CN109036585A - A kind of medical platform construction method of servicing and system online - Google Patents
A kind of medical platform construction method of servicing and system online Download PDFInfo
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- CN109036585A CN109036585A CN201810820902.8A CN201810820902A CN109036585A CN 109036585 A CN109036585 A CN 109036585A CN 201810820902 A CN201810820902 A CN 201810820902A CN 109036585 A CN109036585 A CN 109036585A
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H80/00—ICT specially adapted for facilitating communication between medical practitioners or patients, e.g. for collaborative diagnosis, therapy or health monitoring
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H40/00—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices
- G16H40/20—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the management or administration of healthcare resources or facilities, e.g. managing hospital staff or surgery rooms
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Abstract
The invention discloses a kind of online platform construction method of servicing of medical treatment and system, method include establish medical data base, receive request, wake up medical staff's service, reservation determinations, tentative diagnosis, diagnostic result are fed back；System includes server memory module, medical staff's client modules, reservation selection determining module, medical staff's client modules, communication module, voice input processing module, words input module, inquiry filing keyword generation module, screening search result generation module and feedback module.The present invention is able to solve that existing medical treatment program is cumbersome, difficult problem of registering, the efficiency and portability of medical services can effectively be promoted, reduce medical staff's waiting time, alleviate medical pressure, the Self-Service of precise and high efficiency is realized by Internet technology, with system intelligent degree, high, the advanced science of method, there is higher practical value and broad application prospect.
Description
Technical field
The present invention relates to field of intelligent control technology, and in particular to a kind of online platform construction method of servicing of medical treatment and is
System.
Background technique
With the development of mobile internet, gradually popular based on webpage and the online customer service system of APP client, therefore
Convenient, the efficient feature of field of medical service portable medical instrument is concerned, portable medical by portable mobile device and
Wireless communication technique provides medical services and information, and relevant medical treatment, information, mechanics of communication are tending to be mature, but still depositing
In following defect:
One side China aging populations continue to increase, and the decline of the elderly's physical function causes disease to take place frequently, and work as Forward
Unfavorable factor existing for dynamic medical model increases the medical difficulty of epidemiology, complicated for operation not convenient enough, the elderly
The decline of eyesight judgement can not effectively the accurate text input state of an illness, reasonable selection department and register；
On the other hand limited medical worker, medical resource and technology are difficult to meet growing medical demand, disease
The hysteresis quality of diagnosis, Allocation of Medical Resources it is unreasonable, shortage timely and effectively treat, seriously affect to patient's diagnostic service
Quality, or even aggravation conditions of patients；Within the limited medical services time, patient base is larger, and patient obtains effective medical
The time of service is insufficient, to the exhibiting hysteresis property of healing and retardance of disease；The factors such as the confusing communication of doctors and patients cause currently
Doctor-patient relationship constant tension；
Furthermore existing medical services lack the follow-up service of sustainability, it is difficult to accomplish timely and effectively to feed back, to doctor
It treats data information and lacks effective integration, portable medical service quality is caused not can guarantee.
Summary of the invention
In view of the deficiencies of the prior art, the present invention provides a kind of medical platform construction method of servicing and system online, the party
Method and system are able to solve that existing medical treatment program is cumbersome, difficult problem of registering, can effectively be promoted medical services efficiency and
Portability reduces medical staff's waiting time, alleviates medical pressure, realize the self-service of precise and high efficiency by Internet technology
Service has system intelligent degree height, the advanced science of method, there is higher practical value and broad application prospect.
The present invention solves technical problem and adopts the following technical scheme that
The present invention provides a kind of online platform construction method of servicing of medical treatment, comprising the following steps:
S1, medical data base, including illness information subdata base, department's information subdata base, medical staff's information are established
Subdata base, medical staff's information subdata base；
It include being subordinate to department according to disease symptoms information, the disease of human body classification in the illness information subdata base
Information, result of laboratory test mapping disease information and disease common method for the treatment of information；
Department's information subdata base includes department's name information, department's treatment disease information, department's instrument and equipment letter
Breath, department's medical staff's information, department's medical staff's reservation information and department's ward bed information；
Medical staff's information subdata base includes medical staff's educational information, the affiliated department's information of medical staff, doctor
Pay a home visit information, medical staff of shield personnel academic title information, medical staff is good at realm information and medical staff reservation information；
Medical staff's information subdata base includes medical staff's ID address information, medical staff's history information, just
Doctor personnel medical imaging analysis data information and medical staff's account information；
S2, medical staff's request is received, wakes up medical staff's service, specifically includes:
S21, voice input service and words input service are provided so that medical staff inputs personal information and the state of an illness is retouched
It states, wherein voice input service includes:
S211, personal user's name password account information, individual are included using system prompt, medical staff's answer form input
The voice data of demand information and illness description；
When typing medical staff answers voice, the answer voice messaging is pre-processed, when obtaining voice input
Between data, the voice input time data include that average individual character input interval time TP, maximum individual character input interval time TM
With zero volume duration T 0；
Judge zero volume duration T 0 and preset audio end time T, when T0 is greater than T, terminates the input of this voice；
Judge that zero volume duration T 0 inputs interval time TM with maximum individual character, when T0 is greater than TM, terminates this voice
Input, adjustment T0 value gradually decrease its value to level off to the maximum individual character input interval time TM；
S212, speech recognition is carried out to the voice data of acquisition, specifically:
Obtain the corresponding candidate character strings of voice data；
Medical field language model is called, determines that the candidate character strings are corresponding in medical field language model
Profession matching angle value；
Ordinary language model is called, determines basic matching value of the candidate character strings in ordinary language model；
Probability enhancing coefficient is obtained to total matching probability of the candidate character strings in conjunction with the basic matching probability；
According to total matching probability of each candidate character strings, the probability of the words and phrases sequence of each candidate character strings composition is calculated, and
According to the corresponding language text of voice signal described in the highest word order column-generation of probability, using the language text as the voice
The recognition result of signal；
S22, according to the language text that words input or speech recognition obtain in step S21, inquired, filed and closed
Keyword generates operation, specifically includes:
S221, it is inquired using dichotomy, personal user's name password account text information is sub with medical staff's information one by one
Information in database is matched, and next step is entered if successful match, otherwise user is prompted to re-enter or infuse
The new user of volume, medical staff's information subdata base is updated when new user completes to register；
S222, illness description text information and illness information subdata base text are word for word inquired, if encountering matching word
Language then saves as character string structure, counts duplicate word frequency of occurrence in character string, arranges according to number descending, will sort the
One word as searching keyword, sort second word as screening searching keyword；
S23, department's information subdata base and medical staff's information subdata base are traversed according to searching keyword, is obtained
To first traversing result, then postsearch screening is carried out using screening searching keyword to first traversing result and obtains final department's retrieval
