CN109472707A - Medical intelligence core protects method, apparatus, computer equipment and storage medium - Google Patents

Medical intelligence core protects method, apparatus, computer equipment and storage medium Download PDF

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Publication number
CN109472707A
CN109472707A CN201811201195.0A CN201811201195A CN109472707A CN 109472707 A CN109472707 A CN 109472707A CN 201811201195 A CN201811201195 A CN 201811201195A CN 109472707 A CN109472707 A CN 109472707A
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core
protects
conclusion
disease
target
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倪皓天
王剑青
郭实
王著文
李敏
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Ping An Health Insurance Company of China Ltd
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Ping An Health Insurance Company of China Ltd
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q40/00Finance; Insurance; Tax strategies; Processing of corporate or income taxes
    • G06Q40/08Insurance
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H40/00ICT 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

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  • General Business, Economics & Management (AREA)
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  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
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  • Biomedical Technology (AREA)
  • Epidemiology (AREA)
  • General Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Primary Health Care (AREA)
  • Public Health (AREA)
  • Medical Treatment And Welfare Office Work (AREA)

Abstract

The invention discloses a kind of intelligent cores of medical treatment to protect method, apparatus, computer equipment and storage medium, and this method includes obtaining core to protect request, and it includes that core protects data and product identification of insuring that core, which protects request,;If it is when not knowing, based on product identification of insuring, to obtain physical feeling to be insured corresponding with product identification of insuring that the corresponding incipient nucleus of targets option, which protects conclusion,;The target identities position determined based on physical feeling to be insured that client is sent is obtained, and obtains at least one target disease corresponding with target body site;Database is searched according to target disease, obtains inquiry problem corresponding with target disease;Obtain the target answer based on determined by target disease corresponding inquiry problem that client is sent;Database is searched according to inquiry problem and target answer, the corresponding single core of each target disease is obtained and protects conclusion, conclusion is protected according to single core and determines that most end-nucleus protects conclusion, to solve the problems, such as that core protects inaccuracy and inefficiency.

Description

Medical intelligence core protects method, apparatus, computer equipment and storage medium
Technical field
The present invention relates to intelligent Decision Technology field more particularly to a kind of intelligent core of medical treatment protects method, apparatus, computer is set Standby and storage medium.
Background technique
Currently, core on the market is protected, there are two main classes, and one kind is that traditional core protects process, need client submit application of insuring, The paper materials such as physical examination report and case history, by medical matters, underwriter is audited, and client's core is given after 2-3 working day and protects conclusion, core It protects process efficiency lowly and artificial nucleus' guaranteed cost is higher.Another kind of is the unified health informing filled in using client, is filtered out The high risk client being not covered by product risks price range, and high risk client is declinatured, this mode fails difference Alienation assessment, by it is a large amount of it is critical can guarantor group keep outside of the door, protect inaccuracy, and inefficiency so as to cause core.
Summary of the invention
The embodiment of the present invention provides a kind of intelligent core of medical treatment and protects method, apparatus, computer equipment and storage medium, to solve Core protects the problem of inaccuracy and inefficiency.
A kind of intelligent core guarantor method of medical treatment, comprising:
It obtains core and protects request, it includes that core protects data and product identification of insuring that the core, which protects request, and the core protects data and includes Exception is healthy to inform corresponding targets option;
If the corresponding incipient nucleus of the targets option protects conclusion when being uncertain, based on the product identification of insuring, obtain Physical feeling to be insured corresponding with the product identification of insuring;
The target identities position determined based on the physical feeling to be insured that client is sent is obtained, the target is based on Physical feeling obtains at least one target disease corresponding with the target body site;
Database is searched according to the target disease, obtains inquiry problem corresponding with the target disease;
Obtain the target answer based on determined by the target disease corresponding inquiry problem that client is sent;
The database is searched according to the inquiry problem and the target answer, it is corresponding to obtain each target disease Single core protect conclusion, conclusion is protected according to the single core and determines that most end-nucleus protects conclusion.
A kind of intelligent core protection device of medical treatment, comprising:
Core protects request module, protects request for obtaining core, it includes that core protects data and product of insuring that the core, which protects request, Mark, it includes the corresponding targets option of abnormal healthy informing that the core, which protects data,;
Physical feeling to be insured obtains module, if it is uncertain for protecting conclusion for the corresponding incipient nucleus of the targets option When, based on the product identification of insuring, obtain physical feeling to be insured corresponding with the product identification of insuring;
Target disease obtains module, for obtaining the target of client transmission determined based on the physical feeling to be insured Identity position is based on the target body site, obtains at least one target disease corresponding with the target body site;
Inquiry problem obtains module, for searching database according to the target disease, obtains and the target disease pair The inquiry problem answered;
Target answer obtain module, for obtain client transmission based on the corresponding inquiry problem institute of the target disease Determining target answer;
Most end-nucleus protects conclusion and obtains module, for searching the data according to the inquiry problem and the target answer Library obtains the corresponding single core of each target disease and protects conclusion, protects conclusion according to the single core and determine that most end-nucleus protects knot By.
A kind of computer equipment, including memory, processor and storage are in the memory and can be in the processing The computer program run on device, the processor realize that the intelligent core of above-mentioned medical treatment protects method when executing the computer program Step.
A kind of computer readable storage medium, the computer-readable recording medium storage have computer program, the meter Calculation machine program realizes the step of intelligent core of above-mentioned medical treatment protects method when being executed by processor.
The above-mentioned intelligent core of medical treatment protects method, apparatus, computer equipment and storage medium, protects request by obtaining core, core is protected Request includes core guarantor's data and product identification of insuring, and it includes the corresponding targets option of abnormal healthy informing that core, which protects data, with after an action of the bowels It is continuous to judge whether that needing to carry out the intelligent core of medical treatment protects according to targets option.If it is not true that the corresponding incipient nucleus of targets option, which protects conclusion, Periodically, based on product identification of insuring, physical feeling to be insured corresponding with product identification of insuring is obtained, in advance according to body Position divides disease, when not knowing disease full name convenient for client, gets corresponding disease by physical feeling according to body.It obtains The target identities position determined based on physical feeling to be insured that client is sent is based on target body site, acquisition and target At least one corresponding target disease of physical feeling is searched database according to target disease, is obtained corresponding with target disease Inquiry problem obtains the target answer based on determined by target disease corresponding inquiry problem that client is sent, and realizes man-machine Interaction can complete the informing of a disease specific by answering inquiry problem so that health inform be simplified to it is ultimate attainment.According to inquiry It asks questions and searches database with target answer, obtain the corresponding single core of each target disease and protect conclusion, according at least one list One core protects conclusion and determines that most end-nucleus protects conclusion, realizes that carry out simple medicine to client protects in line core, provides differentiation core guarantor immediately Conclusion improves core and protects efficiency.
Detailed description of the invention
In order to illustrate the technical solution of the embodiments of the present invention more clearly, below by institute in the description to the embodiment of the present invention Attached drawing to be used is needed to be briefly described, it should be apparent that, the accompanying drawings in the following description is only some implementations of the invention Example, for those of ordinary skill in the art, without any creative labor, can also be according to these attached drawings Obtain other attached drawings.
