CN110021391A - One kind point examines method and apparatus - Google Patents
One kind point examines method and apparatus Download PDFInfo
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- CN110021391A CN110021391A CN201710928700.0A CN201710928700A CN110021391A CN 110021391 A CN110021391 A CN 110021391A CN 201710928700 A CN201710928700 A CN 201710928700A CN 110021391 A CN110021391 A CN 110021391A
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- 238000000034 method Methods 0.000 title claims abstract description 21
- 208000024891 symptom Diseases 0.000 claims abstract description 83
- 238000012790 confirmation Methods 0.000 claims description 24
- 238000012216 screening Methods 0.000 claims description 11
- 208000037265 diseases, disorders, signs and symptoms Diseases 0.000 claims description 9
- 201000010099 disease Diseases 0.000 claims description 8
- 238000003058 natural language processing Methods 0.000 claims description 7
- 230000002452 interceptive effect Effects 0.000 claims description 6
- 238000012986 modification Methods 0.000 claims description 6
- 230000004048 modification Effects 0.000 claims description 6
- 229940079593 drug Drugs 0.000 claims description 3
- 239000003814 drug Substances 0.000 claims description 3
- 238000007689 inspection Methods 0.000 claims description 3
- 238000002372 labelling Methods 0.000 claims description 3
- 238000012545 processing Methods 0.000 claims description 3
- 238000000605 extraction Methods 0.000 claims description 2
- 238000010586 diagram Methods 0.000 description 2
- 230000000694 effects Effects 0.000 description 2
- 238000013507 mapping Methods 0.000 description 2
- 206010013700 Drug hypersensitivity Diseases 0.000 description 1
- 238000003745 diagnosis Methods 0.000 description 1
- 201000005311 drug allergy Diseases 0.000 description 1
- 238000005516 engineering process Methods 0.000 description 1
- 206010025482 malaise Diseases 0.000 description 1
- 239000013589 supplement Substances 0.000 description 1
- 238000012549 training Methods 0.000 description 1
Classifications
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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
- G16H10/00—ICT specially adapted for the handling or processing of patient-related medical or healthcare data
- G16H10/60—ICT specially adapted for the handling or processing of patient-related medical or healthcare data for patient-specific data, e.g. for electronic patient records
-
- 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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- Health & Medical Sciences (AREA)
- Engineering & Computer Science (AREA)
- Business, Economics & Management (AREA)
- General Business, Economics & Management (AREA)
- Epidemiology (AREA)
- General Health & Medical Sciences (AREA)
- Medical Informatics (AREA)
- Primary Health Care (AREA)
- Public Health (AREA)
- Biomedical Technology (AREA)
- Measuring And Recording Apparatus For Diagnosis (AREA)
- Medical Treatment And Welfare Office Work (AREA)
Abstract
The invention discloses one kind point to examine method and apparatus, is related to medical field of auxiliary.This point method of examining includes: the essential information for obtaining user and the symptom of input；By the essential information and the symptom, doubtful illness is determined in the database of case history；Medical suggest is provided according to the doubtful illness.By the essential information of user and the symptom of input, doubtful illness is determined in the database of case history, and then corresponding medical suggestion is provided.The present invention is suitable for self health control of distribution of out-patient department and user, user only needs to describe symptom comprehensively, you can learn that the case where body, user is further instructed to select correct department's registration and medical consultation in outpatient service or suggest that it adjusts daily behavior to improve symptom etc., on the one hand, the reception pressure of outpatient service can be mitigated, make medical resource reasonable distribution, on the other hand, user does not have to blindly seek medical advice, and has appropriate understanding and urgent reply means to possible illness.
Description
Technical field
The present invention relates to medical ancillary technique fields, more particularly to one kind point to examine method and apparatus.
Background technique
Present people increasingly pay attention to health, also want to get help as early as possible when there are malaise symptoms, still
The pressure of seeing and treating patients of outpatient service is big, and the difficulty of getting medical service is the reason of allowing everybody to hang back medical treatment, so that sometimes delaying to see a doctor causes
Sb.'s illness took a turn for the worse.People also imperfectly understand any symptom in what department's registration and medical consultation, and hospital outpatient needs to be equipped with special
Hospital guide reception personnel, and working efficiency is low.Furthermore everybody be desirable in it is medical before have a general understanding to the state of an illness,
It is easy to be misled by network inquiry.It would therefore be desirable to which one can provide the solution of medical treatment auxiliary for people.