As a result with medical staff's search result；
The department's search result and medical staff's search result that S3, medical staff feed back according to step S2 voluntarily select to determine
Department and doctor are reserved, while by medical staff's relevant information search access right in medical treatment personal information subdata base to the reservation
Department and doctor are open, and department's medical staff's reservation information and medical staff's information in real-time update department information subdata base
Medical staff in subdata base reservation information；
S4, medical staff are studied and judged to obtain tentative diagnosis knot to the various information in medical staff's information subdata base
Fruit, and tentative diagnosis result is sent to medical staff；
S5, medical staff make feedback according to tentative diagnosis result, specifically include:
If in tentative diagnosis result including further facial diagnosis, paid a home visit the information reservation facial diagnosis time according to medical staff, and
According to the inspection item that tentative diagnosis result includes, the item inspection time is reserved；
If in tentative diagnosis result not including further facial diagnosis, suggested buying related drug and inspection according to medical staff
Project is looked into, and by treatment results continuous transmission to medical staff's information subdata base, to realize that medical staff carries out continuing tracking
Guidance, until medical staff's rehabilitation；
After S6, medical staff complete coherence check and facial diagnosis according to subscription time, medical staff is by facial diagnosis result and treatment
Opinion forms electronic health record and is uploaded to medical staff's information subdata base, includes patient main suit, medical history letter in the electronic health record
Breath, diagnostic message, doctor's advice information and the medical image information based on picture or video；
S7, medical staff's treatment watch capable of reminding, including body item inspection are formed according to the doctor's advice information that medical staff provides
Timetable, drug administration dosage timetable and points for attention table, remind medical staff to take drugs in time according to treatment watch capable of reminding,
Physical examination and points for attention；
S8, the receipts paid a home visit in information when tentative diagnosis result is sent to medical staff by medical staff according to medical staff
Expense standard information completes movement of withholing from medical staff's account；
When facial diagnosis time and item inspection time are completed in reservation, movement of withholing in advance is completed from medical staff's account,
After medical staff completes coherence check and facial diagnosis according to subscription time, facial diagnosis result and treatment advice are formed electronics by medical staff
Movement of withholing is completed when case history is uploaded to medical staff's information subdata base.
Preferably, the online platform construction method of servicing of the medical treatment further includes step S9: after completing this Medical service,
Medical staff can the service respectively to department and medical staff score and suggestion feedback, in the scoring and suggestion feedback
It reaches in hospital people management department server.
It preferably, further include navigation subdata base in position in the medical data base, the position is navigated in subdata base
Electricity is contacted including hospital's location information, hospital's periphery traffic lodging information, hospital internal department placement position information and each department
Talk about information.
The present invention also provides a kind of online platform construction service systems of medical treatment, comprising:
Server memory module, for being pre-stored illness information subdata base, department's information subdata base, medical staff's letter
Cease subdata base, medical staff's information subdata base；
Medical staff's client modules provide medical staff's service for receiving medical staff's request；It is inputted including voice
Processing module, words input module, inquiry filing keyword generation module, screening search result generation module and feedback module；
The voice input processing module and words input module are for providing voice input service and words input service
So that medical staff inputs personal information and illness description；
The voice input processing module includes interactive voice acquisition module, speech preprocessing module and speech recognition mould
Block；
It includes that personal user's name is close that the voice acquisition module, which is used to answer form input using system prompt, medical staff,
The voice data of code account information, demands of individuals information and illness description；
The speech preprocessing module is used to carry out the answer voice messaging when typing medical staff answers voice
Pretreatment, obtains voice input time data, and the voice input time data include average individual character input interval time TP, most
Big individual character input interval time TM and zero volume duration T 0；
Judge zero volume duration T 0 and preset audio end time T, when T0 is greater than T, terminates the input of this voice；
Judge that zero volume duration T 0 inputs interval time TM with maximum individual character, when T0 is greater than TM, terminates this voice
Input, adjustment T0 value gradually decrease its value to level off to the maximum individual character input interval time TM；
The speech recognition module is used to carry out speech recognition to the voice data of acquisition, specifically:
Obtain the corresponding candidate character strings of voice data；
Medical field language model is called, determines that the candidate character strings are corresponding in medical field language model
Profession matching angle value；
Ordinary language model is called, determines basic matching value of the candidate character strings in ordinary language model；
Probability enhancing coefficient is obtained to total matching probability of the candidate character strings in conjunction with the basic matching probability；
According to total matching probability of each candidate character strings, the probability of the words and phrases sequence of each candidate character strings composition is calculated, and
According to the corresponding language text of voice signal described in the highest word order column-generation of probability, using the language text as the voice
The recognition result of signal；
The language text that the inquiry filing keyword generation module is used to be obtained according to words input or speech recognition,
Inquired, file and keyword generate operation, specifically include:
Inquired using dichotomy, by personal user's name password account text information one by one with medical staff's information subdata base
In information matched, next step is entered if successful match, otherwise prompt user re-enter or register newly uses
Family updates medical staff's information subdata base when new user completes to register；
Illness description text information and illness information subdata base text are word for word inquired, protected if encountering matching word
Character string structure is saved as, duplicate word frequency of occurrence in character string is counted, is arranged according to number descending, by first word that sorts
Language as searching keyword, sort second word as screening searching keyword；
The screening search result generation module is used for according to searching keyword to department's information subdata base and medical care people
Member's information subdata base is traversed, and obtains first traversing result, then to first traversing result using screening searching keyword into
Row postsearch screening obtains final department's search result and medical staff's search result；
The feedback module makes feedback according to tentative diagnosis result for medical staff, specifically includes:
If in tentative diagnosis result including further facial diagnosis, paid a home visit the information reservation facial diagnosis time according to medical staff, and
According to the inspection item that tentative diagnosis result includes, the item inspection time is reserved；
If in tentative diagnosis result not including further facial diagnosis, suggested buying related drug and inspection according to medical staff
Project is looked into, and by treatment results continuous transmission to medical staff's information subdata base, to realize that medical staff carries out continuing tracking
Guidance, until medical staff's rehabilitation；
Reservation selection determining module retrieves knot according to the department of screening search result generation module feedback for medical staff
Fruit and medical staff's search result voluntarily select to determine reservation department and doctor, while will be somebody's turn to do in medical treatment personal information subdata base
Medical staff's relevant information search access right is open to the reservation department and doctor, and section in real-time update department information subdata base
Medical staff in room medical staff's reservation information and medical staff's information subdata base reservation information；
Medical staff's client modules, the various information for inquiring in medical staff's information subdata base study and judge
To tentative diagnosis as a result, and tentative diagnosis result is sent to medical staff's client modules；
Communication module, the communication module are connect for providing the other modules of system with internet, and real-time update stores mould
Block.