Fig. 1 is the application environment schematic diagram that medical treatment intelligence core protects method in one embodiment of the invention;
Fig. 2 is the flow chart that medical treatment intelligence core protects method in one embodiment of the invention;
Fig. 3 is the flow chart that medical treatment intelligence core protects method in one embodiment of the invention;
Fig. 4 is the flow chart that medical treatment intelligence core protects method in one embodiment of the invention;
Fig. 5 is the flow chart that medical treatment intelligence core protects method in one embodiment of the invention;
Fig. 6 is the flow chart that medical treatment intelligence core protects method in one embodiment of the invention;
Fig. 7 is the flow chart that medical treatment intelligence core protects method in one embodiment of the invention;
Fig. 8 is the functional block diagram of medical treatment intelligence core protection device in one embodiment of the invention;
Fig. 9 is a schematic diagram of computer equipment in one embodiment 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 some of the embodiments of the present invention, instead of all the embodiments.Based on this hair Embodiment in bright, every other implementation obtained by those of ordinary skill in the art without making creative efforts Example, shall fall within the protection scope of the present invention.
The intelligent core of medical treatment provided by the present application protects method, can be applicable in the application environment such as Fig. 1, medical treatment intelligence core guarantor side Method is applied in the server-side of medical intelligent core insurance system, wherein client is communicated by network with server-side.Server-side It obtains core and protects request, send inquiry problem, the target corresponding with inquiry problem that server-side is sent according to client to client Answer carries out intellectual analysis, protects conclusion to get core, so that core is protected, conclusion is more accurate and raising core protects efficiency.Wherein, objective Family end can be, but not limited to various personal computers, laptop, smart phone, tablet computer and portable wearable set It is standby.Server-side can be realized with the server-side cluster of the either multiple server-side compositions of independent server-side.
In one embodiment, it as shown in Fig. 2, providing a kind of intelligent core guarantor method of medical treatment, applies in Fig. 1 in this way It is illustrated, specifically comprises the following steps: for server-side
S10: it obtains core and protects request, it includes that core protects data and product identification of insuring that core, which protects request, and it includes abnormal that core, which protects data, Health informs corresponding targets option.
Wherein, it is the request that the intelligent core of application medical treatment that client is sent is protected that core, which protects request,.Core protects data and refers to client The personal information for carrying out online template completion of insuring, for example, name, identification card number and age etc..Product identification of insuring refers to visitor The mark for the insurance products that family end is insured.The case where abnormal healthy informing is preset health problem. Targets option refers to the option corresponding with the healthy informing of exception that client selectes according to own situation.
In this present embodiment, the intelligent core insurance system of medical treatment and wechat and official website of insuring etc. are connected to the network, and pass through wechat and throwing Custody net etc. can be insured online, and protected data to the core insured online by the intelligent core insurance system of medical treatment and carried out medical treatment intelligence Core is protected.Server-side obtains the core that client is sent and protects request, includes the corresponding core of personal information that client is filled out in core guarantor's request Protect data, the core protect data include it is abnormal it is healthy inform corresponding targets option, so as to based on the targets option determine whether into Row is insured.It further includes product identification of insuring that core, which is protected in request, would know that client is insured by product identification of insuring Insurance products, avoid different insurance products can scope of insurance coverage it is different, and core is caused to protect error, for example, A insurance products are not protected 001 disease, B insurance products protect 001 disease.
S20: if it is, based on product identification of insuring, to obtain and throw when not knowing that the corresponding incipient nucleus of targets option, which protects conclusion, Protect the corresponding physical feeling to be insured of product identification.
Wherein, physical feeling to be insured is the preset physical feeling insured corresponding with product identification of insuring.
Specifically, when client is insured online, the abnormal healthy informing of display and corresponding option, abnormal healthy informing In include details corresponding with product identification of insuring.Such as, if any disease suffered from, if rehabilitation etc., client can According to the determining option corresponding with the healthy informing of exception of own situation.Wherein, it is abnormal it is healthy inform corresponding option can for " more than It is complete no ", " being partially " and three kinds of " abandoning insuring "." above complete no " refers to disease or problem mentioned in abnormal healthy informing It is not present, it is that can insure that corresponding incipient nucleus, which protects conclusion,." being partially " refers to the disease mentioned in abnormal healthy informing Or problematic portion exists, it is uncertain that corresponding incipient nucleus, which protects conclusion,." abandoning insuring " refers to that client is abandoned this time insuring, It is that can not insure that its corresponding incipient nucleus, which protects conclusion,.
More specifically, client is when wechat and official website etc. of insuring are insured online, it is pre- in wechat and official website etc. of insuring It is first equipped with the corresponding core of each insurance products and protects template, client protects template by core and filled in core guarantor's data according to own situation It is protected in template to core, wherein it includes abnormal healthy informing module that core, which is protected in template, and client is filled in different according to own health situation Chang Jiankang informs module, and sends core to server-side and protect request, and what server-side obtained that client sends healthy informs pair with abnormal The targets option answered carries out the intelligent core of medical treatment further according to targets option and protects operation.If targets option is that targets option is " above complete It is no " when, then it is that can protect that incipient nucleus, which protects conclusion, then protects without carrying out the intelligent core of medical treatment.If targets option is " being partially ", just Beginning core protect conclusion be it is uncertain, then need to carry out medical intelligent core and protect, and jump to medical treatment intelligence core guarantor interface automatically, and in medical treatment Intelligent core is protected on interface and shows each physical feeling to be insured corresponding with product identification of insuring.If targets option is " to abandon throwing Protect " when, then it is to declinature that incipient nucleus, which protects conclusion, then protects without carrying out the intelligent core of medical treatment, and be back to homepage of insuring online.
Further, in medical intelligent core insurance system, physical feeling to be insured can be body region of attending to anything else from top to bottom Compiled, such as brain, eye ear mouth, nasopharynx larynx, thyroid gland ..., bronchus and mammary gland, client by click or The operations such as touch can choose target body site.
S30: the target identities position determined based on physical feeling to be insured that client is sent is obtained, intended body is based on Position obtains at least one target disease corresponding with target body site.
Wherein, target body site refers to the physical feeling that client is selected from wait physical feeling of insuring.Target disease Refer to the disease that client is selected from preconfigured optional disease.
Specifically, server-side obtains the target body site selected from wait physical feeling of insuring that client is sent, often One target body site is corresponding at least one optional disease.Client be based on target body site, obtain database in mesh The corresponding all optional diseases of physical feeling are marked, obtain at least one target from optional disease by the operation such as clicking or touching Disease.For example, the target body site got is brain, optional disease corresponding with brain can be got, optional disease can For apoplexy, cerebral hemorrhage, cerebral infarction ..., mental disease and Alzheimer's disease (senile dementia) etc., obtain client hair At least one the target disease sent, target disease are one of optional disease or a variety of.
Further, the intelligent core insurance system of medical treatment also supports page retraction, when client chooses target body site Or when target disease, it is understood that there may be maloperation can then retract the page before modification.If the target disease that client need to choose with The target disease of selection is not belonging to same target body site, then can also retract, and selected target physical feeling again, and according to Target body site chooses target disease.