Summary of the invention
It is an object of the invention to propose that a kind of point is examined method and apparatus, can be described as user according to the symptom of user and be mentioned
Suggest for medical.
To achieve this purpose, the present invention adopts the following technical scheme:
On the one hand, the present invention provides a kind of point and examines method, comprising:
Obtain the essential information of user and the symptom of input；
By the essential information and the symptom, doubtful illness is determined in the database of case history；
Medical suggest is provided according to the doubtful illness.
Wherein, by the essential information and the symptom, doubtful illness is determined in the database of case history, comprising:
According to the symptom and the database of case history of user's input, relevant issues are extracted；The relevant issues include: symptom, disease
History, medication history and inspection result；
User is received to the confirmation result of the relevant issues；
By the essential information, the symptom and the confirmation as a result, determining doubtful illness in the database of case history.
Wherein, medical suggest is provided according to the doubtful illness, comprising:
According to the weight of essential information, symptom, confirmation result and doubtful illness and grading standard point is examined, calculates institute
It states dividing for doubtful illness and examines rank；
Rank is examined according to described point, and medical suggest is provided.
Wherein, rank being examined according to described point, medical suggest is provided, comprising:
It is level-one that described point, which is examined rank, then suggests medical to the emergency department of nearby hospitals；
It is second level that described point, which is examined rank, it is determined that the department for the doubtful illness of seeing and treating patients, it is proposed that the department of hospital
It is medical；
It is three-level that described point, which is examined rank, then suggests carrying out health screenings relevant to the doubtful illness；
It is level Four that described point, which is examined rank, then provides the daily management scheme of the doubtful illness.
Further, it is examined after rank provides medical suggest according to described point, further includes:
If receiving modification of the user to the symptom and/or the confirmation result, the doubtful illness is recalculated
Point examine rank.
Further, according to user input symptom and the database of case history, extract relevant issues before, further includes:
Natural language processing is carried out to the medical record data in the symptom and the database of case history of user's input respectively, forms label
The symptom of change and the case history of structuring.
On the other hand, the present invention provides a kind of point and examines device, comprising:
User interactive module, for obtaining the essential information of user and the symptom of user's input；
Illness screening module, for determining doubtful disease in the database of case history by the essential information and the symptom
Disease；
Divide and examine suggestion module, for providing medical suggest according to the doubtful illness.
Wherein, the illness screening module is specifically used for:
According to the symptom and the database of case history of user's input, relevant issues are extracted；
User is received to the confirmation result of the relevant issues；
By the essential information, the symptom and the confirmation as a result, determining doubtful illness in the database of case history.
Wherein, it examines suggestion module and includes: for described point
Stage unit, for according to the weight of essential information, symptom, confirmation result and doubtful illness and point examining grade and drawing
Minute mark is quasi-, calculates and examines rank dividing for the doubtful illness；
It is recommended that output unit, provides medical suggest for examining rank according to described point.
Further, stage unit is also used to: after examining rank according to described point and providing medical suggest, if the user
Interactive module receives modification of the user to the symptom and/or the confirmation result, then recalculates the doubtful illness
Divide and examines rank.
Further, device is examined for described point further include: data processing module, in the symptom and disease inputted according to user
Database is gone through, before extracting relevant issues,
Natural language processing is carried out to the medical record data in the symptom and the database of case history of user's input respectively, forms label
The symptom of change and the case history of structuring.
The invention has the benefit that
By the essential information of user and the symptom of input, doubtful illness is determined in the database of case history, and then provide phase
The medical suggestion answered.The present invention is suitable for self health control of distribution of out-patient department and user, and user only needs to carry out symptom complete
Face description, you can learn that further instructing user to select correct department's registration and medical consultation in outpatient service or build the case where body
It discusses it and adjusts daily behavior to improve symptom etc., on the one hand, the reception pressure that can mitigate outpatient service divides medical resource rationally
Match, on the other hand, user does not have to blindly seek medical advice, and has appropriate understanding and urgent reply means to possible illness.
Detailed description of the invention
Fig. 1 is the flow chart for dividing method of examining of the embodiment of the present invention one.