Preferably, in medical staff's client modules include electronic health record make module, for medical staff according to
After subscription time completes coherence check and facial diagnosis, facial diagnosis result and treatment advice are formed electronic health record and are uploaded to just by medical staff
Cure personal information subdata base, include in the electronic health record patient main suit, history information, diagnostic message, doctor's advice information and
Medical image information based on picture or video.
Preferably, the online platform construction service system of the medical treatment further includes treatment reminding module, for according to medical care people
The doctor's advice information that member provides forms medical staff and treats watch capable of reminding, including when body item inspection timetable, drug administration dosage
Table and points for attention table are carved, reminds medical staff to take drugs in time, physical examination and points for attention.
Preferably, the online platform construction service system of the medical treatment further includes accounting module and evaluation module；
The accounting module is used for when tentative diagnosis result is sent to medical staff by medical staff according to medical staff
Charging standard information in information of paying a home visit completes movement of withholing from medical staff's account；
When facial diagnosis time and item inspection time are completed in reservation, movement of withholing in advance is completed from medical staff's account,
After medical staff completes coherence check and facial diagnosis according to subscription time, facial diagnosis result and treatment advice are formed electronics by medical staff
Movement of withholing is completed when case history is uploaded to medical staff's information subdata base；
The evaluation module is used for after completing this Medical service, and medical staff can be by points-scoring system respectively to section
Room and medical staff score.
Compared with prior art, the present invention have it is following the utility model has the advantages that
The online platform construction method of servicing of medical treatment of the invention inputs service by setting voice and words input service is used
Medical services request is efficiently issued in real time in providing medical staff, it is particularly creative to voice in voice input service
It is pre-processed, obtains voice input time data, punctuate control accurately can be carried out to voice input, and can be according to difference
Speak word speed and words and phrases interval of user for individual consumer carries out word speed study, it is made more to adapt to the word speed of user and the side of speaking
Formula substantially increases the agility and accuracy of voice input；
The present invention is creative by itself and medical field language model and day when being converted into text data to voice data
Normal language model matches respectively, and the words and phrases sequence optimized effectively increases the accuracy of conversion, reduces user's amendment
Number, greatly improve the efficiency, while providing accurate retrieval source file for later retrieval；
It completely includes illness information subdata base, department's information subdata base, medical staff's information that the present invention, which establishes,
Medical data base including subdata base, medical staff's information subdata base, realizes the integrated management of data, reasonable distribution
Each subdata base has carried out classification and the storage of relevance, provides solid foundation for big data processing；
The present invention first word for word inquires text data with illness information subdata base text and matches, creative use
Searching keyword and screening searching keyword carry out secondary change to department's information subdata base and medical staff's information subdata base
Generation inquiry obtain search result, can efficiently separate out meet patient demand as a result, reduce inquire imperfect and result mould
The case where paste, quick and precisely efficiently obtains suitable medical care resource；
The present invention proceeds in two phases medical staff's diagnostic result, and tentative diagnosis result directly feeds back to medical staff, according to
It needs to choose whether to carry out in next step, and provides conductive suggestion, and facial diagnosis is carried out according to suggestion in advance and checks department
Reservation, has been saved the time, while playing the effect of rationally screening medical staff, is reduced unnecessary facial diagnosis, has been saved doctor
Resource is treated, minor illness burden is alleviated, further for facial diagnosis user, improves its medical treatment rate, also medical staff is allowed to understand in advance
To patient profiles, accomplish the effect of Primary treatment, there is beneficial effect outstanding；
The present invention is based on Internet technologies, have built medical staff and hospital and the communicative channel of medical staff, can
Based on big data handle quick lock in user demand, the realization reservation of precise and high efficiency, first visit, withhold, back services and persistently with
Track, accomplish efficiently accurately to interact between patient and medical staff, while can be avoided the limitation in time and geographical location,
Accomplish that resource maximumlly utilizes；
The present invention is able to solve that existing medical treatment program is cumbersome, difficult problem of registering, and can effectively promote medical services
Efficiency and portability reduce medical staff's waiting time, alleviate medical pressure, realize precise and high efficiency by Internet technology
Self-Service, have that system intelligent degree is high, the advanced science of method, before having higher practical value and being widely applied
Scape.
Detailed description of the invention
Upon reading the detailed description of non-limiting embodiments with reference to the following drawings, other feature of the invention,
Objects and advantages will become more apparent upon:
Fig. 1 is the online platform construction method of servicing flow chart of a kind of medical treatment of the invention；
Fig. 2 is the specific flow chart of the step S2 of the online platform construction method of servicing of medical treatment of the invention a kind of；
Fig. 3 is a kind of specific flow chart of the voice input of the online platform construction method of servicing of medical treatment of the invention；
Fig. 4 is a kind of pretreated detailed process of voice messaging of the online platform construction method of servicing of medical treatment of the invention
Figure；
Fig. 5 is a kind of specific flow chart of the speech recognition of the online platform construction method of servicing of medical treatment of the invention；
Fig. 6 is a kind of medical data base organization chart of the online platform construction method of servicing of medical treatment of the invention；
Fig. 7 is a kind of structural schematic diagram of the online platform construction service system of medical treatment of the invention.
