CN108053883A - Patient advisory's opinion generating means and system - Google Patents

Patient advisory's opinion generating means and system Download PDF

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Publication number
CN108053883A
CN108053883A CN201711400552.1A CN201711400552A CN108053883A CN 108053883 A CN108053883 A CN 108053883A CN 201711400552 A CN201711400552 A CN 201711400552A CN 108053883 A CN108053883 A CN 108053883A
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China
Prior art keywords
patient
consulting
description
opinion
advisory
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CN201711400552.1A
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Chinese (zh)
Inventor
邹海燕
莫大鹏
雷军红
徐辉
杨耀辰
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BEIJING XINFENG NANGE TECHNOLOGY Co Ltd
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BEIJING XINFENG NANGE TECHNOLOGY Co Ltd
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Priority to CN201711400552.1A priority Critical patent/CN108053883A/en
Publication of CN108053883A publication Critical patent/CN108053883A/en
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Abstract

The invention discloses patient advisory's opinion generating means and system, wherein patient advisory's opinion generating means include:Archives generation module, for obtaining the medical data of consulting patient in advance and generating the electronic record of consulting patient;Semantic module for obtaining the consulting of consulting patient description, consulting is described to carry out semantic analysis, obtains the sign description in consulting description;Standardized module, for describing the description of the illness of generation standard according to sign;Opinion generation module, for according to the description of the illness of consulting patient and electronic record.The present invention is when the consulting to seeking advice from patient is fed back, what i.e. reference consultation patient was current is used as illness description for the sign description of the state of an illness, also pass through the corresponding electronic record of consulting patient, to obtain the history case history of consulting patient, so as to the more comprehensive medical data of comprehensive sonsultancy patient, and then improve the accuracy and security of advisory opinion.

Description

Patient advisory's opinion generating means and system
Technical field
The present invention relates to medical domain, more particularly to patient advisory's opinion generating means and system.
Background technology
The many physiological reactions of body are not necessarily pathologic, in addition, a part of illness is can be with self-healing or can With what is voluntarily handled, still, since the patient of the overwhelming majority and its family members do not possess medical knowledge, so can not voluntarily judge pair What kind of counte-rplan should be taken in the physiological reaction or illness of itself.
Since under reality, the resource of hospital is nervous, the time and efforts that medical needs expend every time is larger, moreover, Excessive unnecessary hospital admission can also waste medical resource, the further occupancy for increasing hospital resources;Therefore, determining Whether before needing to go to see a doctor, many patients can be wished by seeking advice from the progress come the physical condition to itself or illness Whether preliminary understanding is necessary to determine to go to see a doctor, also can be with so as to save the time and efforts of oneself Avoid the occupancy of unnecessary medical resource.
In the prior art, sufferer obtains the mode of the advisory opinion of its state of an illness, generally comprises, and by understanding, other people are similar The diagnosis and treatment scheme of illness analogizes oneself, judges the illness of oneself and what is needed examine by other people diagnostic result and therapeutic scheme Treatment means;Further, it is also possible to by way of puing question on the net, to obtain the answer of online friend, and oneself is selected from numerous answers Think suitable answer or suggestion.
Inventor has found that at least there are following defects in the prior art:
The advisory opinion that patient is obtained, the overwhelming majority are not the medical staff of the medical knowledge with specialty according to patient's What own situation determined, professional and validity can not be guaranteed, and the possibility of mistaken diagnosis is very big, has for patient Very big health risk.
The content of the invention
The technical problems to be solved by the invention are that the advisory opinion of specialty how is provided for consulting patient, specifically:
An embodiment of the present invention provides a kind of patient advisory's opinion generating means, including:
Archives generation module, for obtaining the medical data of consulting patient in advance and generating the electronic record of the consulting patient; The medical data includes case history, past medical history, assessment and the medical scheme with patient;
The consulting description for obtaining the consulting description of the consulting patient, is carried out semantic analysis, obtained by semantic module Take the sign description in the consulting description;
Standardized module, for describing the description of the illness of generation standard according to the sign;
Opinion generation module, for the illness description according to the consulting patient and electronic record.
Preferably, in the present invention, the semantic module includes:
Guide assembly, for the preliminary consulting description according to the consulting patient, the submission interface of generation state of an illness side information;
Component is described, for according to the preliminary consulting description and state of an illness side information generation consulting description.