Further, the intelligent core insurance system of medical treatment is shown each corresponding with product identification of insuring wait throw in the display page Make life secure body region when, may also display indicating risk content, indicating risk content is " to would you please fill out strictly according to the facts according to own actual situation It writes, if any not firm informing, the validity and subsequent Claims Resolution of declaration form may be influenced!", by showing indicating risk content, to obtain Get be client accurate health and fitness information, be convenient for subsequent Claims Resolution.
S40: database is searched according to target disease, obtains inquiry problem corresponding with target disease.
Wherein, the problem of inquiry problem is the preconfigured disease about target, preconfigured inquiry problem are usually selected It takes and the higher problem of disease degree of relevancy.Wherein, inquiry problem general control shortens man-machine as far as possible within 3 problems Interaction time protects efficiency to improve core.It is stored with the corresponding inquiry problem of each optional disease in database, is selected according to client The target disease that takes searches database, can quick search to inquiry problem corresponding with target disease, so as to subsequent according to inquiry Problem enters real-time, interactive mode, with carry out simple medicine line core protect, provide differentiation core protect conclusion, realize to it is critical can The high frequency zone of guarantor group from several days to a few minutes protects efficiency to promote core.
S50: the target answer based on determined by target disease corresponding inquiry problem that client is sent is obtained.
Wherein, target answer is client answer according to determined by inquiry problem.
In one embodiment, client directly inputs answer according to the corresponding inquiry problem of target disease, to answer Keyword extraction is carried out, and corresponding target answer is determined by keyword.It in another embodiment, is in advance each inquiry It asks questions and configures corresponding answer choice, according to the corresponding inquiry problem of the target disease provided and answer choice, client Ke Cai With answer choice mode is clicked, target answer is sent to server-side.
Wherein, the corresponding inquiry problem of same target disease can be one or more, each inquiry problem corresponding at least one A target answer.Such as " whether be diagnosed with chronic otitis media, or have cholesteatoma, or once hospitalization? " this inquiry In problem, inquire that the target answer of problem can be "Yes" and "No", client is determined according to the corresponding inquiry problem of target disease Target answer perhaps meets all contents referred to, mesh in this inquiry problem if meeting in a certain in this inquiry problem Mark answer is "Yes", if not meeting the content of this inquiry problem referred to, target answer is "No".
S60: searching database according to inquiry problem and target answer, obtains the corresponding single core of each target disease and protects knot By according to the determining most end-nucleus guarantor conclusion of single core guarantor's conclusion.
Wherein, single core guarantor conclusion refers to that the corresponding core of single disease protects conclusion.Most end-nucleus guarantor's knot wheel refers to asks with core guarantor The corresponding intelligent core of medical treatment is asked to protect conclusion.
Specifically, all inquiry problems, answer choice and corresponding core for being provided with each disease in database in advance are protected Conclusion inquires database by inquiry problem and target answer, obtains core corresponding with inquiry problem and target answer and protects knot wheel, It gets the corresponding single core of each target disease and protects conclusion.If the target disease that client is chosen is one, directly will The single core protects conclusion as most end-nucleus and protects result;If client choose target disease be it is multiple, according at least one core It protects conclusion and determines that most end-nucleus protects conclusion.
Wherein, the corresponding single core guarantor conclusion of target answer different in same inquiry problem can be different, and single core protects knot By can be can protect, except accept insurance and declinature three kinds, weight of the server-side previously according to each inquiry problem, the determination basis inquiry Can the corresponding target answer of problem directly determine single core and protect conclusion, if can directly determine single core protects conclusion, without asking Ask next inquiry problem;If cannot directly determine single core protect as a result, if need to inquire next inquiry problem, until according to all inquiries Corresponding target answer of asking questions determines that most end-nucleus protects conclusion.For example, the corresponding first inquiry problem of tympanitis disease is " to be It is no to be diagnosed with chronic otitis media, or have cholesteatoma, or once hospitalization? " if target answer is "Yes", if target Answer is that "Yes" can directly determine single core guarantor conclusion, then is that "Yes" searches database by target answer, obtains corresponding list One core is protected except conclusion can be and is accepted insurance.If target answer is "No", if target answer is that "No" cannot directly determine single core Conclusion is protected, then second inquiry problem is jumped to, if can answer by the first inquiry problem and the corresponding target of the second inquiry problem Case can determine that single core protects conclusion, then the target answer got is the corresponding answer "No" of first inquiry problem and second A inquiry problem corresponds to answer, if the corresponding target answer of second inquiry problem is "Yes" and two kinds of "No", is answered according to target When case is the corresponding answer "No" of first inquiry problem and second inquiry problem corresponding answer "Yes", lookup database, And obtaining corresponding single core to protect conclusion can be that can protect.According to target answer be the corresponding answer "No" of first inquiry problem with When the corresponding answer "No" of second inquiry problem, database is searched, corresponding single core is obtained and protects except conclusion can be and accepts insurance. Wherein, it can protect and refer to that client can insure to product of insuring.Except accept insurance and refer in addition to corresponding target disease, can carry out It insures, accepts insurance for example, the corresponding core of " tympanitis " disease is protected except conclusion is, then referring in addition to " tympanitis " disease, visitor Family can insure to product of insuring.It declinatures and refers to that client can not insure to the insurance products that this is insured.
In step S10-S60, obtains core and protect request, it includes that core protects data and product identification of insuring that core, which protects request, and core protects number According to including the corresponding targets option of abnormal healthy informing, judged whether to need to carry out medical treatment intelligence according to targets option so as to subsequent Core is protected.If it is when not knowing that the corresponding incipient nucleus of targets option, which protects conclusion, based on product identification of insuring, obtain and insure product mark Sensible corresponding physical feeling to be insured, dividing disease according to physical feeling in advance can when not knowing disease full name convenient for client Corresponding disease is got according to physical feeling to be insured.Obtain the mesh determined based on physical feeling to be insured that client is sent Identity position is marked, target body site is based on, at least one target disease corresponding with target body site is obtained, according to mesh Mark disease and search database, obtain corresponding with target disease inquiry problem, obtain client transmission based on target disease pair Human-computer interaction is realized in target answer determined by the inquiry problem answered, and can complete a specific disease by answering inquiry problem The informing of disease improves core and protects efficiency.Database is searched according to inquiry problem and target answer, it is corresponding to obtain each target disease Single core protects conclusion, protects conclusion according at least one single core and determines that most end-nucleus protects conclusion, realizes and carry out simple medicine to client It is protected in line core, provides differentiation core immediately and protect conclusion, improved core and protect efficiency.
In one embodiment, as shown in figure 3, in step S40, i.e., database, acquisition and target are searched according to target disease The corresponding inquiry problem of disease, further includes following steps:
Whether S41: searching database according to target disease, judge in database comprising target disease.
Specifically, the corresponding all body of each insurance products are pre-configured in the database of the intelligent core insurance system of medical treatment Position and all optional diseases.The display page of the client by client in medical intelligent core insurance system directly inputs target disease, Database can be searched by target disease, judge whether database includes target disease.Specifically, it can be the target of input Disease each optional disease corresponding with product identification of insuring carries out fuzzy matching, if in the target disease of input and database Optional disease matches, then determines in database comprising target disease;If the target disease of input is not matched in the database Corresponding optional disease then determines not including target disease in database.
