input system：Existing database of case history input system, the either main flow towards the common people on the market
APP is applied, or the hospital database input system towards doctor, is based entirely on the input shape of txt/doc/excel texts
Formula, existing shortcoming are as follows：
1. symptom degree is difficult to natural language conversion：For example cough, it is divided into from the time for a long time in short term, divides in frequency
For high frequency low frequency, acoustically it is divided into crow sound metallic sound etc..Natural language conversion can be carried out easily by the system, so as to
It is weighted statistic of classification calculating.
2. carrying out pure manual text input completely, extremely inconvenient personnel are write.This means in being possible to
Hold in the memory that must inscribe author.
3. for more serious disease, main sign+big case history may have words up to a hundred altogether, the effect inputted by mobile phone terminal
It is much lower that rate compares push button input.
4. pure manual typing, cause the people of different document styles, either professional doctor, still ask the patient asked,
The information of the same patient's condition of typing might have a little difference.For no medical knowledge patient particularly in this way, cause nature
Language translation is that mechanical record language has great difficulty, it is difficult to carries out database classification storage.
In terms of database：
1. due to extremely free txt input forms, extremely nonstandard database purchase certainly will be caused.
2. highly difficult natural language conversion：Nonstandard database storage system, before statistics calculating is carried out, necessarily need
Want a set of complicated natural language converting system.
3. highly difficult mathematical modeling：Due to natural language transition problem, the input of user is must take into consideration in mathematical modeling
Transition problem.
4. content tendency is different：Most of app stresses " interrogation ", it is meant that most of app lays particular emphasis on the report of storage doctor
Accuse, and my database lays particular emphasis on data in itself.
In terms of diagnosis report：
Existing APP results report manner is " doctor is on diagnostics on the net " on the market.Not only greatly raised operation into
This, while abandon instantly popular big data statistics, neural computing trend.Its inferior position：
1. antihuman report：The mankind like data, numerical value, all like controlling all.
2. it is related to privacy of user：Demand be present for " cell-phone number ", " identification card number " and " address " of user, easily cause
The private information disclosure of user.
3. it can not carry out a macroscopical patient medical record from network/big data aspect and compare.
4. further recommendation is not provided：Can not be by calculating the macroscopical disease possibility obtained, to enter to therapeutic scheme
Row is recommended.
5. the ill possibility of patient can not be carried out possibility from mathematical angle and be quantified to carry out auxiliary diagnosis, especially
It is that quantized result can not allow to the open-and-shut understanding of client.
6. epidemic disease trend can not be subjected to additional calculations.
The content of the invention
In order to solve the above technical problems, the invention provides a kind of internet medical information processing system based on mobile platform
System and method can carry out letter when uncomfortable by mobile end equipment to reach for the public/medical investigator to symptom
Single input, and the purpose of auxiliary judgment information is obtained, solve existing medical information processing system in case history input system
The problem of larger defect be present in terms of aspect, database and in terms of diagnosis report.
In order to realize above-mentioned technique effect, technical scheme provided by the present invention is：A kind of interconnection based on mobile platform
Net medical information processing system, it is characterised in that including user terminal, server and database, wrapped in the user terminal
Illness recording module and case history recording module are included, the illness input module and case history recording module have matched be embedded in use respectively
The inputting interface of family terminal inner, inputting interface is interior to include virtual push button area, and the virtual push button area is used for user input data；
Communicate to connect between the user terminal and database, communicated to connect between database and the server；In the server
Including data comparing module and data transmission module, the data comparing module is connected with data transmission module, data transfer mould
Block is connected with the user terminal communication.
Further, the virtual push button area includes illness typing area and case history typing area, the illness typing area and disease
Go through typing area and carry out the typing of illness information and the typing of medical record information respectively.
Further, be equipped with the illness typing area multiple different illness virtual keys and physiological data typing by
Key.
Further, the case history typing area be provided with multiple different illness virtual keys, physiological data typing button with
And diagnosis information virtual key.
Further, the data comparing module is connected with data screening module, and data screening module passes with the data
Defeated module is connected.