Preferably, in the present invention, the standardized module includes:
Corresponding component, for the illness description of preset standard and the correspondence of natural language;
Translation component for being described according to the sign presented with natural language, obtains corresponding illness description.
Preferably, in the present invention, the opinion generation module includes:
Learning model, the learning model by medical data for modeling data, for the purpose of obtaining advisory opinion, by carrying out mould Type training and generate;The medical data includes case history, diagnostic result and the medical scheme of magnanimity patient;
Analytic unit, for being joined using the medical data in the illness description and the electronic record of the consulting patient as input Number obtains the advisory opinion by the learning model.
Preferably, in the present invention, further include:
Medical data generation module, for according to illness description and the advisory opinion, generating medical data;
Update module, for updating the electronic record according to the medical data.
Preferably, in the present invention, the advisory opinion includes:
Counte-rplan and/or medical guidance.
Preferably, in the present invention, the archives generation module includes:
Component registration, for when patient to default hospital carries out medical, being registered to the patient, and obtaining the patient Medical data generated in treatment process;
Component is achieved, for generating the electronic record of the patient according to the medical data;When the patient is seeked advice from, The patient is determined as to seek advice from patient.
Preferably, in the present invention, the state of an illness side information includes:
The current physiological data of the consulting patient.
Preferably, in the present invention, the physiological data includes:
One kind and its any combination in blood pressure, blood glucose, heart rate and electrocardiogram.
In the another side of the present invention, a kind of patient advisory's opinion generation system is additionally provided, including bus, processor and is deposited Storage device;Storage device storage suitable for the software program that is performed by the processor, be used to implement following steps:
S11, the medical data of consulting patient is obtained in advance and generates the electronic record of the consulting patient;The medical data bag It includes and the case history of patient, past medical history, assessment and medical scheme;
The consulting description is carried out semantic analysis, obtains the consulting and retouch by S12, the consulting description for obtaining the consulting patient Sign description in stating;
S13, the illness description that generation standard is described according to the sign;
S14, advisory opinion is generated according to the illness description and electronic record of the consulting patient.
As seen from the above, in embodiments of the present invention, by computer equipments such as servers, electricity is generated for patient in advance Sub-file stores the medical data of patient;Then when the patient carries out the consulting of the state of an illness as consulting patient by network, Server can be described according to the electronic record of consulting patient and current illness, to obtain with reference to diagnostic result;Then root again Corresponding advisory opinion is generated according to reference to diagnostic result(That is, result is seeked advice from);The present invention is generating advisory opinion for consulting patient When, it is more than the current sign for the state of an illness of reference consultation patient and describes to be used as illness description, also pass through the consulting The corresponding electronic record of patient, to obtain the history case history of consulting patient, so as to comprehensive sonsultancy, patient is more comprehensive Medical data, and then improve the accuracy and security of advisory opinion.
Further, in embodiments of the present invention, can also be described, with reference to diagnostic result and consulting according to each illness The mode that opinion is updated electronic record, the medical data to make patient constantly enrich, so as to for patient it is follow-up Consulting or it is medical more comprehensive medical data be provided be used as reference, and then the subsequent consulting of raising patient or just The efficiency and effect examined.
Description of the drawings
It in order to illustrate the technical solutions in the embodiments of the present application or in the prior art more clearly, below will be to embodiment or existing There is attached drawing needed in technology description to be briefly described, it should be apparent that, the accompanying drawings in the following description is only this Some embodiments described in application, for those of ordinary skill in the art, without creative efforts, It can also be obtained according to these attached drawings other attached drawings.
Fig. 1 is the structure diagram of patient advisory's opinion generating means described herein;
Fig. 2 is the structure diagram that patient advisory's opinion described herein generates system;
Fig. 3 generates the schematic diagram of system institute implementation steps for patient advisory's opinion described herein.
Specific embodiment
In order to which those skilled in the art is made to more fully understand the present invention program, below in conjunction in the embodiment of the present invention The technical solution in the embodiment of the present invention is clearly and completely described in attached drawing, it is clear that described embodiment is only this Invention part of the embodiment, instead of all the embodiments.Based on the embodiments of the present invention, those of ordinary skill in the art exist All other embodiments obtained under the premise of creative work are not made, belong to the scope of protection of the invention.