S42: when in database including target disease, obtain corresponding with target disease inquiry problem and with the problem of inquiry Corresponding at least two answer choice.
Specifically, corresponding inquiry problem and corresponding with inquiry problem is configured for each optional disease in advance in database At least two answer choices, corresponding inquiry problem and answer choice are got by target disease, will pass through man-machine friendship The intelligent core of medical treatment is mutually carried out to protect.
S43: when not including target disease in database, prompt information is obtained.
Specifically, when not including target disease in database, prompt information is jumped out automatically, prompt information can be " you Disease not within the scope of the intelligent core of this medical treatment is protected, this, which is insured, to accept, you can insure other insurance products of our company Or connection our company attendant selects other Insuring ways ", it notifies client to carry out insuring or move on to other products under line, exits Core protects the page.
In step S41-S43, database is searched according to target disease, judges in database whether to include target disease, when When in database including target disease, to obtain corresponding with target disease inquiry problem and corresponding at least with the problem of inquiry Two answer choices, to realize that carrying out the intelligent core of medical treatment by human-computer interaction protects.When not including target disease in database, obtain Prompt information is taken, and exits medical intelligent core and protects.
Corresponding, what the acquisition client in step S50 was sent is determined based on the corresponding inquiry problem of target disease Target answer, comprising: obtain client send based on the corresponding inquiry problem of target disease and with inquiry problem it is corresponding At least two answer choices determined by target answer.Specifically, client by the corresponding inquiry problem of target disease and At least two answer choice corresponding with inquiry problem chooses at least two answer corresponding with inquiry problem according to own situation Any of option is used as target answer.Client passes through preconfigured inquiry problem and at least two answer choices, nothing Client is needed to carry out being manually entered processing to target answer, quickly to server-side feedback target answer, so that human-computer interaction process Speed is faster.
In one embodiment, as shown in figure 4, in step S60, i.e., database is searched according to inquiry problem and target answer, It obtains the corresponding single core of each target disease and protects conclusion, specifically comprise the following steps:
S611: based on product identification and the target disease lookup database of insuring, obtain and insure product identification and target disease The corresponding decision-tree model of kind.
Specifically, be stored in database in advance is the corresponding each disease of insurance products configured with corresponding decision tree mould Type.By insuring, product identification searches database, obtains the decision-tree model of each disease corresponding with product identification of insuring, and Decision-tree model corresponding with target disease is got according to target disease, to get subsequently through decision-tree model and mesh It marks the corresponding single core of disease and protects conclusion.
S612: inquiry problem and target answer are input in decision-tree model, obtain the corresponding list of each target disease One core protects conclusion.
Specifically, conclusion is protected configured with single core for the corresponding each answer choice of disease in advance in decision-tree model, led to It crosses and inquiry problem and target answer is input in decision-tree model corresponding with target disease, first pass through inquiry problem and get The node of decision-tree model, then corresponding single core is got by target answer and protects conclusion.
In step S611-S612, based on product identification and the target disease lookup database of insuring, obtain and insure product mark Know decision-tree model corresponding with target disease, inquiry problem and target answer are input in decision-tree model, obtains each The corresponding single core of target disease protects conclusion, and to realize that obtaining single core by decision-tree model protects conclusion, acquisition process is simple Quickly, and decision-tree model can be recycled, and be conducive to improve the acquisition rate that single core protects conclusion.
In one embodiment, single core protect conclusion include declinature, except accept insurance and can protect.As shown in figure 5, in step S60, Conclusion is protected according to single core and determines that most end-nucleus protects conclusion, is specifically comprised the following steps:
S621: judge whether the corresponding single core of each target disease protects conclusion identical.
Specifically, the target disease that client is sent is one or more, judges that the corresponding core of each target disease is protected Whether conclusion is identical.Wherein, single core protect conclusion include can protect, except accept insurance and declinature three kinds.For example, the mesh that client is sent Marking disease is two, judges whether the corresponding single core of two target diseases protects conclusion identical.
S622: when the corresponding single core of each target disease protect conclusion it is identical when, will identical single core guarantor's conclusion as First most end-nucleus protects conclusion.
Specifically, if the target disease that client is sent is one, the corresponding single core of the target disease is protected into knot Conclusion is protected by as most end-nucleus.If the target disease that client is sent is multiple, will identical single core guarantor's conclusion as First most end-nucleus protects conclusion, and will protect conclusion to client feedback most end-nucleus.For example, the corresponding single core of two target diseases is protected Conclusion is that can protect, then can protect the first core of seat and protect conclusion.
Further, when each single core, which is protected except conclusion is, accepts insurance, then final output core is protected except conclusion is and is held It protects, while being determined in listing core guarantor on the page and electronic insurance policy, and with ";" separate (as " to hepatitis and its complication with after It accepts insurance except hospitalization caused by something lost disease;Except hospitalization caused by calculi in urinary system and its complication and sequelae Accept insurance ").Further, if the quantity that single core guarantor's conclusion is accepted insurance except being reaches preset times, its most end-nucleus is protected and is tied By being set as declinaturing.For example, it is to declinature that the first most end-nucleus, which protects conclusion, when disease of accepting insurance except if is up to 3 or more.
S623: when the corresponding single core of at least one target disease protect conclusion it is not identical when, if at least one target disease It is to declinature that corresponding single core, which protects conclusion, will declinature and protects conclusion as the second most end-nucleus;If at least one target disease is corresponding Single core is protected except conclusion is and is accepted insurance, and it is not to declinature that the corresponding single core of remaining target disease, which protects conclusion, work of accepting insurance by except Conclusion is protected for third most end-nucleus.
Wherein, the priority that conclusion can be protected according to single core determines that most end-nucleus protects conclusion.In this present embodiment, single core is protected Conclusion is the highest priority declinatured, and single core protects the priority accepted insurance except conclusion is and takes second place, and it is that can protect that single core, which protects conclusion, Priority it is minimum.
Specifically, if at least one single core protect conclusion it is not identical when, obtaining at least one core, to protect conclusion corresponding preferential Priority is that highest single core protects conclusion as most end-nucleus guarantor's conclusion by grade.It is to be appreciated that if at least one target disease It is that the limited grade declinatured, and declinatured most is somebody's turn to do that corresponding single core, which protects conclusion, then will declinature and protect conclusion as the second most end-nucleus.Example Such as, it is to declinature that the corresponding single core of disease A, which protects conclusion, and the corresponding single core of disease B, which is protected except conclusion is, accepts insurance, and disease C is corresponding Single core protect conclusion be can protect, then will declinature as most end-nucleus protect conclusion.If the corresponding single core of at least one target disease It protects except conclusion is and accepts insurance, and it is not to declinature that the corresponding single core of remaining target disease, which protects conclusion, is accepted insurance by except as third Most end-nucleus protects conclusion.For example, the corresponding single core of disease A is protected except conclusion is and accepted insurance, the corresponding single core of disease B protects conclusion and is It can protect, then accept insurance by except and protect conclusion as third most end-nucleus.