Specific embodiment
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete
Site preparation description, it is clear that described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.It is based on
Embodiment in the present invention, it is obtained by those of ordinary skill in the art without making creative efforts every other
Embodiment shall fall within the protection scope of the present invention.
In addition, those skilled in the art will appreciate that, various aspects of the invention can be implemented as system, method or
Computer program product.Therefore, various aspects of the invention can be implemented as the form of software and hardware combining, can unite here
Referred to as circuit, " module " or " system ".In addition, in some embodiments, various aspects of the invention are also implemented as
The form of computer program product in one or more microprocessors readable medium, comprising micro- in the microprocessor readable medium
The readable program code of processor.
Below with reference to according to the method for the embodiment of the present invention, the flow chart of device (system) and computer program product
And/or the block diagram description present invention.It should be appreciated that each in each box and flowchart and or block diagram of flowchart and or block diagram
The combination of box can be realized by computer program instructions.These computer program instructions can be supplied to general purpose computer,
The processor of special purpose computer or other programmable data processing units, so that a kind of machine is produced, so that these computers
Program instruction when executed by a processor of a computer or other programmable data processing device, produces implementation flow chart
And/or the device of function action specified in one or more boxes in block diagram.It can also be these computer program instructions
Storage in computer-readable medium, these instruct so that computer, other programmable data processing units or other equipment with
Ad hoc fashion work, thus, the instruction stored in computer-readable medium is just produced including implementation flow chart and/or block diagram
In one or more boxes specified in function action instruction manufacture (article of manufacture).?
Computer program instructions can be loaded into computer, other programmable data processing units or other equipment make it is a series of
Operating procedure is executed in computer, other programmable devices or other equipment, is formed computer and is realized process, so as to
The instruction executed on a computer or other programmable device provides the one or more side realized in flowchart and or block diagram
The process of function action specified in frame.
As shown in figs. 1-7, the online platform construction method of servicing of a kind of medical treatment of the present embodiment, comprising the following steps:
S1, medical data base, including illness information subdata base, department's information subdata base, medical staff's information are established
Subdata base, medical staff's information subdata base；
It include being subordinate to department according to disease symptoms information, the disease of human body classification in the illness information subdata base
Information, result of laboratory test mapping disease information and disease common method for the treatment of information；
Department's information subdata base includes department's name information, department's treatment disease information, department's instrument and equipment letter
Breath, department's medical staff's information, department's medical staff's reservation information and department's ward bed information；
Medical staff's information subdata base includes medical staff's educational information, the affiliated department's information of medical staff, doctor
Pay a home visit information, medical staff of shield personnel academic title information, medical staff is good at realm information and medical staff reservation information；
Medical staff's information subdata base includes medical staff's ID address information, medical staff's history information, just
Doctor personnel medical imaging analysis data information and medical staff's account information；
S2, medical staff's request is received, wakes up medical staff's service, specifically includes:
S21, voice input service and words input service are provided so that medical staff inputs personal information and the state of an illness is retouched
It states, wherein voice input service includes:
S211, personal user's name password account information, individual are included using system prompt, medical staff's answer form input
The voice data of demand information and illness description；
When typing medical staff answers voice, the answer voice messaging is pre-processed, when obtaining voice input
Between data, the voice input time data include that average individual character input interval time TP, maximum individual character input interval time TM
With zero volume duration T 0；
Judge zero volume duration T 0 and preset audio end time T, when T0 is greater than T, terminates the input of this voice；
Judge that zero volume duration T 0 inputs interval time TM with maximum individual character, when T0 is greater than TM, terminates this voice
Input, adjustment T0 value gradually decrease its value to level off to the maximum individual character input interval time TM；
S212, speech recognition is carried out to the voice data of acquisition, specifically:
Obtain the corresponding candidate character strings of voice data；
Medical field language model is called, determines that the candidate character strings are corresponding in medical field language model
Profession matching angle value；
Ordinary language model is called, determines basic matching value of the candidate character strings in ordinary language model；
Probability enhancing coefficient is obtained to total matching probability of the candidate character strings in conjunction with the basic matching probability；
According to total matching probability of each candidate character strings, the probability of the words and phrases sequence of each candidate character strings composition is calculated, and
According to the corresponding language text of voice signal described in the highest word order column-generation of probability, using the language text as the voice
The recognition result of signal；
S22, according to the language text that words input or speech recognition obtain in step S21, inquired, filed and closed
Keyword generates operation, specifically includes:
S221, it is inquired using dichotomy, personal user's name password account text information is sub with medical staff's information one by one
Information in database is matched, and next step is entered if successful match, otherwise user is prompted to re-enter or infuse
The new user of volume, medical staff's information subdata base is updated when new user completes to register；
S222, illness description text information and illness information subdata base text are word for word inquired, if encountering matching word
Language then saves as character string structure, counts duplicate word frequency of occurrence in character string, arranges according to number descending, will sort the
One word as searching keyword, sort second word as screening searching keyword；
S23, department's information subdata base and medical staff's information subdata base are traversed according to searching keyword, is obtained
To first traversing result, then postsearch screening is carried out using screening searching keyword to first traversing result and obtains final department's retrieval
As a result with medical staff's search result；
The department's search result and medical staff's search result that S3, medical staff feed back according to step S2 voluntarily select to determine
Department and doctor are reserved, while by medical staff's relevant information search access right in medical treatment personal information subdata base to the reservation
Department and doctor are open, and department's medical staff's reservation information and medical staff's information in real-time update department information subdata base
Medical staff in subdata base reservation information；
S4, medical staff are studied and judged to obtain tentative diagnosis knot to the various information in medical staff's information subdata base
Fruit, and tentative diagnosis result is sent to medical staff；
S5, medical staff make feedback according to tentative diagnosis result, specifically include:
If in tentative diagnosis result including further facial diagnosis, paid a home visit the information reservation facial diagnosis time according to medical staff, and
According to the inspection item that tentative diagnosis result includes, the item inspection time is reserved；
If in tentative diagnosis result not including further facial diagnosis, suggested buying related drug and inspection according to medical staff
Project is looked into, and by treatment results continuous transmission to medical staff's information subdata base, to realize that medical staff carries out continuing tracking
Guidance, until medical staff's rehabilitation.