In order to improve the work efficiency of section office, as shown in Figure 1, a kind of patient advisory's opinion generating means, give birth to including archives Into module 11, semantic module 12, standardized module 13 and opinion generation module 14, wherein:
Archives generation module 11 seeks advice from the medical data of patient for acquisition in advance and generates the electronic record of consulting patient;Medical treatment Data include case history, past medical history, assessment and the medical scheme with patient;Semantic module 12 seeks advice from the official communication of patient for obtaining Description is ask, consulting is described to carry out semantic analysis, obtains the sign description in consulting description;Standardized module 13 is used for according to body The illness description of sign description generation standard;Opinion generation module 14 is used to be given birth to according to the illness description of consulting patient and electronic record Into advisory opinion.
Patient advisory's opinion generating means 01 in the embodiment of the present invention can be specifically a long-range server 01, validated user can realize the technical solution in the embodiment of the present invention by accessing the server, in the embodiment of the present invention All parts or device, can be realized by way of software program.
In consulting patient(That is, the patient of consulting behavior is carried out)It is consulted accordingly by network in its user terminal 02 During inquiry, typical access mode can be that the server 01 that consulting patient is remotely accessed suffers from the consulting previously Person is registered as validated user;For example, when the first identity of consulting patient A is patient A, patient A when default hospital go to a doctor, The validated user of server 01 is registered as, meanwhile, the medical staff of the hospital is by the case history of patient A, past medical history, assessment and medical treatment The medical datas such as scheme have been uploaded to server 01, and server 01 generates electricity corresponding with patient A according to these medical datas Sub-file.Specifically, archives generation module 11 can include component registration(It is not shown in figure)With archive component(Do not show in figure Go out)Two components, wherein, component registration is used to, when patient to default hospital carries out medical, register patient, and obtain Medical data generated in patient assessment's process;Achieve the electronic record that component is used to generate patient according to medical data;When Patient is determined as consulting patient when patient is seeked advice from.
After the completion of the above process, when some body abnormalities occurs in consulting patient A, it is desirable to carry out consulting medically, come Whether solution body abnormality needs corresponding medical measure;At this point, accessing server 01 by user terminal 02, consulting can be submitted The consulting description of patient(Can be word or voice), semantic module 12 get consulting description after, can to consulting retouch Carry out semantic analysis is stated, obtains the part of sign description therein;This is because the consulting as no specialist medical knowledge is suffered from Person, often using the content unrelated with the state of an illness as a part for consulting description, life of these disturbing factors for advisory opinion Into being invalid, it is therefore desirable to which these invalid descriptions are removed.In addition, based on the reason for similary(Do not possess Special Medical Xue Zhi Know), it is often different from the medical terminology of specialty to seek advice from the description language of patient, may also have to a kind of medical terminology a variety of more The describing mode of sample describes therefore, it is also desirable to which sign description standard is turned to illness by standardized module 13 again, so as to consulting The illness for asking patient is accurately described.In practical applications, standardized module 13 can be divided into corresponding component(In figure It is not shown)And translation component(It is not shown in figure)Two subassemblies, wherein corresponding component for preset standard illness description with The correspondence of natural language;Translation component is used to be described according to the sign presented with natural language, obtains corresponding illness and retouches It states;Specifically, the illness description of standard and the correspondence of natural language are pre-established, in this way, getting consulting patient Sign description(Natural language)Afterwards, it is possible to corresponding illness description is obtained according to above-mentioned correspondence.
In general, the important content of state of an illness side information includes the physiological data of consulting patient, such as blood pressure, blood glucose, the heart Rate and electrocardiogram etc.;Specifically, guide assembly(It is not shown in figure)It can be according to the preliminary consulting description next life of consulting patient Into the submission interface of further side information, for example, when the preliminary consulting of consulting patient is described as " shortness of breath uncomfortable in chest ", Such as " current pressure value ", " Current heart rate value ", " symptom for whether having nausea " can be presented for guide assembly and " whether heart district aches Bitterly ", waiting needs to seek advice from the interface that patient continues to fill in or select, so as to collect more comprehensive medical data.It needs Illustrate, in embodiments of the present invention, guide assembly can be presented by multiple interface and supplemented come the multiple generation state of an illness The submission interface of information;Then, complete consulting can be generated according to preliminary consulting description and state of an illness side information by describing component Description.