In step S621-S623, when the corresponding single core of each target disease protect conclusion it is identical when, by identical institute It states single core and protects conclusion as the first most end-nucleus and protect conclusion, when the corresponding single core of at least one described target disease protects conclusion not When identical, if it is to declinature that the corresponding single core of at least one described target disease, which protects conclusion, it will declinature and protected as the second most end-nucleus Conclusion;It accepts insurance if the corresponding single core of at least one described target disease is protected except conclusion is, and the remaining target disease pair It is not to declinature that the single core answered, which protects conclusion, accepts insurance by except and protects conclusion as third most end-nucleus, is tied with realizing to be protected according to single core Conclusion is protected by most end-nucleus is got, the intelligent core of medical treatment is completed and protects, be not necessarily to manpower intervention.
In one embodiment, it includes customer ID that core, which protects data, wherein customer ID refers to for finding only one The mark of client can be the identification card number of client.
After step S60, i.e., after protecting conclusion according to single core and determining the step of most end-nucleus protects conclusion, medical treatment intelligence Core protects method further include: customer ID, insure product identification and most end-nucleus are protected conclusion and are associated, and stored to database In.Specifically, most end-nucleus protect conclusion can be declinature, except accept insurance and three kinds can be protected, regardless of whether accepting insurance, be both needed to mark client Know, insure product identification and most end-nucleus are protected conclusion and are associated, and be recorded in the database of the intelligent core insurance system of medical matters medical treatment, To save the risk factors of the client, saves from damage for subsequent this declaration form of the client or the new contract of other declaration forms, save from damage, settle a claim, continuing insurance It is referred to when being protected with core.Wherein, declaration form is saved from damage refer to that client buys insurance after, due to the variation or economic situation of physical condition The many factors such as variation can all lead to the change of client's insurance will, insurance company in order to meet the continually changing demand of client, To maintain the continuous and effective of declaration form.
Further, customer ID, product identification of insuring, target disease and single core guarantor's conclusion can be also associated and is deposited Storage that is, after obtaining at least one target disease corresponding with target body site, searches data after step S30 Library, judging whether can be straight if protecting conclusion comprising corresponding single core comprising single core guarantor conclusion corresponding with the target disease It connects and corresponding single core is called to protect conclusion, protected if medical intelligent core need to be re-started to the target disease, step can be performed S40。
In one embodiment, as shown in fig. 6, before step S10, i.e., before obtaining the step of core protects request, medical treatment Intelligent core protects method further include:
S11: it obtains core and protects configuring request, it includes product identification to be configured and body to be configured in configuring request that core, which is protected, Position.
Wherein, it is the request configure that developer sends in medical core insurance system that core, which protects configuring request,. Product identification to be configured refers to the mark of the preset insurance products configured.Physical feeling to be configured refers to pre- The physical feeling configure first set.
Specifically, people is the entirety with vital movement function, and there is different titles at different positions, in advance People is divided into different physical feelings, body region of attending to anything else from top to bottom according to physical feeling is arranged.In advance in medical intelligence It can be that each insurance products configure corresponding physical feeling in core insurance system, obtain the core that client is sent and protect configuring request, it should It includes product identification to be configured and physical feeling to be configured in configuring request that core, which is protected,.
S12: acquisition is corresponding with product identification to be configured to declinature disease, and obtains corresponding with physical feeling to be configured Optional disease, will declinature disease and optional disease matches.
Wherein, it declinatures disease and refers to the corresponding disease for not receiving to insure of product identification to be configured.Optional disease refers to pre- All diseases corresponding with physical feeling to be configured first configured.
Specifically, optional disease is divided according to physical feeling to be configured, can crawl network data by crawler mode, By major medical institutions, optional disease corresponding with physical feeling to be configured is obtained, by physical feeling to be configured and optional disease Kind corresponds to.For example, physical feeling to be configured is brain, optional disease corresponding with brain is obtained, it is common corresponding with brain Optional disease is apoplexy, cerebral hemorrhage, cerebral infarction, mental disease and Alzheimer's disease (senile dementia) etc., and will be to be configured Physical feeling is corresponding with optional disease.According to product identification to be configured, acquisition is corresponding with product identification to be configured to declinature disease, And obtain each optional disease corresponding with physical feeling to be configured, by product identification to be configured it is corresponding declinature disease with it is optional Disease is matched.
S13: if declinaturing disease and optional disease successful match, the first core is configured according to optional disease and protects conclusion.
Specifically, if declinaturing disease and optional disease successful match, for the optional disease of declinaturing disease successful match It configures the first core and protects conclusion, wherein it can be to declinature, and be not necessarily to the optional disease for being with declinaturing disease successful match that the first core, which protects conclusion, Kind configures corresponding inquiry problem and answer choice.For example, optional disease is corresponding with glaucoma disease, when declinaturing disease and green light When eye disease kind matches, then it is to declinature, and be not required to configure glaucoma disease and ask that corresponding first core of glaucoma disease, which protects conclusion, It asks questions and answer choice.
S14: if declinaturing disease and the matching of optional disease is unsuccessful, according to optional disease configure corresponding inquiry problem and At least two answer choices configure the second core based on inquiry problem and answer choice and protect conclusion.
Specifically, if declinature disease and optional disease matching it is unsuccessful, jump to supplementary question part automatically, be and refuse It protects the unsuccessful optional disease of disease matching and configures corresponding inquiry problem and at least two answer choices.Inquiry problem and answer Option is succinct as far as possible, wherein answer choice inquires problem general control at 3 generally using being or no question and answer mode Within problem, as far as possible the shortening human-computer interaction time, efficiency is protected to improve core.For example, by cataract disease do not find with it is white Cataract or glaucoma disease is corresponding to declinature disease, then configures corresponding inquiry problem and answer choice for cataract disease, such as inquire problem: It " whether is simple cataract (caused by non-systemic disease, such as diabetes), fully recover after cataract operation has reach 1 year so far More than, and (such as entophthamia, bullous keratopathy become, artificial lens misplaces, capsule sample is yellow without binocular vision disorder and other complication Spot oedema, detachment of retina)? " answer choice is "Yes" and "No".And the second core is configured based on inquiry problem and answer choice and is protected Conclusion, for example, if it is that can protect that the second core, which protects conclusion, when answer choice is "Yes", if answer choice is "No", the second core Protecting conclusion is to declinature.
In step S11-S14, obtain it is corresponding with product identification of insuring declinature disease, and obtain and physical feeling to be configured Corresponding optional disease, will declinature disease and optional disease matches, if declinaturing disease and optional disease successful match, The first core is configured according to optional disease and protects conclusion, corresponding inquiry problem and answer choice is configured without to optional disease, with reality It now treats the corresponding disease of declinaturing of product of insuring and configures the first core guarantor's conclusion, simplify the configuration flow that the first core protects conclusion.If refusing It protects disease and the matching of optional disease is unsuccessful, then corresponding inquiry problem is configured according to optional disease and at least two answers are selected , the second core is configured based on inquiry problem and answer choice and protects conclusion, to realize that treating the corresponding optional disease of product of insuring matches Inquiry problem and answer choice are set, its second core is protected as its correspondence by conclusion based on inquiry problem and answer choice so as to subsequent Single core protect conclusion, to ensure that the intelligent core of medical treatment protected goes on smoothly.
