CN107563142A - A kind of aided diagnosis method and system - Google Patents

A kind of aided diagnosis method and system Download PDF

Info

Publication number
CN107563142A
CN107563142A CN201710815676.XA CN201710815676A CN107563142A CN 107563142 A CN107563142 A CN 107563142A CN 201710815676 A CN201710815676 A CN 201710815676A CN 107563142 A CN107563142 A CN 107563142A
Authority
CN
China
Prior art keywords
information
tumour patient
medical information
comparisons
attribute
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN201710815676.XA
Other languages
Chinese (zh)
Inventor
不公告发明人
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Shuo Medical Data Technology (beijing) Co Ltd
Original Assignee
Shuo Medical Data Technology (beijing) Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Shuo Medical Data Technology (beijing) Co Ltd filed Critical Shuo Medical Data Technology (beijing) Co Ltd
Priority to CN201710815676.XA priority Critical patent/CN107563142A/en
Publication of CN107563142A publication Critical patent/CN107563142A/en
Pending legal-status Critical Current

Links

Abstract

The invention provides a kind of aided diagnosis method and system, this method includes:The clinical information for the tumour patient that server receiving terminal equipment is sent, the clinical information include multiple information elements;The medical information table of comparisons prestored is called, the corresponding relation of different information elements and medical information is included in the medical information table of comparisons;The corresponding relation of information element included in clinical information based on tumour patient and the different information element included in the medical information table of comparisons of calling and medical information determines the medical information of the tumour patient;Medical information is sent to the terminal device.In the embodiment of the present invention, realize according to the clinical information of tumour patient carry out it is automatic provide diagnosis and treatment scheme, and then can paramedical personnel diagnosed.