The online platform construction method of servicing of medical treatment in the present embodiment further includes step S6:
After medical staff completes coherence check and facial diagnosis according to subscription time, medical staff is by facial diagnosis result and treatment advice
It forms electronic health record and is uploaded to medical staff's information subdata base, include patient main suit in the electronic health record, history information, examine
Disconnected information, doctor's advice information and the medical image information based on picture or video.
The online platform construction method of servicing of medical treatment in the present embodiment further includes step S7:
Medical staff, which is formed, according to the doctor's advice information that medical staff provides treats watch capable of reminding, including body item inspection moment
Table, drug administration dosage timetable and points for attention table remind medical staff to take drugs, body in time according to treatment watch capable of reminding
Inspection and points for attention.
The online platform construction method of servicing of medical treatment in the present embodiment further includes step S8:
The charge paid a home visit in information when tentative diagnosis result is sent to medical staff by medical staff according to medical staff
Standard information completes movement of withholing from medical staff's account；
When facial diagnosis time and item inspection time are completed in reservation, movement of withholing in advance is completed from medical staff's account,
After medical staff completes coherence check and facial diagnosis according to subscription time, facial diagnosis result and treatment advice are formed electronics by medical staff
Movement of withholing is completed when case history is uploaded to medical staff's information subdata base.
The online platform construction method of servicing of medical treatment in the present embodiment further includes step S9: completing this Medical service
Afterwards, medical staff can the service respectively to department and medical staff score and suggestion feedback, the scoring and opinion are anti-
Feedback is uploaded in hospital people management department server.
It further include position navigation subdata in the online platform construction method of servicing medical data base of medical treatment in the present embodiment
Library includes hospital's location information, hospital's periphery traffic lodging information, hospital internal department cloth in position navigation subdata base
Office's location information and each department's telephone number information.
A kind of online platform construction service system of medical treatment of the present embodiment, comprising:
Server memory module, for being pre-stored illness information subdata base, department's information subdata base, medical staff's letter
Cease subdata base, medical staff's information subdata base；
Medical staff's client modules provide medical staff's service for receiving medical staff's request；It is inputted including voice
Processing module, words input module, inquiry filing keyword generation module, screening search result generation module and feedback module；
The voice input processing module and words input module are for providing voice input service and words input service
So that medical staff inputs personal information and illness description；
The voice input processing module includes interactive voice acquisition module, speech preprocessing module and speech recognition mould
Block；
It includes that personal user's name is close that the voice acquisition module, which is used to answer form input using system prompt, medical staff,
The voice data of code account information, demands of individuals information and illness description；
The speech preprocessing module is used to carry out the answer voice messaging when typing medical staff answers voice
Pretreatment, obtains voice input time data, and the voice input time data include average individual character input interval time TP, most
Big individual character input interval time TM and zero volume duration T 0；
Judge zero volume duration T 0 and preset audio end time T, when T0 is greater than T, terminates the input of this voice；
Judge that zero volume duration T 0 inputs interval time TM with maximum individual character, when T0 is greater than TM, terminates this voice
Input, adjustment T0 value gradually decrease its value to level off to the maximum individual character input interval time TM；
The speech recognition module is used to carry out speech recognition to the voice data of acquisition, specifically:
Obtain the corresponding candidate character strings of voice data；
Medical field language model is called, determines that the candidate character strings are corresponding in medical field language model
Profession matching angle value；
Ordinary language model is called, determines basic matching value of the candidate character strings in ordinary language model；
Probability enhancing coefficient is obtained to total matching probability of the candidate character strings in conjunction with the basic matching probability；
According to total matching probability of each candidate character strings, the probability of the words and phrases sequence of each candidate character strings composition is calculated, and
According to the corresponding language text of voice signal described in the highest word order column-generation of probability, using the language text as the voice
The recognition result of signal；
The language text that the inquiry filing keyword generation module is used to be obtained according to words input or speech recognition,
Inquired, file and keyword generate operation, specifically include:
Inquired using dichotomy, by personal user's name password account text information one by one with medical staff's information subdata base
In information matched, next step is entered if successful match, otherwise prompt user re-enter or register newly uses
Family updates medical staff's information subdata base when new user completes to register；
Illness description text information and illness information subdata base text are word for word inquired, protected if encountering matching word
Character string structure is saved as, duplicate word frequency of occurrence in character string is counted, is arranged according to number descending, by first word that sorts
Language as searching keyword, sort second word as screening searching keyword；
The screening search result generation module is used for according to searching keyword to department's information subdata base and medical care people
Member's information subdata base is traversed, and obtains first traversing result, then to first traversing result using screening searching keyword into
Row postsearch screening obtains final department's search result and medical staff's search result；
The feedback module makes feedback according to tentative diagnosis result for medical staff, specifically includes:
If in tentative diagnosis result including further facial diagnosis, paid a home visit the information reservation facial diagnosis time according to medical staff, and
According to the inspection item that tentative diagnosis result includes, the item inspection time is reserved；
If in tentative diagnosis result not including further facial diagnosis, suggested buying related drug and inspection according to medical staff
Project is looked into, and by treatment results continuous transmission to medical staff's information subdata base, to realize that medical staff carries out continuing tracking
Guidance, until medical staff's rehabilitation；
Reservation selection determining module retrieves knot according to the department of screening search result generation module feedback for medical staff
Fruit and medical staff's search result voluntarily select to determine reservation department and doctor, while will be somebody's turn to do in medical treatment personal information subdata base
Medical staff's relevant information search access right is open to the reservation department and doctor, and section in real-time update department information subdata base
Medical staff in room medical staff's reservation information and medical staff's information subdata base reservation information；
Medical staff's client modules, the various information for inquiring in medical staff's information subdata base study and judge
To tentative diagnosis as a result, and tentative diagnosis result is sent to medical staff's client modules；
Communication module, the communication module are connect for providing the other modules of system with internet, and real-time update stores mould
Block.
It include that electronic health record makes module in medical staff's client modules of the present embodiment, for medical staff according to pre-
It makes an appointment after completing coherence check and facial diagnosis, facial diagnosis result and treatment advice are formed electronic health record and be uploaded to medical treatment by medical staff
Personal information subdata base includes patient main suit, history information, diagnostic message, doctor's advice information and base in the electronic health record
In picture or the medical image information of video.