If more comprehensive medical data can be obtained, it becomes possible to more accurately the illness for seeking advice from patient be distinguished Know, for this purpose, in embodiments of the present invention, using the medical data in the electronic record for seeking advice from patient, then comprehensive sonsultancy patient Illness describes, collectively as the foundation for providing advisory opinion.It optionally, can be according to consulting before advisory opinion is generated The illness description of patient and electronic record are corresponding with reference to diagnostic result to obtain, with clearly for seeking advice from patient's current body shape State determines;Then specific advisory opinion is generated further according to reference to diagnostic result, other side is answered needed for consulting patient to tell Case or medical guidance.
In practical applications, opinion generation module 14 can pass through default algorithm(Such as study module)Or by medical care The operation of personnel is generated with reference to diagnostic result.Wherein, in automatically being obtained using study module by the way of advisory opinion, meaning See that generation module 14 can include learning model(It is not shown in figure)And analytic unit(It is not shown in figure);Specifically, learn Model by the historical medical data of server storage for modeling data, for the purpose of obtaining advisory opinion, by carrying out model instruction Practice and generate;In server in the electronic record of magnanimity patient, medical data include the case history of a large amount of patients, diagnostic result and Medical scheme;Analytic unit, for describing as input parameter to lead to the medical data in electronic record to seek advice from the illness of patient It crosses learning model and obtains advisory opinion.
In server in the embodiment of the present invention, the medical data of the patient of magnanimity can be included, by disease therein The relation gone through between diagnostic result is learnt to establish learning model, so as to realize automatically generating for advisory opinion;It is logical Crossing equipped with study module, can improve the formation efficiency of advisory opinion, reduce the workload of medical staff;In practical applications. Medical staff can use for reference the advisory opinion of learning model generation to generate final advisory opinion;To directly it can also learn mould The advisory opinion that type is generated is sent to the user terminal of consulting patient.
Further, in embodiments of the present invention, medical data generation module can also be included(It is not shown in figure)With Update module(It is not shown in figure);Wherein medical data generation module is used for according to illness description and advisory opinion, generation medical treatment Data;Update module is used to update electronic record according to medical data.Specifically, the electronic record in the embodiment of the present invention is It can seek advice from patient's with real-time update and ask the process of the generation of consultation process and medical data, i.e. can be according to official communication It askes effective data in the illness description generated during patient advisory and advisory opinion and is used as medical data;Then again by this A little newly-generated medical datas are for update electronic record corresponding with consulting patient.By being equipped with medical data generation module And update module, the electronic record of patient can be made constantly to enrich, so as to be patient it is later the state of an illness consulting or just It examines and more comprehensive data support is provided, improve consulting or medical efficiency and effect.
As seen from the above, in embodiments of the present invention, by computer equipments such as servers, electricity is generated for patient in advance Sub-file stores the medical data of patient;Then when the patient carries out the consulting of the state of an illness as consulting patient by network, Server can be described according to the electronic record of consulting patient and current illness, to obtain with reference to diagnostic result;Then root again Corresponding advisory opinion is generated according to reference to diagnostic result(That is, result is seeked advice from);The present invention is generating advisory opinion for consulting patient When, it is more than the current sign for the state of an illness of reference consultation patient and describes to be used as illness description, also pass through the consulting The corresponding electronic record of patient, to obtain the history case history of consulting patient, so as to comprehensive sonsultancy, patient is more comprehensive Medical data, and then improve the accuracy and security of advisory opinion.
Further, in embodiments of the present invention, can also be described, with reference to diagnostic result and consulting according to each illness The mode that opinion is updated electronic record, the medical data to make patient constantly enrich, so as to for patient it is follow-up Consulting or it is medical more comprehensive medical data be provided be used as reference, and then the subsequent consulting of raising patient or just The efficiency and effect examined.
In the another side of the present invention, a kind of patient advisory's opinion generation system is additionally provided, as shown in Fig. 2, including bus 201st, storage device 202 and processor 203;Bus 201 is used to connect storage device 202 and processor 203;Storage device 202 Storage suitable for the software program that is performed by processor 203, as shown in figure 3, being used to implement following steps:
S11, obtain the medical data of consulting patient in advance and generate the electronic record of consulting patient;Medical data includes and patient Case history, past medical history, assessment and medical scheme;
Patient advisory's opinion generation system in the embodiment of the present invention, can be specifically a long-range server, legal User can realize the technical solution in the embodiment of the present invention by accessing the server;In consulting patient in its user terminal (That is, the patient of consulting behavior is carried out)By network come when being seeked advice from accordingly, typical access mode can be that consulting is suffered from The server that person is accessed, previously by consulting patient registration be validated user;For example, when consulting patient A is first Identity for patient A, patient A is registered as the validated user of server when default hospital go to a doctor, meanwhile, the hospital The medical datas such as the case history of patient A, past medical history, assessment and medical scheme have been uploaded to server, server root by medical staff Electronic record corresponding with patient A is generated according to these medical datas.