A kind of internet medical information processing method based on mobile platform, it is characterised in that mainly include the following steps that：
(1) judge the user type of user, if user type is the ill client that do not go to a doctor, user select on user terminal with
The inputting interface that illness recording module matches, and Data Enter is carried out by the illness typing area of the inputting interface；If user
Type is the ill client that goes to a doctor, and user selects the inputting interface to match on user terminal with case history recording module, and passes through
The case history typing area of the inputting interface carries out Data Enter；
(2) the typing information of illness recording module and case history recording module is sent in database by user terminal；
(3) data of database are organized into JSON data formats and are sent to server, server is calculated using statistics
The data message of data store internal is compared method, to obtain the probability interval of illness result and corresponding illness；
(4) server is based on the corresponding illness solution of probability results offer of step (3), and generates pathological data tune
Look into book；
(5) pathological data investigation book is back to user terminal by server, and user terminal enters to pathological data investigation book
Row display.
Further, server is provided with data screening module in the step (3), is divided by data screening module comparing
Analyse result and carry out Advanced Search comparison.
Further, in the step (3) server compare analyze during by the different degrees of progress of same illness
Weighted calculation, and result of calculation is investigated into book by the pathological data in step (4) user is shown, medical outcome is entered
Row quantifies, and by statistical calculations result, calculates probability, probability interval, the shape for recommending the content such as therapeutic scheme, price directly to show
Formula is showed in pathological data investigation book.
Compared to prior art, the beneficial effects of the invention are as follows：
1st, in terms of case history input system：
(1) natural language converts：Client is simplified by inputting interface and inputs flow, accelerates user's input speed, is reduced non-
Professional person's input data and description self-condition difficulty；
(2) a variety of mode classifications：Based on the medical subject such as " diagnostics ", provided for non-professional personage and be based on " natural sense
By " classification illness recording module, for professional person/case history owner provides be based on " medical record writing " classify case history typing mould
Block, and carry out classification preservation in different storehouses；
(3) input standardization：Virtual push button area is used to optimize Input of Data, improves data normalization and uniformity,
It is convenient for database calculating；
(4) transmission specification：The input of specification, the requirement of transformat is reduced, can be carried out using JSON data formats
The transmission work of specialty is easy to carry out statistics of database calculating into server.
2nd, in terms of database purchase/calculating：
(1) high uniformity：Due to user's input content of high unity, high degree of uniformity is presented in database data, so as to
Data analysis；
(2) model simplification：Due to the database of high uniformity, the mathematical modeling of database can greatly be simplified；
(3) Advanced Search：Due to the database of high uniformity, Advanced Search function becomes relatively easy, mass data
In the case of, time range restriction is carried out, implant treatment scope limits, and the conditions such as illness extent and scope reduces, carries out Advanced Search
Operability lifting.
3rd, report preparing system：
(1) it is very clear：Medical report is easily understood, from possible illness, probability, suggested design, it is contemplated that/possible cost is pre-
Each result is counted to be shown；
(2) new visual angle：The system is to be based on statistics, rather than the angle of medical science, is provided for client's health auxiliary
Helping property diagnoses；And the mathematical result of complexity is clearly presented in face of client；In nowadays nerve net network calculations and big number
According to the epoch, this visual angle has unusual performance；
(3) digitization：It is not only statistical digitization, in addition to geographic position data, vocational distribution digitization, stream
The sick digitization of row, season/hydrographic data etc..
(4) complementary judgement：The internet exchanged based on network with pure words is not appropriate for carrying out Precise Diagnosis, only for
Carry out complementary diagnosis to be calculated, while probability control is carried out from result displaying, avoid diagnosis and legal risk.
4th, it is not related to privacy of user：System is interested only for the physiologic information of user, for " cell-phone number ", " identity
Card number " and " address " etc. information have no demand；By calculating the macroscopical illness possibility obtained, one kind/mono- can be obtained
Individual definite therapeutic scheme, and recommended.This scheme is generally to recommend to remove hospital admission, but for which specific family
Hospital, which section office, it is contemplated that time/expense, the recommendation that can be carried out substantially judge for selection by the user.
Brief description of the drawings
Fig. 1 is the workflow diagram of the internet medical information processing method provided by the invention based on mobile platform.
Embodiment
The present invention is further described in detail with reference to specific embodiment, following word is intended to indicate that this hair
Protection domain that is bright, being not intended to limit the present invention.