Fig. 2 is the structural schematic diagram for point examining device of the embodiment of the present invention two.
Specific embodiment
To keep the technical problems solved, the adopted technical scheme and the technical effect achieved by the invention clearer, below
It will the technical scheme of the embodiment of the invention will be described in further detail in conjunction with attached drawing, it is clear that described embodiment is only
It is a part of the embodiment of the present invention, instead of all the embodiments.
Embodiment one
The present embodiment provides one kind point to examine method, suitable for self of distribution of out-patient department and user health control, by one kind point
Device is examined to execute, this point is examined device and be made of software and/or hardware, at least has input equipment and display screen, is integrated in intelligence
In energy terminal or self-help registration equipment.
Fig. 1 is the flow chart for dividing method of examining of the embodiment of the present invention one.As shown in Figure 1, it includes following step that this point, which examines method,
It is rapid:
S11 obtains the essential information of user and the symptom of input.
The essential information for obtaining user can read social security card or identity card by card-reading apparatus, can also by user with
It is manually entered on the interactive interface of family.Essential information includes: name, gender, age, drug allergy history etc..
User can quickly find the physical feeling for symptom occur according to the classified navigation on display screen, and according to drawing
Lead input symptom description.Symptom can also be depicted by text or voice.
Natural language processing is carried out to the medical record data in the symptom and the database of case history of user's input respectively, forms label
The symptom of change and the case history of structuring.Using natural language processing technique, medical record data and symptom description are pre-processed, such as
Data cleansing, participle, proper noun recognition, reference disappear qi etc.；Information extraction is carried out to pretreated medical record data, by case history
Structuring, and model training is carried out according to the diagnosis of doctor in similar case and suggestion.Correspondingly, by symptom, physical examination data
Equal automated tags, and knowledge mapping and reasoning from logic algorithm are combined, constantly classification accuracy.
S12 determines doubtful illness by the essential information and the symptom in the database of case history.
According to the case data of structuring, the corresponding relationship of symptom and disease is indicated in the form of knowledge mapping, according to
The symptom of family input and the above-mentioned database of case history extract relevant issues, i.e., calculate the sky of inputted symptom and disease in real time
Between vector relations value, be used to indicate the weight and highly relevant symptom of suspected disease, with this further to patient put question to；It receives and uses
Confirmation result of the family to the relevant issues；By the essential information, the symptom and the confirmation as a result, in medical record data
Doubtful illness is determined in library.Wherein, the relevant issues include: symptom, medical history, medication history and inspection result.
Specifically, searching the matched case of symptom with user's input in case database, will occur in these cases
Other symptoms be output on display screen, ask client to be confirmed whether these symptoms and symptom position and severity etc. occur,
According to the confirmation of user as a result, further screening relevant issues, or determine doubtful illness.
Relevant issues are proposed to user and the number for obtaining confirmation result should control in the reasonable scope.
S13 provides medical suggest according to the doubtful illness.
According to the weight of essential information, symptom, confirmation result and doubtful illness and grading standard point is examined, calculates institute
It states dividing for doubtful illness and examines rank；Rank is examined according to described point, and medical suggest is provided.
Determine that point purpose for examining rank is the order of importance and emergency of determining doubtful illness, even if identical disease occurs in different people
Shape, risk can be different because of age, medical history etc., and the present embodiment is the correlative factors such as essential information, different symptoms, medical history
It is all provided with respective weight, after getting these contents, the urgency level that can calculate doubtful illness belongs to which point examines grade
Not.
As a preferred embodiment, examining rank according to described point provides medical suggest, comprising:
It is level-one that described point, which is examined rank, then suggests that the emergency department to nearby hospitals goes to a doctor, and for critical conditions, provides urgency
It rescues, guidance of saving oneself；
It is second level that described point, which is examined rank, it is determined that the department for the doubtful illness of seeing and treating patients, it is proposed that the department of hospital
It is medical；
It is three-level that described point, which is examined rank, then suggests carrying out health screenings relevant to the doubtful illness；
It is level Four that described point, which is examined rank, then provides the daily management scheme of the doubtful illness.
Divide and examine rank from level-one to level Four, urgency level gradually weakens.