Description

A kind of aided diagnosis method and system
Technical field
The present invention relates to data analysis and technical field of medical information, in particular to a kind of aided diagnosis method and System.
Background technology
At present, global medical mechanism constantly puts into the generation, development, treatment of huge fund research cancer, generation, the development of cancer Treatment information with cancer is complicated, and in the prior art, doctor generally requires to rely on during diagnosing tumor is carried out The experience of its own and the knowledge grasped, and diagnosed and treated with reference to the Medical guidelines of existing medical science;With efficiency Low, intricate operation and it is time-consuming longer the defects of.
The content of the invention
In view of this, the purpose of the embodiment of the present invention is to provide a kind of aided diagnosis method and system, above-mentioned to solve Problems of the prior art.
In a first aspect, the embodiments of the invention provide a kind of aided diagnosis method, including:
The clinical information for the tumour patient that receiving terminal apparatus is sent, the clinical information include multiple information elements;
The medical information table of comparisons prestored is called, includes different information elements in the medical information table of comparisons With the corresponding relation of medical information;
In information element included in clinical information based on the tumour patient and the medical information table of comparisons called Comprising different information elements and the corresponding relation of medical information determine the medical information of the tumour patient;
The medical information is sent to the terminal device.
With reference in a first aspect, the embodiments of the invention provide the possible implementation of the first of above-mentioned first aspect, its In:
Include the attribute-bit of the structural data corresponding to different information elements in the medical information table of comparisons, Corresponding relation between the attribute-bit of the structural data;
Wherein, the attribute-bit of the structural data includes:Nodal community label, parent attribute label and child node Attribute tags.
With reference in a first aspect, the embodiments of the invention provide the possible implementation of second of above-mentioned first aspect, its In:
It is stored with the medical information table of comparisons:Correspondence between different information elements and the weights of the information element Relation.
With reference to the first possible embodiment of first aspect, the embodiments of the invention provide the of above-mentioned first aspect Three kinds of possible implementations, wherein:
Methods described also includes:
The structure tree of the diagnosis and treatment scheme sent in response to the terminal device obtains request;
According to the medical information table of comparisons of calling, the information word that the clinical information of the tumour patient is included is determined Corresponding relation between the attribute-bit of the attribute-bit of structural data corresponding to element and the structural data;
Attribute-bit based on the structural data and the corresponding relation between the attribute-bit of the structural data Generate the structure tree of the diagnosis and treatment scheme corresponding to the clinical information of the tumour patient;
The structure tree of the diagnosis and treatment scheme is sent to the terminal device.
With reference in a first aspect, the embodiments of the invention provide the possible implementation of the 4th of above-mentioned first aspect kind, its In:
Methods described, in addition to:
TNM stage is carried out to the clinical information of the tumour patient, obtains TNM stage result;
The clinical information of the patient is dissected by stages based on the TNM stage result, obtains dissecting result by stages;
Based on the TNM stage result, result and the medical information table of comparisons determine the tumour by stages for the dissection The medical information of patient.
With reference in a first aspect, the embodiments of the invention provide the possible implementation of the 5th of above-mentioned first aspect kind, its In:
The clinical information of the tumour patient also includes:The group variation information of tumour patient.
The medical information includes:The medication guide information of variation information is learned for the group to tumour patient.
With reference to second of possible embodiment of first aspect, the embodiments of the invention provide the 6th of first aspect kind Possible embodiment, wherein:
Methods described, in addition to:
Based between the different information element included in the medical information table of comparisons and the weights of the information element Corresponding relation, determine the weights for the different information elements that the clinical information of the tumour patient is included;
Summation is weighted to the weights of described information element, obtains final result value;
The disease grade of the tumour patient is determined based on the final result value.
Second aspect, the embodiments of the invention provide a kind of assistant diagnosis system, wherein, the system includes:
Terminal device and server;
The terminal device is used for:The clinical information of the tumour patient of user's input is received, and by the tumour patient Clinical information is sent to server;Wherein, the clinical information includes multiple information elements;
The server is used for:Receive the clinical information for the tumour patient that the terminal device is sent;
The medical information table of comparisons prestored is called, includes different information elements in the medical information table of comparisons With the corresponding relation of medical information;
In information element included in clinical information based on the tumour patient and the medical information table of comparisons called Comprising different information elements and the corresponding relation of medical information determine the medical information of the tumour patient;
The medical information is sent to the terminal device and shown.
With reference to second aspect, the embodiments of the invention provide the possible implementation of the first of above-mentioned second aspect, its In:
The terminal device is additionally operable to:The structure tree that diagnosis and treatment scheme is sent to the server obtains request;
The server is used for:The structure tree of the diagnosis and treatment scheme sent in response to the terminal device obtains request;
According to the medical information table of comparisons of calling, the information word that the clinical information of the tumour patient is included is determined Corresponding relation between the attribute-bit of the attribute-bit of structural data corresponding to element and the structural data;