In one embodiment, as shown in fig. 7, after step s 14, i.e., based on inquiry problem and answer choice configuration the Two cores were protected after the step of conclusion, and it further includes following steps that medical treatment intelligence core, which protects method:
S141: the corresponding inquiry problem of each optional disease, answer choice and the second core are protected into conclusion and are associated, is determined The corresponding weight of inquiry problem.
Specifically, each optional disease corresponding with product identification of insuring is obtained, and obtains inquiry corresponding with optional disease Ask questions, answer choice and the second core protect conclusion, according to inquiry problem and optional disease between correlation, determine each ask Inscribe corresponding weight.For example, inquiry problem 1 is " whether to be diagnosed with chronic otitis media, or have cholesteatoma, or be once hospitalized Treatment? ", inquiry problem 2 be " whether fully recovered more than 1 year, and without dysacousis, the tympanic membrane perforation, ear flowing water or suppurated? ", Inquiry problem 1 and the correlation of chronic middle ear disease are higher, inquire that problem 2 and the correlation of chronic middle ear disease are lower, then ask Inscribing 1 corresponding weight can be 60%, the corresponding weight 40% of problem 1.
S142: the corresponding inquiry problem of each optional disease, answer choice, the second core are based on and protects conclusion and inquiry problem pair The weight answered carries out decision tree building, obtains decision-tree model.
Specifically, the node that decision tree corresponding with optional disease is determined according to the corresponding weight of inquiry problem, will inquire The corresponding answer choice of problem as inquiry trouble node branch, if a certain branch without next problem, by answering for the branch Case option is as leaf node, and corresponding second core of the answer choice protects conclusion as the second core of the leaf node and protects knot By getting decision-tree model corresponding with optional disease with this.For example, the inquiry corresponding weight of problem 1 can in step S141 It is 60%, inquires the corresponding weight 40% of problem 1, then regarding inquiry problem 1 as root node, regard inquiry problem 2 as root section The next node of point, using the corresponding answer choice "Yes" and "No" of inquiring problem 1 as two paths of root node, if answer Without next inquiry problem after option "Yes", then using "Yes" as leaf node, and corresponding second core of answer choice "Yes" is protected Conclusion " except accept insurance " protects conclusion as corresponding second core of the leaf node.If there is next ask after answer choice "No" Topic will inquire next node of the problem 2 as root node, and will the inquiry corresponding answer choice "Yes" of problem 2 and "No" conduct Two paths of next node, and if the step of repeat after answer choice "Yes" without next problem, asked until all Topic building is completed, and decision-tree model is obtained.
Further, conclusion is protected based on the corresponding inquiry problem of each optional disease, answer choice, the second core and inquiry is asked Corresponding weight is inscribed, is modeled using ID3 algorithm, decision-tree model is obtained, comprising: traverses the corresponding power of each optional disease Weight, be based on the corresponding inquiry problem of weight and answer choice, by desired value formula, comentropy formula and information gain formula into Row calculates, and obtains the information gain of each inquiry problem;Wherein, desired value formula isInformation Entropy formula isIt is Gain (x, t)=Info (t)-Info (x, t), p with information gain formulaiIt is The probability of i-th of inquiry problem, Info (t) is the desired value of inquiry problem, and m is the quantity of inquiry problem, and t is inquiry problem, x It is the corresponding weight of inquiry problem, xiIt is the corresponding weight of i-th of inquiry problem, Info (x, t) is the comentropy of inquiry problem, Gain (x, t) is the information gain of inquiry problem;Choose the root section for having the inquiry problem of maximum information gain as decision tree Point, and using the corresponding weight of the problem of inquiring as the weight of root node;Root node based on decision tree repeats calculating inquiry The step of information gain corresponding to problem, successively determines the decision tree second layer to each node of the last layer, until under each branch Lowest level node has corresponding second core to protect conclusion, obtains decision-tree model.
S143: product identification to be configured, optional disease and decision-tree model are saved into database.
Specifically, each optional disease corresponding with product identification to be configured is obtained, and it is corresponding to obtain each optional disease Decision-tree model, product identification to be configured, optional disease and decision-tree model are saved into database.
In step S141-S143, by the corresponding inquiry problem of each optional disease, answer choice and the second core protect conclusion into Row association determines the corresponding weight of inquiry problem, and is based on the corresponding inquiry problem of each optional disease, answer choice, second Core protects conclusion weight corresponding with inquiry problem and carries out decision tree building, to realize building decision-tree model, and construction method letter It is single quick.Product identification to be configured, optional disease and decision-tree model are saved into database, so as to subsequent according to be configured Mark and optional disease get corresponding decision-tree model, and quickly determine that the second core protects conclusion, mentions according to decision-tree model The efficiency that the high intelligent core of medical treatment is protected.
It should be understood that the size of the serial number of each step is not meant that the order of the execution order in above-described embodiment, each process Execution sequence should be determined by its function and internal logic, the implementation process without coping with the embodiment of the present invention constitutes any limit It is fixed.
In one embodiment, a kind of intelligent core protection device of medical treatment, medical treatment intelligence core protection device and above-described embodiment are provided The middle intelligent core of medical treatment is protected method and is corresponded.As shown in figure 8, medical treatment intelligence core protection device includes that core protects request module 10, physical feeling to be insured obtains module 20, target disease obtains module 30, inquiry problem obtains module 40, target answer obtains Modulus block 50 and most end-nucleus protect conclusion and obtain module 60.Detailed description are as follows for each functional module:
Core protects request module 10, protects request for obtaining core, it includes that core protects data and product mark of insuring that core, which protects request, Know, it includes the corresponding targets option of abnormal healthy informing that core, which protects data,.
Physical feeling to be insured obtains module 20, if protect conclusion for the corresponding incipient nucleus of targets option not know, Based on product identification of insuring, physical feeling to be insured corresponding with product identification of insuring is obtained.
Target disease obtains module 30, for obtaining the target body of client transmission determined based on physical feeling to be insured Part position, is based on target body site, obtains at least one target disease corresponding with target body site.
Inquiry problem obtains module 40, for searching database according to target disease, obtains inquiry corresponding with target disease It asks questions.
Target answer obtains module 50, for obtaining the true based on the corresponding inquiry problem institute of target disease of client transmission Fixed target answer.
Most end-nucleus protects conclusion and obtains module 60, for searching database according to inquiry problem and target answer, obtains each The corresponding single core of target disease protects conclusion, protects conclusion according to single core and determines that most end-nucleus protects conclusion.
In one embodiment, it includes that the first judging unit, problem and answer choice obtain list that inquiry problem, which obtains module 40, Member and prompt information acquiring unit.
Whether the first judging unit judges in database for searching database according to target disease comprising target disease.
Problem and answer choice acquiring unit, for obtaining and target disease pair when in database including target disease The inquiry problem and at least two answer choices corresponding with inquiry problem answered.
Prompt information acquiring unit, for obtaining prompt information when not including target disease in database.
Target answer obtains module 50, be also used to obtain client transmission based on the corresponding inquiry problem of target disease and Target answer determined by least two answer choice corresponding with inquiry problem.
In one embodiment, it includes that decision-tree model acquiring unit and single core protect knot that most end-nucleus, which protects conclusion and obtains module 60, By acquiring unit.
Decision-tree model acquiring unit, for obtaining and throwing based on product identification and the target disease lookup database of insuring Protect product identification and the corresponding decision-tree model of target disease.