The online platform construction service system of the medical treatment of the present embodiment further includes treatment reminding module, for according to medical staff
The doctor's advice information provided forms medical staff and treats watch capable of reminding, including body item inspection timetable, drug administration dosage moment
Table and points for attention table remind medical staff to take drugs, physical examination and points for attention in time.
The online platform construction service system of the medical treatment of the present embodiment further includes accounting module and evaluation module；
The accounting module is used for when tentative diagnosis result is sent to medical staff by medical staff according to medical staff
Charging standard information in information of paying a home visit completes movement of withholing from medical staff's account；
When facial diagnosis time and item inspection time are completed in reservation, movement of withholing in advance is completed from medical staff's account,
After medical staff completes coherence check and facial diagnosis according to subscription time, facial diagnosis result and treatment advice are formed electronics by medical staff
Movement of withholing is completed when case history is uploaded to medical staff's information subdata base；
The evaluation module is used for after completing this Medical service, and medical staff can be by points-scoring system respectively to section
Room and medical staff score.
Significant progress and substantive distinguishing features in the present embodiment compared with the existing technology is in addition to specification beneficial effect portion
The narration divided, further includes following content:
The present invention while realizing paperless office, realizes the medical data of patient by setting electronic health record
Real-time traceability completely includes patient main suit, history information, diagnostic message, doctor's advice information and is based on picture or video
Medical image information be capable of forming personal medical archive, both avoided losss, also can conveniently after the efficiency gone to a doctor, together
When its setting for being able to carry out access authority, be attached with medical insurance settlement system, realize the scalability of system；
For the present invention by the diagnostic result issued to medical staff, setting includes when checking timetable, drug administration dosage
Table and points for attention table are carved, the compliance for reminding patient to treat on time by reminding module solves the problems, such as that patient's forgetting again can
Patient is bothered with maximumlly reducing；
Billing of services of the invention can be realized withholds in real time automatically, the degree automatic charging button carried out according to medical services
Money is truly realized the whole course service of entire medical treatment, improves the efficiency and practicability of system；
The present invention be additionally provided with scoring service, be capable of providing the service evaluation to user for medical staff, and in real time with
The connection of hospital people management department can dredge conflict between doctors and patients by feeding back follow-up, while realize to medical staff's service
Supervision；
The position navigation subdata base that the present invention is arranged, which is capable of providing, gives medical staff quick navigation function, position letter
The medical treatment efficiency that all standing agent of breath improves user decreases the setting of hospital guiding doctor staff, has saved resource, drop
Low cost；
The present invention improves the recognition success rate of information, and realizing user, normally Chinese demand efficient information is accurately identified into
For the term for meeting the medical field universal standard, the accuracy of search result is enhanced, one kind is provided between patient and doctor
The efficiently communication exchange platform of science, and which section is the state of an illness for alloing patient to be apparent from oneself when seeing a doctor belong to
Room, and the doctor that oneself can be selected to need in advance, further increase the working efficiency of hospital, decrease seeing a doctor for patient
Cost；Wherein self-help serving system can make patient stay indoors, and enjoy efficient medical services.
The flow chart and block diagram in the drawings show the system of multiple embodiments according to the present invention, method and computer journeys
The architecture, function and operation in the cards of sequence product.In this regard, each box in flowchart or block diagram can generation
A part of one module, section or code of table, a part of the module, section or code include one or more use
The executable instruction of the logic function as defined in realizing.It should also be noted that in some implementations as replacements, being marked in box
The function of note can also occur in a different order than that indicated in the drawings.For example, two continuous boxes can actually base
Originally it is performed in parallel, they can also be executed in the opposite order sometimes, and this depends on the function involved.It is also noted that
It is the combination of each box in block diagram and or flow chart and the box in block diagram and or flow chart, can uses and execute rule
The dedicated hardware based system of fixed function or movement is realized, or can use the group of specialized hardware and computer instruction
It closes to realize.
The online platform construction method of servicing of a kind of medical treatment of the invention is reliable and stable, good in anti-interference performance, applied widely,
It can conveniently timely traveling of the guidance blind person in complex environment go with system intelligent degree height, the advanced science of method
The advantages that route line safety and precise, the freedom of action of blind person is substantially increased, there is practicability and realizability, have higher
Practical value and broad application prospect.
It is obvious to a person skilled in the art that invention is not limited to the details of the above exemplary embodiments, Er Qie
In the case where without departing substantially from spirit or essential attributes of the invention, the present invention can be realized in other specific forms.Therefore, no matter
From the point of view of which point, the present embodiments are to be considered as illustrative and not restrictive, and the scope of the present invention is by appended power
Benefit requires rather than above description limits, it is intended that all by what is fallen within the meaning and scope of the equivalent elements of the claims
Variation is included within the present invention.Any reference signs in the claims should not be construed as limiting the involved claims.
In addition, it should be understood that although this specification is described in terms of embodiments, but not each embodiment is only wrapped
Containing an independent technical solution, this description of the specification is merely for the sake of clarity, and those skilled in the art should
It considers the specification as a whole, the technical solutions in the various embodiments may also be suitably combined, forms those skilled in the art
The other embodiments being understood that.