Attribute-bit based on the structural data and the corresponding relation between the attribute-bit of the structural data Generate the structure tree of the diagnosis and treatment scheme corresponding to the clinical information of the tumour patient;
The structure tree of the diagnosis and treatment scheme is sent to the terminal device.
With reference to second aspect, the embodiments of the invention provide the possible implementation of second of above-mentioned second aspect, its In:
The server is used for:
TNM stage is carried out to the clinical information of the tumour patient, obtains TNM stage result;
The clinical information of the patient is dissected by stages based on the TNM stage result, obtains dissecting result by stages;
Based on the TNM stage result, result and the medical information table of comparisons determine the tumour by stages for the dissection The medical information of patient.
In aided diagnosis method provided in an embodiment of the present invention and system, the clinical information according to tumour patient is realized Automatically determining to the therapeutic scheme of tumour patient is carried out, saves substantial amounts of time and manpower, and accuracy rate is high.
To enable the above objects, features and advantages of the present invention to become apparent, preferred embodiment cited below particularly, and coordinate Appended accompanying drawing, is described in detail below.
Brief description of the drawings
In order to illustrate the technical solution of the embodiments of the present invention more clearly, below by embodiment it is required use it is attached Figure is briefly described, it will be appreciated that the following drawings illustrate only certain embodiments of the present invention, therefore be not construed as pair The restriction of scope, for those of ordinary skill in the art, on the premise of not paying creative work, can also be according to this A little accompanying drawings obtain other related accompanying drawings.
Fig. 1 shows the schematic flow sheet for the aided diagnosis method that the embodiment of the present invention is provided;
Fig. 2 shows the schematic diagram of the structure tree for the diagnosis and treatment scheme that the embodiment of the present invention is provided;
Fig. 3 shows the structural representation for the assistant diagnosis system that the embodiment of the present invention is provided.
Embodiment
To make the purpose, technical scheme and advantage of the embodiment of the present invention clearer, below in conjunction with the embodiment of the present invention Middle accompanying drawing, the technical scheme in the embodiment of the present invention is clearly and completely described, it is clear that described embodiment is only It is part of the embodiment of the present invention, rather than whole embodiments.The present invention being generally described and illustrated herein in the accompanying drawings is real Applying the component of example can be configured to arrange and design with a variety of.Therefore, it is of the invention to what is provided in the accompanying drawings below The detailed description of embodiment is not intended to limit the scope of claimed invention, but is merely representative of the selected reality of the present invention Apply example.Based on embodiments of the invention, institute that those skilled in the art are obtained on the premise of creative work is not made There is other embodiment, belong to the scope of protection of the invention.
In view of in the prior art, the medical personnel such as doctor generally requires by it certainly during diagnosing tumor is carried out The experience of body and the knowledge grasped, and diagnosed and treated with reference to the Medical guidelines of existing medical science;With efficiency is low, work Make the defects of cumbersome and time-consuming longer.Based on this, the embodiments of the invention provide a kind of aided diagnosis method and system, leads to below Embodiment is crossed to be described.
With reference to shown in figure 1, the embodiments of the invention provide a kind of aided diagnosis method, including step S110-S140, specifically It is as follows:
The clinical information for the tumour patient that S110, server receiving terminal equipment are sent, the clinical information include multiple letters Cease element;
The terminal device can be the equipment such as computer, mobile phone, tablet personal computer;User (medical personnel or tumour patient Itself) clinical information of the tumour patient of input is sent to server by the terminal device;
Above- mentioned information element can be the keyword for representing tumour patient disease information, or key sentence, and user is defeated Can input above-mentioned keyword either key sentence or by form side respectively when entering the clinical information of the tumour patient Formula classification is inputted, for example, the clinical information of the tumour patient can be:Tumour maximum diameter≤2cm, no regional lymphatics are carried down Move, no DISTANT METASTASES IN;Now include in the clinical information of the tumour patient:Tumour maximum diameter≤2cm, carry down without regional lymphatics Move and without these three information elements of DISTANT METASTASES IN;
S120, the medical information table of comparisons prestored is called, include different information in the medical information table of comparisons The corresponding relation of element and medical information;
In the medical information table of comparisons of information element and calling included in S130, the clinical information based on tumour patient Comprising different information elements and medical information corresponding relation, determine the medical information of the tumour patient;
After server receives the clinical information of tumour patient, the information element included in the clinical information is determined, And the information element is searched in information contrast table in the diagnosis and treatment of calling, based on the difference included in the above-mentioned medical information table of comparisons Information element and medical information corresponding relation, further determine that the medical information of the tumour patient;
S140, above-mentioned medical information sent to terminal device.
And then above-mentioned terminal device is shown the medical information to user, to aid in user to be diagnosed, the user can be with It is the medical personnels such as doctor or pharmacists or sufferers themselves.
In a certain possible embodiment, the above-mentioned medical information table of comparisons is referred to shown in table 1, the medical information Include the attribute-bit of the structural data corresponding to different information elements, and the attribute of the structural data in the table of comparisons Corresponding relation between structural identification;
Table 1
Wherein, the attribute-bit of said structure data includes:Nodal community label, parent attribute label and child node Attribute tags.