As shown in figure 1, the present invention can be implemented as follows, at a kind of internet medical information based on mobile platform
Reason system, including user terminal, server and database, the user terminal is interior to include illness recording module and case history typing
Module, the illness input module and case history recording module match the inputting interface being embedded in inside user terminal respectively, use
Family can carry out the switching of inputting interface according to its different user type, make user can be according to own situation by data message typing
Into illness input module or case history recording module, include virtual push button area in inputting interface, the virtual push button area uses
Family input data, with《Diagnostics》Deng for foundation, mankind's common disease is subjected to button input, control input is normative, empty
Intend button area and be distributed on inputting interface and can realize the design difficulty for reducing user terminal UI, increase the UI designs of inputting interface
Aesthetics, virtual push button area include multiple different virtual keys, and virtual key is greatly improved the input efficiency of information, virtually
Button for the different syndromes of user select and typing information；Communicate to connect, use between the user terminal and database
Family terminal communicates to connect in typing information Real-time Feedback to database between database and the server, server logarithm
It is compared according to the information stored in storehouse；Include data comparing module and data transmission module in the server, it is described
Data comparing module is connected with data transmission module, and data transmission module is connected with the user terminal communication, data transfer mould
Block can will compare analysis result and be back in real time on user terminal.
The virtual push button area includes illness typing area and case history typing area, and the illness typing area and case history typing are distinguished
Carry out not the typing of illness information and the typing of medical record information；The illness typing area and case history typing area input with illness respectively
Module and case history recording module are corresponding.As preferable, the illness typing area is studied based on " diagnostics ", and other doctors
Gain knowledge, or natural language is extracted from medical science, for example cough, be divided into from the time for a long time in short term, high frequency is divided into frequency
Low frequency, acoustically it is divided into crow sound, metallic sound etc..Natural language conversion can be carried out easily by the system, so as to carry out
Weighting classification statistics is calculated, and sufferer Data Enter is carried out by main body of UI controls, has what is be easily understood for unprofessional user
Feature；The case history typing area provides " the case history typing based on " medical record writing " classification for professional person/case history owner
Area ", the Data Enter efficiency and Data Enter accuracy of professional person/case history owner can be improved.
Multiple different illness virtual keys and physiological data typing button are equipped with the illness typing area；The disease
Go through typing area and be provided with multiple different illness virtual keys, physiological data typing button and diagnosis information virtual keys.As
Preferably, the physiological data typing button includes geographic position data input button, occupation data input button, height/body
Weight data input button, age data input button and life habit data input button, will not to the cell-phone number of user, live
Location or identification card number carry out typing, further ensure the privacy of user.The application uses illness typing area and case history typing
Area carries out typing for the data message of user, the high consistency that user describes for different syndromes can be realized, after being easy to
Further comparison analysis of the phase for data.
The data comparing module is connected with data screening module, and data screening module is connected with the data transmission module
Connect, data screening module can realize that the Advanced Search to the information of data compares.
A kind of internet medical information processing method based on mobile platform, is mainly included the following steps that：
(1) judge the user type of user, if user type is the ill client that do not go to a doctor, user select on user terminal with
The inputting interface that illness recording module matches, and Data Enter is carried out by the illness typing area of the inputting interface；If user
Type is the ill client that goes to a doctor, and user selects the inputting interface to match on user terminal with case history recording module, and passes through
The case history typing area of the inputting interface carries out Data Enter；It is preferred that compared to existing system using blank out
TXT document box, user, which is more willing to appreciate, is full of the operation interface of virtual key, and compare TXT documents from UI designs will be more
Add easily.
(2) the typing information of illness recording module and case history recording module is sent in database by user terminal；By
In using the inputting interface that illness recording module and case history recording module match to obtain the logging data of high uniformity, realize
The database of high uniformity is stored, great simplification occurs in the mathematical modeling of its database；
(3) data of database are organized into JSON data formats and are sent to server, server is calculated using statistics
The data message of data store internal is compared method, passes through clear and definite machine language, and the database number of standardization
According to, greatly simplify the calculation process of database and calculate pressure, with obtain may be ill illness result and corresponding illness
Probability confidential interval；Generally, the data information content of typing includes user's mainly uncomfortable illness/main sign illness, greatly
Case history etc.；
(4) server is based on the corresponding illness solution of probability results offer of step (3), specifically, server base
In the result of property of probability, recommendatory disease solution is provided.On the basis of " recommending medical treatment to be diagnosed ", recommend phase
Processing scheme (including with effective prescription, with survival dose etc.) is closed, recommends hospital's medical courses in general, it is contemplated that budget etc., and generate pathological data
Investigate book；Pathological data investigation school bag includes the auxiliary prediction of illness, prediction probability (prediction probability is no more than 60% in principle),
Prediction probability displaying is controlled simultaneously, avoids carrying out excessively accurately judging, the recommendation therapeutic scheme based on prediction, it is contemplated that
Cost etc.；
(5) pathological data investigation book is back to user terminal by server, and user terminal enters to pathological data investigation book
Row display, by the result of calculation in server, orderliness is clearly presented in face of customer in the form of report.