Claims (8)
1. a kind of online platform construction method of servicing of medical treatment, which comprises the following steps:
S1, medical data base, including illness information subdata base, department's information subdata base, medical staff's information subnumber are established
According to library and medical staff's information subdata base；
It include being subordinate to department's letter according to disease symptoms information, the disease of human body classification in the illness information subdata base
Breath, result of laboratory test mapping disease information and disease common method for the treatment of information；
Department's information subdata base includes department's name information, department treatment disease information, department's instrument and equipment information, section
Room medical staff's information, department's medical staff's reservation information and department's ward bed information；
Medical staff's information subdata base includes medical staff's educational information, the affiliated department's information of medical staff, medical care people
Pay a home visit information, medical staff of member's academic title information, medical staff is good at realm information and medical staff reservation information；
Medical staff's information subdata base includes medical staff's ID address information, medical staff's history information, medical treatment people
Member's medical imaging analysis data information and medical staff's account information；
S2, medical staff's request is received, wakes up medical staff's service, specifically includes:
S21, offer voice input service and words input service input personal information and illness description for medical staff,
Middle voice inputs service
S211, personal user's name password account information, demands of individuals are included using system prompt, medical staff's answer form input
The voice data of information and illness description；
When typing medical staff answers voice, the answer voice messaging is pre-processed, voice input time number is obtained
According to the voice input time data include average individual character input interval time TP, maximum individual character input interval time TM and zero
Volume duration T 0；
Judge zero volume duration T 0 and preset audio end time T, when T0 is greater than T, terminates the input of this voice；
Judge that zero volume duration T 0 inputs interval time TM with maximum individual character, when T0 is greater than TM, terminate the input of this voice,
Adjustment T0 value gradually decreases its value to level off to the maximum individual character input interval time TM；
S212, speech recognition is carried out to the voice data of acquisition, specifically:
Obtain the corresponding candidate character strings of voice data；
Medical field language model is called, determines the candidate character strings corresponding profession in medical field language model
Match angle value；
Ordinary language model is called, determines basic matching value of the candidate character strings in ordinary language model；
Probability enhancing coefficient is obtained to total matching probability of the candidate character strings in conjunction with the basic matching probability；
According to total matching probability of each candidate character strings, the probability of the words and phrases sequence of each candidate character strings composition is calculated, and according to
The corresponding language text of voice signal described in the highest word order column-generation of probability, using the language text as the voice signal
Recognition result；
S22, according to the language text that words input or speech recognition obtain in step S21, inquired, filed and keyword
Operation is generated, is specifically included:
S221, inquired using dichotomy, by personal user's name password account text information one by one with medical staff's information subdata
Information in library is matched, and next step is entered if successful match, otherwise user is prompted to re-enter or register newly
User updates medical staff's information subdata base when new user completes to register；
S222, illness description text information and illness information subdata base text are word for word inquired, if encountering matching word
It saves as character string structure, counts duplicate word frequency of occurrence in character string, arranged according to number descending, will sort first
Word as searching keyword, sort second word as screening searching keyword；
S23, department's information subdata base and medical staff's information subdata base are traversed according to searching keyword, is obtained just
Secondary traversing result, then postsearch screening is carried out using screening searching keyword to first traversing result and obtains final department's search result
With medical staff's search result；
S3, medical staff voluntarily select to determine and reserve according to the step S2 department's search result fed back and medical staff's search result
Department and doctor, while by medical staff's relevant information search access right in medical treatment personal information subdata base to the reservation department
It is open with doctor, and department's medical staff's reservation information and medical staff's information subnumber in real-time update department information subdata base
According to the reservation information of the medical staff in library；
S4, medical staff being studied and judged to obtain tentative diagnosis to the various information in medical staff's information subdata base as a result,
And tentative diagnosis result is sent to medical staff；
S5, medical staff make feedback according to tentative diagnosis result, specifically include:
If in tentative diagnosis result including further facial diagnosis, paid a home visit the information reservation facial diagnosis time according to medical staff, and according to
The inspection item that tentative diagnosis result includes reserves the item inspection time；
If in tentative diagnosis result not including further facial diagnosis, suggested buying related drug and check item according to medical staff
Mesh, and by treatment results continuous transmission to medical staff's information subdata base, to realize that medical staff carries out continuing tracking instruction,
Until medical staff's rehabilitation；
After S6, medical staff complete coherence check and facial diagnosis according to subscription time, medical staff is by facial diagnosis result and treatment advice
It forms electronic health record and is uploaded to medical staff's information subdata base, include patient main suit in the electronic health record, history information, examine
Disconnected information, doctor's advice information and the medical image information based on picture or video；
S7, medical staff's treatment watch capable of reminding, including body item inspection moment are formed according to the doctor's advice information that medical staff provides
Table, drug administration dosage timetable and points for attention table remind medical staff to take drugs, body in time according to treatment watch capable of reminding
Inspection and points for attention；
S8, the charge mark paid a home visit in information when tentative diagnosis result is sent to medical staff by medical staff according to medical staff
Calibration information completes movement of withholing from medical staff's account；
When facial diagnosis time and item inspection time are completed in reservation, movement of withholing in advance is completed from medical staff's account, is being seen a doctor
After personnel complete coherence check and facial diagnosis according to subscription time, facial diagnosis result and treatment advice are formed electronic health record by medical staff
Movement of withholing is completed when being uploaded to medical staff's information subdata base.
2. the online platform construction method of servicing of a kind of medical treatment according to claim 1, which is characterized in that further include step
S9: after completing this Medical service, medical staff can the service respectively to department and medical staff score and anticipate
See feedback, the scoring and suggestion feedback are uploaded in hospital people management department server.
3. the online platform construction method of servicing of a kind of medical treatment according to claim 1, which is characterized in that the medical data
Further include navigation subdata base in position in library, includes hospital's location information, the friendship of hospital periphery in the position navigation subdata base
Logical lodging information, hospital internal department placement position information and each department's telephone number information.