Specifically, this step can specifically be subdivided into two sub-steps:
S21, component registration are used to, when patient to default hospital carries out medical, register patient, and obtain patient assessment Medical data generated in process;
S22, the electronic record that patient is generated according to medical data;Patient is determined as when patient is seeked advice from seeking advice from patient.
The consulting description is carried out semantic analysis, obtains the official communication by S12, the consulting description for obtaining the consulting patient Ask the sign description in description;
After the completion of the above process, when some body abnormalities occurs in consulting patient A, it is desirable to consulting medically is carried out, to understand body Whether body needs corresponding medical measure extremely;At this point, by user terminal access server, the official communication of consulting patient can be submitted Ask description(Can be word or voice), after consulting description is got, consulting can be described to carry out semantic analysis, obtained wherein Sign description part;This is because the consulting patient as no specialist medical knowledge, it often will be unrelated with the state of an illness A part of the content as consulting description, these disturbing factors are invalid for the generation of advisory opinion, it is therefore desirable to by this A little invalid description removals.
S13, the illness description that generation standard is described according to the sign;
Based on the reason for similary(Do not possess specialist medical knowledge), seek advice from the medical terminology of the description language of patient often with specialty Difference may also have diversified describing mode to a kind of medical terminology, therefore, it is also desirable to again will by standardized module Sign description standard turns to illness description, so as to accurately be described to the illness for seeking advice from patient.It in practical applications, can be with Standardized module is divided into two subassemblies of corresponding component and translation component, wherein corresponding component is used for the illness of preset standard Description and the correspondence of natural language;Translation component is used to be described according to the sign presented with natural language, obtains corresponding Illness describes;Specifically, the illness description of standard and the correspondence of natural language are pre-established, in this way, being consulted getting Ask the sign description of patient(Natural language)Afterwards, it is possible to corresponding illness description is obtained according to above-mentioned correspondence.
Preferably, in order to make the consulting of consulting patient description more targetedly also more comprehensive, the disease of standard is generated The step of disease describes can also be subdivided into two sub-steps, be respectively:
S31, the preliminary consulting description according to consulting patient generate the submission interface of state of an illness side information;
S32, consulting description is generated according to preliminary consulting description and state of an illness side information.
In general, the important content of state of an illness side information includes the physiological data of consulting patient, such as blood pressure, blood glucose, the heart Rate and electrocardiogram etc.;Specifically, can further side information be generated according to the preliminary consulting description of consulting patient Interface is submitted, for example, when the preliminary consulting of consulting patient is described as " shortness of breath uncomfortable in chest ", guide assembly can be presented such as Whether whether " current pressure value ", " Current heart rate value ", the symptom of nausea " have " and " heart district pain ", waiting needs to seek advice from patient The interface filled in or selected, so as to collect more comprehensive medical data.It should be noted that in the embodiment of the present invention In, it can be presented by multiple interface come the submission interface of multiple generation state of an illness side information;Then, according to preliminary consulting Description and state of an illness side information generate complete consulting description.
S14, advisory opinion is generated according to the illness description and electronic record of the consulting patient.
Obtain more comprehensive medical data, it becomes possible to more accurately the illness for seeking advice from patient is recognized, for this purpose, In embodiments of the present invention, described using the medical data in the electronic record for seeking advice from patient, then the illness of comprehensive sonsultancy patient, Come collectively as the foundation for providing advisory opinion.It optionally, can be according to the illness of consulting patient before advisory opinion is generated Description and electronic record are corresponding with reference to diagnostic result to obtain, clearly to be determined for consulting patient's current body state; Then specific advisory opinion is generated further according to reference to diagnostic result, to tell the counte-rplan needed for consulting patient or go to a doctor Guidance.