Server is provided with data screening module in the step (3), is entered by data screening module to comparing analysis result
Row Advanced Search compares, and in the case of mass data, data screening module carries out time range restriction, implant treatment scope
Limit and the conditions such as illness extent and scope reduces limit, carry out the operability lifting of Advanced Search comparison；
Server being weighted same illness in various degree during analysis is compared in the step (3),
By weighted calculation more accurately to analyze the indication corresponding to illness, so as to obtain the confidential interval of illness；And will
Result of calculation investigates book by the pathological data in step (4) and user is shown, actually by the medical outcome amount of progress
Change, by statistical calculations result, calculate probability, probability interval, the form exhibition for recommending the content such as therapeutic scheme, price directly to show
It is shown in pathological data investigation book.
Relative to existing report manner, the statistics angle of the application, mathematically auxiliary is carried out for user's situation
Calculating is helped to refer to, user can statistically be obtained intuitively information and reliably reported to use by pathological data investigation book
Family.
Any one skilled in the art the invention discloses technical scope in, can readily occur in change or
Replace, should all be included within the scope of the present invention.Therefore, protection scope of the present invention should be with the guarantor described in claim
Shield scope is defined.
Claims (8)
1. a kind of internet medical information processing system based on mobile platform, it is characterised in that including user terminal, server
And database, the user terminal is interior to include illness recording module and case history recording module, the illness input module and disease
Go through recording module and match the inputting interface being embedded in inside user terminal respectively, include virtual push button area, institute in inputting interface
State virtual push button area and be used for user input data；Communicated to connect between the user terminal and database, database and the clothes
Communicated to connect between business device；Include data comparing module and data transmission module, the data comparing module in the server
It is connected with data transmission module, data transmission module is connected with the user terminal communication.
2. the internet medical information processing system according to claim 1 based on mobile platform, it is characterised in that described
Virtual push button area includes illness typing area and case history typing area, and the illness typing area and case history typing area carry out illness letter respectively
The typing of breath and the typing of medical record information.
3. the internet medical information processing system according to claim 2 based on mobile platform, it is characterised in that described
Multiple different illness virtual keys and physiological data typing button are equipped with illness typing area.
4. the internet medical information processing system according to claim 2 based on mobile platform, it is characterised in that described
Case history typing area is provided with multiple different illness virtual keys, physiological data typing button and diagnosis information virtual keys.
5. the internet medical information processing system according to claim 1 based on mobile platform, it is characterised in that described
Data comparing module is connected with data screening module, and data screening module is connected with the data transmission module.
A kind of 6. internet medical information processing method based on mobile platform, it is characterised in that mainly include the following steps that：
(1) judge the user type of user, if user type is the ill client that do not go to a doctor, user select on user terminal with illness
The inputting interface that recording module matches, and Data Enter is carried out by the illness typing area of the inputting interface；If user type
For the ill client that goes to a doctor, user selects the inputting interface to match on user terminal with case history recording module, and defeated by this
The case history typing area for entering interface carries out Data Enter；
(2) the typing information of illness recording module and case history recording module is sent in database by user terminal；
(3) data of database are organized into JSON data formats and are sent to server, server uses statistical algorithms pair
The data message of data store internal is compared, to obtain the probability interval of illness result and corresponding illness；
(4) server is based on the corresponding illness solution of probability results offer of step (3), and generates pathological data investigation
Book；
(5) pathological data investigation book is back to user terminal by server, and user terminal shows to pathological data investigation book
Show.
7. the internet medical information processing method according to claim 6 based on mobile platform, it is characterised in that described
Server is provided with data screening module in step (3), and Advanced Search ratio is carried out to comparing analysis result by data screening module
It is right.
8. the internet medical information processing method according to claim 6 based on mobile platform, it is characterised in that described
In step (3) server compare analyze during being weighted same illness in various degree, and by result of calculation
Book is investigated by the pathological data in step (4) to be shown user.
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| CN108573758A (en) * | 2018-04-26 | 2018-09-25 | 贵州大学 | An intelligent medical big data service system and application method |
| CN109446191A (en) * | 2018-11-09 | 2019-03-08 | 医渡云（北京）技术有限公司 | Medical treatment data processing system and method, storage medium and electronic equipment |
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| CN111147474B (en) * | 2019-12-23 | 2022-09-13 | 深圳平安医疗健康科技服务有限公司 | Data encryption transmission method and device, computer equipment and storage medium |
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