As a preferred embodiment, if receiving modification of the user to the symptom and/or the confirmation result,
It then recalculates dividing for the doubtful illness and examines rank.
If receiving user to the symptom and/or the modification for confirming result, supplement, recalculate described doubtful
Illness point examines rank, point examines rank especially for three-level and level Four, correspondinglys increase if aggravation and point examines rank.
The present embodiment determines doubtful illness by the essential information of user and the symptom of input in the database of case history, into
And user is instructed to select correct department to register or adjust daily behavior etc. in outpatient service, on the one hand, to mitigate the reception pressure of outpatient service
Power makes medical resource reasonable distribution, and on the other hand, user does not have to blindly seek medical advice, and has appropriate understanding to doubtful illness.
Embodiment two
The present embodiment provides one kind point to examine device, divides method of examining described in above-described embodiment for executing, and solves same
Technical problem reaches identical technical effect.The device be generally integrated in intelligent terminal (such as mobile phone, tablet computer, PC etc.) or
The self-help registration machine of person's outpatient service.
Fig. 2 is the structural schematic diagram for point examining device of the embodiment of the present invention two.As shown in Fig. 2, this point examines device includes:
User interactive module 21, for obtaining the essential information of user and the symptom of user's input；
Illness screening module 22, for by the essential information and the symptom, determination to be doubtful in the database of case history
Illness；
Divide and examine suggestion module 23, for providing medical suggest according to the doubtful illness.
Wherein, the illness screening module 22 is specifically used for:
According to the symptom and the database of case history of user's input, relevant issues are extracted；User is received to the relevant issues
Confirm result；By the essential information, the symptom and the confirmation as a result, determining doubtful illness in the database of case history.
Wherein, it examines suggestion module 23 and includes: for described point
Stage unit 231, for according to the weight of essential information, symptom, confirmation result and doubtful illness and point examining
The grade criteria for classifying calculates and examines rank dividing for the doubtful illness；
It is recommended that output unit 232, provides medical suggest for examining rank according to described point.
Further, stage unit 231 is also used to: after examining rank according to described point and providing medical suggest, if described
User interactive module 21 receives modification of the user to the symptom and/or the confirmation result, then recalculates described doubtful
Rank is examined in dividing for illness.
Further, device is examined for described point further include: data processing module 24, at described illness screening module 22
According to user input symptom description and the database of case history, extract relevant issues before, respectively to user input symptom description and
Medical record data in the database of case history carries out natural language processing, forms the case history of the symptom description and structuring of labeling.
The technical principle of the invention is described above in combination with a specific embodiment.These descriptions are intended merely to explain of the invention
Principle, and shall not be construed in any way as a limitation of the scope of protection of the invention.Based on the explanation herein, the technology of this field
Personnel can associate with other specific embodiments of the invention without creative labor, these modes are fallen within
Within protection scope of the present invention.
Claims (10)
1. one kind point examines method, it is characterised in that:
Obtain the essential information of user and the symptom of input；
By the essential information and the symptom, doubtful illness is determined in the database of case history；
Medical suggest is provided according to the doubtful illness.
2. according to claim 1 point is examined method, which is characterized in that by the essential information and the symptom, in disease
It goes through and determines doubtful illness in database, comprising:
According to the symptom and the database of case history of user's input, relevant issues are extracted；The relevant issues include: symptom, medical history, use
Medicine history and inspection result；
User is received to the confirmation result of the relevant issues；
By the essential information, the symptom and the confirmation as a result, determining doubtful illness in the database of case history.
3. according to claim 2 point is examined method, which is characterized in that provide medical suggestion, packet according to the doubtful illness
It includes:
According to the weight of essential information, symptom, confirmation result and doubtful illness and grading standard point is examined, calculates described doubt
Rank is examined like dividing for illness；
Rank is examined according to described point, and medical suggest is provided.
4. according to claim 3 point is examined method, which is characterized in that examine rank according to described point and provide medical suggestion, packet
It includes:
It is level-one that described point, which is examined rank, then suggests medical to the emergency department of nearby hospitals；
It is second level that described point, which is examined rank, it is determined that the department for the doubtful illness of seeing and treating patients, it is proposed that the department to hospital is medical；
It is three-level that described point, which is examined rank, then suggests carrying out health screenings relevant to the doubtful illness；
It is level Four that described point, which is examined rank, then provides the daily management scheme of the doubtful illness.