Single core protects conclusion acquiring unit, for that will inquire that problem and target answer are input in decision-tree model, obtains The corresponding single core of each target disease protects conclusion.
In one embodiment, single core protect conclusion include declinature, except accept insurance and can protect.Most end-nucleus protects conclusion and obtains module 60 include second judgment unit, the first determination unit and the second determination unit.
Second judgment unit, for judging that it is whether identical that the corresponding single core of each target disease protects conclusion.
First determination unit, for when the corresponding single core of each target disease protect conclusion it is identical when, will be identical single Core protects conclusion as the first most end-nucleus and protects conclusion.
Second determination unit, for when the corresponding single core of at least one target disease protect conclusion it is not identical when, if at least It is to declinature that the corresponding single core of one target disease, which protects conclusion, will declinature and protects conclusion as the second most end-nucleus;If at least one mesh The corresponding single core of mark disease, which is protected except conclusion is, accepts insurance, and it is not to declinature that the corresponding single core of remaining target disease, which protects conclusion, It accepts insurance by except and protects conclusion as third most end-nucleus.
In one embodiment, it includes customer ID that core, which protects data,.After most end-nucleus protects conclusion acquisition module 60, medical intelligence Can core protection device, be also used to that customer ID, insure product identification and most end-nucleus are protected conclusion and are associated, and stored to database In.
In one embodiment, before core protects request module 10, medical treatment intelligence core protection device further includes that core protects configuration Request unit, disease judging unit, the first core protect conclusion configuration unit and the second core protects conclusion configuration unit.
Core protects configuring request acquiring unit, protects configuring request for obtaining core, it includes production to be configured in configuring request that core, which is protected, Product mark and physical feeling to be configured.
Disease judging unit, for obtain it is corresponding with product identification of insuring declinature disease, and obtain and body to be configured The corresponding optional disease in position, will declinature disease and optional disease matches.
First core protects conclusion configuration unit, if for declinaturing disease and optional disease successful match, according to optional disease It configures the first core and protects conclusion.
Second core protects conclusion configuration unit, if unsuccessful for declinaturing disease and the matching of optional disease, according to optional disease Kind configures corresponding inquiry problem and at least two answer choices, configures the second core guarantor based on inquiry problem and answer choice and ties By.
In one embodiment, after the second core protects conclusion configuration unit, medical treatment intelligence core protection device further includes that weight is true Order member, decision-tree model configuration unit and storage unit.
Weight determining unit, for will the corresponding inquiry problem of each optional disease, answer choice and the second core guarantor's conclusion It is associated, determines the corresponding weight of inquiry problem.
Decision-tree model configuration unit, for being based on the corresponding inquiry problem of each optional disease, answer choice, the second core It protects conclusion weight corresponding with inquiry problem and carries out decision tree building, obtain decision-tree model.
Storage unit, for saving product identification to be configured, optional disease and decision-tree model into database.
Specific about medical intelligent core protection device limits the limit that may refer to that method is protected above for medical intelligent core Fixed, details are not described herein.Modules in the above-mentioned intelligent core protection device of medical treatment can fully or partially through software, hardware and its Combination is to realize.Above-mentioned each module can be embedded in the form of hardware or independently of in the processor in computer equipment, can also be with It is stored in the memory in computer equipment in a software form, in order to which processor calls the above modules of execution corresponding Operation.
In one embodiment, a kind of computer equipment is provided, which can be server-side, internal junction Composition can be as shown in Figure 9.The computer equipment include by system bus connect processor, memory, network interface and Database.Wherein, the processor of the computer equipment is for providing calculating and control ability.The memory packet of the computer equipment Include non-volatile memory medium, built-in storage.The non-volatile memory medium is stored with operating system, computer program and data Library.The built-in storage provides environment for the operation of operating system and computer program in non-volatile memory medium.The calculating The database of machine equipment protects conclusion etc. for storing inquiry problem, answer choice and corresponding core.The network of the computer equipment Interface is used to communicate with external terminal by network connection.To realize a kind of medical treatment when the computer program is executed by processor Intelligent core protects method.
In one embodiment, a kind of computer equipment is provided, including memory, processor and storage are on a memory simultaneously The computer program that can be run on a processor, processor realize medical treatment intelligence core in above-described embodiment when executing computer program The step of guarantor's method, for example, step S10 shown in Fig. 2 to step S60.Alternatively, processor is realized when executing computer program The function of stating each module in embodiment in medical treatment intelligence core protection device, for example, function of the module 10 shown in Fig. 8 to module 60. To avoid repeating, details are not described herein again.
In one embodiment, a kind of computer readable storage medium is provided, computer program, computer are stored thereon with Realize that the intelligent core of medical treatment protects method in above method embodiment when program is executed by processor, for example, step S10 shown in Fig. 2 To step S60.Alternatively, the computer program realizes each module in the intelligent core protection device of above-mentioned medical treatment when being executed by processor Function, for example, function of the module 10 shown in Fig. 8 to module 60.To avoid repeating, details are not described herein again.
Those of ordinary skill in the art will appreciate that realizing all or part of the process in above-described embodiment method, being can be with Relevant hardware is instructed to complete by computer program, computer program can be stored in a non-volatile computer and can be read In storage medium, the computer program is when being executed, it may include such as the process of the embodiment of above-mentioned each method.Wherein, the application To any reference of memory, storage, database or other media used in provided each embodiment, may each comprise non- Volatibility and/or volatile memory.Nonvolatile memory may include read-only memory (ROM), programming ROM (PROM), Electrically programmable ROM (EPROM), electrically erasable ROM (EEPROM) or flash memory.Volatile memory may include arbitrary access Memory (RAM) or external cache.By way of illustration and not limitation, RAM is available in many forms, such as static RAM (SRAM), dynamic ram (DRAM), synchronous dram (SDRAM), double data rate sdram (DDRSDRAM), enhanced SDRAM (ESDRAM), synchronization link (Synchlink) DRAM (SLDRAM), memory bus (RambuS) directly RAM (RDRAM), straight Connect memory bus dynamic ram (DRDRAM) and memory bus dynamic ram (RDRAM) etc..
It is apparent to those skilled in the art that for convenience of description and succinctly, only with above-mentioned each function Can unit, module division progress for example, in practical application, can according to need and by above-mentioned function distribution by different Functional unit, module are completed, i.e., the internal structure of device are divided into different functional unit or module, to complete above description All or part of function.
The above embodiments are merely illustrative of the technical solutions of the present invention, rather than its limitations;Although with reference to the foregoing embodiments Invention is explained in detail, those skilled in the art should understand that: it still can be to aforementioned each implementation Technical solution documented by example is modified or equivalent replacement of some of the technical features;And these modification or Replacement, the spirit and scope for technical solution of various embodiments of the present invention that it does not separate the essence of the corresponding technical solution should all include Within protection scope of the present invention.