4. a kind of online platform construction service system of medical treatment characterized by comprising
Server memory module, for being pre-stored illness information subdata base, department's information subdata base, medical staff's information
Database, medical staff's information subdata base；
Medical staff's client modules provide medical staff's service for receiving medical staff's request；Including voice input processing
Module, words input module, inquiry filing keyword generation module, screening search result generation module and feedback module；
The voice input processing module and words input module for provide voice input service and words input service for
Medical staff inputs personal information and illness description；
The voice input processing module includes interactive voice acquisition module, speech preprocessing module and speech recognition module；
It includes personal user's name password account that the voice acquisition module, which is used to answer form input using system prompt, medical staff,
The voice data of family information, demands of individuals information and illness description；
The speech preprocessing module is used to locate the answer voice messaging in advance when typing medical staff answers voice
Reason, obtains voice input time data, and the voice input time data include that averagely individual character input interval time TP, maximum is single
Word inputs interval time TM and zero volume duration T 0；
Judge zero volume duration T 0 and preset audio end time T, when T0 is greater than T, terminates the input of this voice；
Judge that zero volume duration T 0 inputs interval time TM with maximum individual character, when T0 is greater than TM, terminate the input of this voice,
Adjustment T0 value gradually decreases its value to level off to the maximum individual character input interval time TM；
The speech recognition module is used to carry out speech recognition to the voice data of acquisition, specifically:
Obtain the corresponding candidate character strings of voice data；
Medical field language model is called, determines the candidate character strings corresponding profession in medical field language model
Match angle value；
Ordinary language model is called, determines basic matching value of the candidate character strings in ordinary language model；
Probability enhancing coefficient is obtained to total matching probability of the candidate character strings in conjunction with the basic matching probability；
According to total matching probability of each candidate character strings, the probability of the words and phrases sequence of each candidate character strings composition is calculated, and according to
The corresponding language text of voice signal described in the highest word order column-generation of probability, using the language text as the voice signal
Recognition result；
The language text that the inquiry filing keyword generation module is used to be obtained according to words input or speech recognition, carries out
Inquiry, filing and keyword generate operation, specifically include:
It is inquired using dichotomy, by personal user's name password account text information one by one and in medical staff's information subdata base
Information is matched, and next step is entered if successful match, otherwise user is prompted to re-enter or register new user, when
New user completes to update medical staff's information subdata base when registration；
Illness description text information and illness information subdata base text are word for word inquired, saved as if encountering matching word
Character string structure counts duplicate word frequency of occurrence in character string, arranges according to number descending, by the first word work that sorts
For searching keyword, sort second word as screening searching keyword；
The screening search result generation module is used to believe department's information subdata base and medical staff according to searching keyword
Breath subdata base is traversed, and obtains first traversing result, then carry out two using screening searching keyword to first traversing result
Secondary screening obtains final department's search result and medical staff's search result；
The feedback module makes feedback according to tentative diagnosis result for medical staff, specifically includes:
If in tentative diagnosis result including further facial diagnosis, paid a home visit the information reservation facial diagnosis time according to medical staff, and according to
The inspection item that tentative diagnosis result includes reserves the item inspection time；
If in tentative diagnosis result not including further facial diagnosis, suggested buying related drug and check item according to medical staff
Mesh, and by treatment results continuous transmission to medical staff's information subdata base, to realize that medical staff carries out continuing tracking instruction,
Until medical staff's rehabilitation；
Reservation selection determining module, for medical staff according to screening search result generation module feedback department's search result and
Medical staff's search result voluntarily selects to determine reservation department and doctor, while by the medical treatment in medical treatment personal information subdata base
Person related information's search access right is open to the reservation department and doctor, and department is just in real-time update department information subdata base
Medical staff in doctor personnel reservation information and medical staff's information subdata base reservation information；
Medical staff's client modules, the various information for inquiring in medical staff's information subdata base are studied and judged to obtain just
Diagnostic result is walked, and tentative diagnosis result is sent to medical staff's client modules；
Communication module, the communication module are connect for providing the other modules of system with internet, real-time update memory module.
5. the online platform construction service system of a kind of medical treatment according to claim 4, which is characterized in that the medical staff
Include that electronic health record makes module in client modules, completes coherence check and facial diagnosis according to subscription time for medical staff
Afterwards, facial diagnosis result and treatment advice are formed electronic health record and are uploaded to medical staff's information subdata base, the electricity by medical staff
In sub- case history include patient main suit, history information, diagnostic message, doctor's advice information and based on the medical image of picture or video believe
Breath.
6. the online platform construction service system of a kind of medical treatment according to claim 4, which is characterized in that further include that treatment mentions
Awake module, the doctor's advice information for being provided according to medical staff form medical staff and treat watch capable of reminding, including body item inspection
Timetable, drug administration dosage timetable and points for attention table remind medical staff to take drugs, physical examination and note in time
Meaning item.
7. the online platform construction service system of a kind of medical treatment according to claim 4, which is characterized in that further include charging mould
Block；
The accounting module when tentative diagnosis result is sent to medical staff by medical staff according to medical staff for paying a home visit
Charging standard information in information completes movement of withholing from medical staff's account；
When facial diagnosis time and item inspection time are completed in reservation, movement of withholing in advance is completed from medical staff's account, is being seen a doctor
After personnel complete coherence check and facial diagnosis according to subscription time, facial diagnosis result and treatment advice are formed electronic health record by medical staff
Movement of withholing is completed when being uploaded to medical staff's information subdata base.
8. the online platform construction service system of a kind of medical treatment according to claim 4, which is characterized in that further include evaluation mould
Block, the evaluation module be used for after completing this Medical service, medical staff can by points-scoring system respectively to department with
Medical staff scores.
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Cited By (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109903856A (en) * | 2018-12-29 | 2019-06-18 | 苏州问一问健康管理咨询有限公司 | A kind of consultation on-line method and system |
| CN110634578A (en) * | 2019-09-16 | 2019-12-31 | 重庆百行智能数据科技研究院有限公司 | Remote intelligent inquiry method |
| CN111462891A (en) * | 2019-01-18 | 2020-07-28 | 上海世中信息科技有限公司 | Intelligent auxiliary medical health system for women and children and service method |
| CN116910105A (en) * | 2023-09-12 | 2023-10-20 | 成都瑞华康源科技有限公司 | Medical information query system and method based on pre-training large model |
| CN117789952A (en) * | 2024-02-23 | 2024-03-29 | 吉林大学 | Nursing information online sharing system based on computer |
-
2018
- 2018-07-24 CN CN201810820902.8A patent/CN109036585A/en not_active Withdrawn
Cited By (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109903856A (en) * | 2018-12-29 | 2019-06-18 | 苏州问一问健康管理咨询有限公司 | A kind of consultation on-line method and system |
| CN109903856B (en) * | 2018-12-29 | 2021-01-29 | 苏州问一问健康管理咨询有限公司 | Online consultation method and system |
| CN111462891A (en) * | 2019-01-18 | 2020-07-28 | 上海世中信息科技有限公司 | Intelligent auxiliary medical health system for women and children and service method |
| CN110634578A (en) * | 2019-09-16 | 2019-12-31 | 重庆百行智能数据科技研究院有限公司 | Remote intelligent inquiry method |
| CN116910105A (en) * | 2023-09-12 | 2023-10-20 | 成都瑞华康源科技有限公司 | Medical information query system and method based on pre-training large model |
| CN117789952A (en) * | 2024-02-23 | 2024-03-29 | 吉林大学 | Nursing information online sharing system based on computer |
| CN117789952B (en) * | 2024-02-23 | 2024-05-07 | 吉林大学 | Nursing information online sharing system based on computer |
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