In practical applications, the final of advisory opinion determines, can pass through default algorithm(Such as study module)Or it borrows It is generated by the operation of medical staff with reference to diagnostic result.Wherein, the side of advisory opinion is automatically obtained using study module In formula, learning model by the historical medical data of server storage for modeling data, for the purpose of obtaining advisory opinion, by into Row model training and generate;In server in the electronic record of magnanimity patient, medical data includes the case history of a large amount of patients, examines Disconnected result and medical scheme;When consulting patient is seeked advice from, to seek advice from the medical treatment in the description of the illness of patient and electronic record Data are input parameter, and advisory opinion is obtained by learning model.
In server in the embodiment of the present invention, the medical data of the patient of magnanimity can be included, by disease therein The relation gone through between diagnostic result is learnt to establish learning model, so as to realize automatically generating for advisory opinion;It is logical Crossing equipped with study module, can improve the formation efficiency of advisory opinion, reduce the workload of medical staff;In practical applications. Medical staff can use for reference the advisory opinion of learning model generation to generate final advisory opinion;To directly it can also learn mould The advisory opinion that type is generated is sent to the user terminal of consulting patient.
Further, in embodiments of the present invention, the step of electronic record update can also be included;It specifically includes, root According to illness description and advisory opinion, medical data is generated;Then electronic record is updated further according to medical data.Specifically, originally Electronic record in inventive embodiments can be seeked advice from patient's and asked consultation process and medical data with real-time update The process of generation, i.e. can be according to effective data in the illness description and advisory opinion generated during consulting patient advisory It is used as medical data;Then again by these newly-generated medical datas for update electronics shelves corresponding with consulting patient Case.So the electronic record of patient can be made constantly to enrich, so as to be the later state of an illness consulting of patient or medical carry It is supported for more comprehensive data, improves consulting or medical efficiency and effect.
As seen from the above, in embodiments of the present invention, by computer equipments such as servers, electricity is generated for patient in advance Sub-file stores the medical data of patient;Then when the patient carries out the consulting of the state of an illness as consulting patient by network, Server can be described according to the electronic record of consulting patient and current illness, to obtain with reference to diagnostic result;Then root again Corresponding advisory opinion is generated according to reference to diagnostic result(That is, result is seeked advice from);The present invention is generating advisory opinion for consulting patient When, it is more than the current sign for the state of an illness of reference consultation patient and describes to be used as illness description, also pass through the consulting The corresponding electronic record of patient, to obtain the history case history of consulting patient, so as to comprehensive sonsultancy, patient is more comprehensive Medical data, and then improve the accuracy and security of advisory opinion.
Further, in embodiments of the present invention, can also be described, with reference to diagnostic result and consulting according to each illness The mode that opinion is updated electronic record, the medical data to make patient constantly enrich, so as to for patient it is follow-up Consulting or it is medical more comprehensive medical data be provided be used as reference, and then the subsequent consulting of raising patient or just The efficiency and effect examined.
In the several embodiments provided in the embodiment of the present invention, it should be understood that disclosed system, device and side Method can be realized by another way.For example, the apparatus embodiments described above are merely exemplary, for example, described The division of unit is only a kind of division of logic function, can there is other dividing mode, such as multiple units in actual implementation Or component may be combined or can be integrated into another system or some features can be ignored or does not perform.It is another, institute Display or the mutual coupling, direct-coupling or communication connection discussed can be by some interfaces, device or unit INDIRECT COUPLING or communication connection can be electrical, machinery or other forms.
The unit illustrated as separating component may or may not be physically separate, be shown as unit The component shown may or may not be physical location, you can be located at a place or can also be distributed to multiple In network element.Some or all of unit therein can be selected to realize the mesh of this embodiment scheme according to the actual needs 's.
In addition, each functional unit in each embodiment of the present invention can be integrated in a processing unit, it can also That unit is individually physically present, can also two or more units integrate in a unit.Above-mentioned integrated list The form that hardware had both may be employed in member is realized, can also be realized in the form of SFU software functional unit.