Claims (10)

1. a kind of intelligent core of medical treatment protects method characterized by comprising
It obtains core and protects request, it includes that core protects data and product identification of insuring that the core, which protects request, and it includes abnormal that the core, which protects data, Health informs corresponding targets option;
If the corresponding incipient nucleus of the targets option protects conclusion when being uncertain, based on the product identification of insuring, obtain and institute State the corresponding physical feeling to be insured of product identification of insuring;
The target identities position determined based on the physical feeling to be insured that client is sent is obtained, the intended body is based on Position obtains at least one target disease corresponding with the target body site;
Database is searched according to the target disease, obtains inquiry problem corresponding with the target disease;
Obtain the target answer based on determined by the target disease corresponding inquiry problem that client is sent;
The database is searched according to the inquiry problem and the target answer, obtains the corresponding list of each target disease One core protects conclusion, protects conclusion according to the single core and determines that most end-nucleus protects conclusion.
2. the intelligent core of medical treatment as described in claim 1 protects method, which is characterized in that described to search number according to the target disease According to library, inquiry problem corresponding with the target disease is obtained, further includes:
Database is searched according to the target disease, whether is judged in the database comprising the target disease;
When in the database including the target disease, obtain corresponding with target disease inquiry problem and with it is described Corresponding at least two answer choice of inquiry problem;
When not including the target disease in the database, prompt information is obtained;
The target answer based on determined by the target disease corresponding inquiry problem for obtaining client and sending, comprising:
Obtain that client sends based on the corresponding inquiry problem of the target disease and corresponding extremely with the inquiry problem Target answer determined by few two answer choices.
3. the intelligent core of medical treatment as described in claim 1 protects method, which is characterized in that described according to the inquiry problem and described The database is searched in target answer, is obtained the corresponding single core of each target disease and is protected conclusion, comprising:
Database is searched based on product identification and the target disease of insuring, is obtained and the product identification and described of insuring The corresponding decision-tree model of target disease;
The inquiry problem and the target answer are input in the decision-tree model, each target disease pair is obtained The single core answered protects conclusion.
4. the intelligent core of medical treatment as described in claim 1 protects method, which is characterized in that the single core protect conclusion include declinature, Except accept insurance and can protect.
It is described that the determining most end-nucleus guarantor conclusion of conclusion is protected according to the single core, comprising:
Judge whether the corresponding single core of each target disease protects conclusion identical;
When the corresponding single core of each target disease protect conclusion it is identical when, will identical single core guarantor's conclusion as the One most end-nucleus protects conclusion;
When the corresponding single core of at least one described target disease protect conclusion it is not identical when, if at least one described target disease pair It is to declinature that the single core answered, which protects conclusion, and described declinature is protected conclusion as the second most end-nucleus;If at least one described target disease Corresponding single core is protected except conclusion is and is accepted insurance, and it is not to declinature that the corresponding single core of the remaining target disease, which protects conclusion, will It accepts insurance except described and protects conclusion as third most end-nucleus.
5. the intelligent core of medical treatment as described in claim 1 protects method, which is characterized in that it includes customer ID that the core, which protects data,;
After described the step of determining most end-nucleus guarantor's conclusion according to the single core guarantor conclusion, the intelligent core guarantor method of medical treatment Further include:
The customer ID, insure product identification and the most end-nucleus are protected conclusion and are associated, and stored to database In.
6. the intelligent core of medical treatment as described in claim 1 protects method, which is characterized in that the step of the acquisitions core protects request it Before, the intelligent core of medical treatment protects method further include:
It obtains core and protects configuring request, it includes product identification to be configured and physical feeling to be configured in configuring request that the core, which is protected,;
Obtain it is corresponding with the product identification of insuring declinatures disease, and acquisition is corresponding with the physical feeling to be configured can Disease is selected, declinatures disease and the optional disease matches for described;
If described declinature disease and the optional disease successful match, the first core is configured according to the optional disease and protects conclusion;
Disease is declinatured and optional disease matching is unsuccessful if described, is asked according to the optional disease configuration is corresponding Topic and at least two answer choices configure the second core based on the inquiry problem and the answer choice and protect conclusion.
7. the intelligent core of medical treatment as claimed in claim 6 protects method, which is characterized in that be based on the inquiry problem and institute described After stating the step of answer choice configures the second core guarantor's conclusion, the intelligent core of medical treatment protects method further include:
The corresponding inquiry problem of each optional disease, the answer choice and second core are protected conclusion to close Connection, determines the corresponding weight of the inquiry problem;
Conclusion and institute are protected based on the corresponding inquiry problem of each optional disease, the answer choice, second core It states the corresponding weight of inquiry problem and carries out decision tree building, obtain decision-tree model;
Product identification, the optional disease and the decision-tree model to be configured are saved into database.
8. a kind of intelligent core protection device of medical treatment characterized by comprising
Core protects request module, protects request for obtaining core, and it includes that core protects data and product identification of insuring that the core, which protects request, It includes the corresponding targets option of abnormal healthy informing that the core, which protects data,;
Physical feeling to be insured obtains module, if protecting conclusion for the corresponding incipient nucleus of the targets option is base when not knowing In the product identification of insuring, physical feeling to be insured corresponding with the product identification of insuring is obtained;
Target disease obtains module, for obtaining the target identities of client transmission determined based on the physical feeling to be insured Position is based on the target body site, obtains at least one target disease corresponding with the target body site;
Inquiry problem obtains module, for searching database according to the target disease, obtains corresponding with the target disease Inquiry problem;
Target answer obtains module, for obtaining being determined based on the corresponding inquiry problem of the target disease for client transmission Target answer;
Most end-nucleus protects conclusion and obtains module, for searching the database according to the inquiry problem and the target answer, obtains It takes the corresponding single core of each target disease to protect conclusion, conclusion is protected according to the single core and determines that most end-nucleus protects conclusion.
9. a kind of computer equipment, including memory, processor and storage are in the memory and can be in the processor The computer program of upper operation, which is characterized in that the processor realized when executing the computer program as claim 1 to The step of any one of 7 intelligent cores of medical treatment protect method.
10. a kind of computer readable storage medium, the computer-readable recording medium storage has computer program, and feature exists In realizing medical treatment intelligence core guarantor's method as described in any one of claim 1 to 7 when the computer program is executed by processor Step.
CN201811201195.0A 2018-10-16 2018-10-16 Medical intelligence core protects method, apparatus, computer equipment and storage medium Pending CN109472707A (en)

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CN111651568A (en) * 2020-04-17 2020-09-11 世纪保众(北京)网络科技有限公司 Online underwriting knowledge self-help question-answering method and device
CN112700336A (en) * 2020-12-29 2021-04-23 中国人寿保险股份有限公司 Intelligent insurance underwriting method and system
CN113779635A (en) * 2021-09-17 2021-12-10 平安医疗健康管理股份有限公司 Medical data verification method, device, equipment and storage medium

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CN111651568A (en) * 2020-04-17 2020-09-11 世纪保众(北京)网络科技有限公司 Online underwriting knowledge self-help question-answering method and device
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CN112700336A (en) * 2020-12-29 2021-04-23 中国人寿保险股份有限公司 Intelligent insurance underwriting method and system
CN113779635A (en) * 2021-09-17 2021-12-10 平安医疗健康管理股份有限公司 Medical data verification method, device, equipment and storage medium
CN113779635B (en) * 2021-09-17 2024-04-05 深圳平安医疗健康科技服务有限公司 Medical data verification method, device, equipment and storage medium

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