5. according to claim 3 point is examined method, which is characterized in that examine rank according to described point and provide medical suggestion
Afterwards, further includes:
If receiving modification of the user to the symptom and/or the confirmation result, point of the doubtful illness is recalculated
Examine rank.
6. according to claim 2 point is examined method, which is characterized in that the symptom and the database of case history inputted according to user,
Before extraction relevant issues, further includes:
Natural language processing is carried out to the medical record data in the symptom and the database of case history of user's input respectively, forms labeling
The case history of symptom and structuring.
7. one kind point examines device characterized by comprising
User interactive module, for obtaining the essential information of user and the symptom of user's input；
Illness screening module, for determining doubtful illness in the database of case history by the essential information and the symptom；
Divide and examine suggestion module, for providing medical suggest according to the doubtful illness.
8. according to claim 7 point is examined device, which is characterized in that the illness screening module is specifically used for:
According to the symptom and the database of case history of user's input, relevant issues are extracted；
User is received to the confirmation result of the relevant issues；
By the essential information, the symptom and the confirmation as a result, determining doubtful illness in the database of case history.
9. according to claim 8 point is examined device, which is characterized in that examining suggestion module for described point includes:
Stage unit, for according to the weight of essential information, symptom, confirmation result and doubtful illness and point examining grade classification mark
Standard calculates and examines rank dividing for the doubtful illness；
It is recommended that output unit, provides medical suggest for examining rank according to described point.
10. according to claim 9 point is examined device, which is characterized in that further include: data processing module, in basis
The symptom and the database of case history of user's input, before extracting relevant issues,
Natural language processing is carried out to the medical record data in the symptom and the database of case history of user's input respectively, forms labeling
The case history of symptom and structuring.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710928700.0A CN110021391A (en) | 2017-10-09 | 2017-10-09 | One kind point examines method and apparatus |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710928700.0A CN110021391A (en) | 2017-10-09 | 2017-10-09 | One kind point examines method and apparatus |
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| CN110021391A true CN110021391A (en) | 2019-07-16 |
Family
ID=67186601
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
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| CN201710928700.0A Pending CN110021391A (en) | 2017-10-09 | 2017-10-09 | One kind point examines method and apparatus |
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Cited By (9)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN110442732A (en) * | 2019-07-24 | 2019-11-12 | 万达信息股份有限公司 | A kind of intelligent medical guide method, system and storage medium |
| CN110473615A (en) * | 2019-08-16 | 2019-11-19 | 北京声智科技有限公司 | A kind of information processing method and device |
| CN110619959A (en) * | 2019-08-09 | 2019-12-27 | 贵阳叁玖互联网医疗有限公司 | Intelligent triage method and system |
| CN110752026A (en) * | 2019-09-19 | 2020-02-04 | 深圳市第二人民医院 | Cerebrovascular medical quality control method, system, equipment and storage medium |
| CN111724888A (en) * | 2020-06-19 | 2020-09-29 | 上海依智医疗技术有限公司 | Information processing method for grading diagnosis guide, diagnosis guide system and storage medium |
| CN113284633A (en) * | 2021-06-11 | 2021-08-20 | 杭州智多心网络科技有限公司 | Patient online inquiry system for internet hospital |
| CN113362935A (en) * | 2020-03-05 | 2021-09-07 | 秦超 | Medical information processing system and method |
| CN113571167A (en) * | 2021-07-28 | 2021-10-29 | 重庆橡树信息科技有限公司 | Rapid triage system based on configured scoring knowledge model |
| TWI795651B (en) * | 2020-06-30 | 2023-03-11 | 廖珮宏 | Guided smart outpatient registration assistance system and method |
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| CN110442732A (en) * | 2019-07-24 | 2019-11-12 | 万达信息股份有限公司 | A kind of intelligent medical guide method, system and storage medium |
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| CN113284633A (en) * | 2021-06-11 | 2021-08-20 | 杭州智多心网络科技有限公司 | Patient online inquiry system for internet hospital |
| CN113571167A (en) * | 2021-07-28 | 2021-10-29 | 重庆橡树信息科技有限公司 | Rapid triage system based on configured scoring knowledge model |
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