If the integrated unit is realized in the form of SFU software functional unit and is independent production marketing or use When, it can be stored in a computer read/write memory medium.Based on such understanding, technical scheme is substantially The part to contribute in other words to the prior art or all or part of the technical solution can be in the form of software products It embodies, which is stored in a storage medium, is used including some instructions so that a computer Equipment(Can be personal computer, server or the network equipment etc.)Perform the complete of each embodiment the method for the present invention Portion or part steps.And foregoing storage medium includes:USB flash disk, mobile hard disk, read-only memory(ROM, Read-Only Memory), random access memory(RAM, Random Access Memory), ReRAM, MRAM, PCM, NAND Flash, The various media that can store program code such as NOR Flash, Memristor, magnetic disc or CD.
The above, the above embodiments are merely illustrative of the technical solutions of the present invention, rather than its limitations;Although with reference to before Embodiment is stated the present invention is described in detail, it will be understood by those of ordinary skill in the art that:It still can be to preceding The technical solution recorded in each embodiment is stated to modify or carry out equivalent substitution to which part technical characteristic;And these Modification is replaced, and the essence of appropriate technical solution is not made to depart from the spirit and scope of various embodiments of the present invention technical solution.

Claims (10)

1. a kind of patient advisory's opinion generating means, which is characterized in that including:
Archives generation module, for obtaining the medical data of consulting patient in advance and generating the electronic record of the consulting patient; The medical data includes case history, past medical history, assessment and the medical scheme with patient;
The consulting description for obtaining the consulting description of the consulting patient, is carried out semantic analysis, obtained by semantic module Take the sign description in the consulting description;
Standardized module, for describing the description of the illness of generation standard according to the sign;
Opinion generation module, for the illness description according to the consulting patient and electronic record.
2. patient advisory's opinion generating means according to claim 1, which is characterized in that the semantic module bag It includes:
Guide assembly, for the preliminary consulting description according to the consulting patient, the submission interface of generation state of an illness side information;
Component is described, for according to the preliminary consulting description and state of an illness side information generation consulting description.
3. patient advisory's opinion generating means according to claim 1, which is characterized in that the standardized module includes:
Corresponding component, for the illness description of preset standard and the correspondence of natural language;
Translation component for being described according to the sign presented with natural language, obtains corresponding illness description.
4. patient advisory's opinion generating means according to claim 1, which is characterized in that the opinion generation module bag It includes:
Learning model, the learning model by medical data for modeling data, for the purpose of obtaining advisory opinion, by carrying out mould Type training and generate;The medical data includes case history, diagnostic result and the medical scheme of magnanimity patient;
Analytic unit, for being joined using the medical data in the illness description and the electronic record of the consulting patient as input Number obtains the advisory opinion by the learning model.
5. patient advisory's opinion generating means according to claim 1, which is characterized in that further include:
Medical data generation module, for according to illness description and the advisory opinion, generating medical data;
Update module, for updating the electronic record according to the medical data.
6. patient advisory's opinion generating means according to claim 1, which is characterized in that the advisory opinion includes:
Counte-rplan and/or medical guidance.
7. patient advisory's opinion generating means according to claim 1, which is characterized in that the archives generation module bag It includes:
Component registration, for when patient to default hospital carries out medical, being registered to the patient, and obtaining the patient Medical data generated in treatment process;
Component is achieved, for generating the electronic record of the patient according to the medical data;When the patient is seeked advice from, The patient is determined as to seek advice from patient.
8. patient advisory's opinion generating means according to claim 1, which is characterized in that the state of an illness side information bag It includes:
The current physiological data of the consulting patient.
9. patient advisory's opinion generating means according to claim 8, which is characterized in that the physiological data includes:
One kind and its any combination in blood pressure, blood glucose, heart rate and electrocardiogram.
10. a kind of patient advisory's opinion generates system, which is characterized in that including bus, processor and storage device;The storage Equipment storage suitable for the software program that is performed by the processor, be used to implement following steps:
S11, the medical data of consulting patient is obtained in advance and generates the electronic record of the consulting patient;The medical data bag It includes and the case history of patient, past medical history, assessment and medical scheme;
The consulting description is carried out semantic analysis, obtains the consulting and retouch by S12, the consulting description for obtaining the consulting patient Sign description in stating;
S13, the illness description that generation standard is described according to the sign;
S14, advisory opinion is generated according to the illness description and electronic record of the consulting patient.
CN201711400552.1A 2017-12-22 2017-12-22 Patient advisory's opinion generating means and system Pending CN108053883A (en)

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CN113470825A (en) * 2021-07-23 2021-10-01 北京惠每云科技有限公司 Venous thromboembolism prediction system, method, equipment and medium

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