Corresponding relation between above-mentioned data attribute representation includes:Each nodal community label and the nodal community mark Corresponding relation between the corresponding parent attribute label of label, and, each parent attribute label and the parent attribute The corresponding relation between child node attribute tags corresponding to label.
In the present embodiment, the above method also includes:The structure tree of the diagnosis and treatment scheme sent in response to terminal device obtains please Ask;
According to the above-mentioned medical information table of comparisons of calling, the information element institute corresponding to the clinical information of tumour patient is determined Corresponding relation between the attribute-bit of corresponding structural data and the attribute-bit of the structural data;
The attribute-bit of structural data based on the information element corresponding to the clinical information of tumour patient and the structure Change the structure that the corresponding relation between the attribute-bit of data generates the diagnosis and treatment scheme corresponding to the clinical information of the tumour patient Tree;
The structure tree of the diagnosis and treatment scheme is sent to the terminal device;So that terminal device shows the knot of the diagnosis and treatment scheme Paper mulberry, and then medical personnel can check the structure tree of the diagnosis and treatment scheme on the terminal device, with reference to the knot of the diagnosis and treatment scheme Paper mulberry is diagnosed.
In the present embodiment, also include in the above-mentioned medical information table of comparisons represent TNM stage result information element and Dissect the information element of result by stages;In the present embodiment, after the clinical information for the tumour patient that receiving terminal apparatus is sent, TNM stage is carried out to the clinical information of the tumour patient, obtains TNM stage result;
The clinical information of patient is dissected by stages based on above-mentioned TNM stage result, obtains dissecting result by stages;
Based on TNM stage result obtained above, result and the medical information table of comparisons determine above-mentioned neoplastic disease by stages for dissection The medical information of people.
In the present embodiment, server is when pre-establishing the medical information table of comparisons, it is necessary to collect unstructured diagnosis and treatment letter Cease data;Unstructured medical information data are converted into structuring medical information data, and by the structuring medical information number The mode of the medical information table of comparisons is stored according to this;Preferably, the unstructured information data include:According to《NCCN tumours Learn clinical practice guideline:Non-small cell lung cancer》TNM stage standard, dissection staging scale and the diagnosis and treatment scheme of formulation;
Exemplarily, according to《NCCN oncological clinical practice guides:Non-small cell lung cancer》, according to definition as follows Formulate TNM stage standard:
T primary tumo(u)rs
TX primary tumo(u)rs can not be assessed, or phlegm, Bronchial washing find cancer cell but iconography or bronchoscope do not have Visible tumour
T0 does not have the evidence of primary tumo(u)r
Tis carcinomas in situ
T1 tumours maximum diameter≤3cm, is around wrapped by lung or visceral pleura, under bronchoscope tumor invading without departing from Leaf bronchus near-end (not involving main bronchus)
T1a longest diameter of tumor≤2cm
T1b longest diameter of tumor > 2cm but≤3cm
T2 tumour > 3cm but≤7cm or tumour have following any feature:
Involve main bronchus, but away from knuckle >=2cm;
Invade visceral pleura;
With expanding to the atelectasis or obstructive pneumonia of hilus pulumonis, but full lung is not involved.
It should be noted that exemplarily only it is enumerated basis above《NCCN oncological clinical practice guides:It is non-small thin Born of the same parents' lung cancer》Carry out the part of standards of TNM stage;It should not be considered limiting of the invention.
In the present embodiment, according to《NCCN oncological clinical practice guides:Non-small cell lung cancer》The dissection of recommendation is marked by stages Standard, carry out according to carry out to the TNM stage result dissection by stages;Exemplarily, such as table 2 below, solution subdivision is shown in the form The content of the part of standards of phase standard:
Table 2
According to above-mentioned TNM staging scale and dissection staging scale, it is to the clinical information of tumour patient above:Tumour Maximum diameter≤2cm, no regional lymph node metastasis, during no DISTANT METASTASES IN, its TNM stage is:T1a, N0, M0, then dissect and be by stages: The IA phases.Subdivision phase result, and the different information included in the medical information table of comparisons are conciliate based on above-mentioned TNM stage result Corresponding relation life between the attribute-bit of structural data corresponding to element, and the attribute structure mark of the structural data Into the structure tree of diagnosis and treatment scheme, exemplarily, the structure tree of diagnosis and treatment scheme is as shown in Figure 2 corresponding to above-mentioned tumour patient.
Material impact can be produced to the therapeutic effect of medicine by learning variation difference due to the group between individual, and difference group learns variation User produces different metabolism and reaction to medicine after same medicine is taken, and somebody may be treated well Effect, somebody is it is possible that serious adverse reaction, or even threat to life;It is above-mentioned in a certain possible embodiment The clinical information of tumour patient also include:Indicate that the group of tumour patient learns the information element of variation information;Such as the information Element can be included:The information of the chromosome to morph, the position of the chromosomal variation, and variation type etc.;
Above-mentioned medical information includes:The medication guide information of variation information is learned for the group of tumour patient.
In the present embodiment, different groups is stored with the above-mentioned medical information table of comparisons and learns the group change for making a variation different with this Corresponding relation between different corresponding medication guide scheme, exemplarily, the storage of the corresponding relation can be with prescription Labelled in case, the label is that the group corresponding to the therapeutic regimen learns the mark to make a variation;Also, by the variation of described group and The corresponding medication guide scheme of group variation carries out data conversion, is converted into structural data, and distribution structure data Attribute-bit, determine the corresponding relation between the attribute-bit of structural data, be stored in the medical information table of comparisons.
In a certain possible embodiment, it is stored with the above-mentioned medical information table of comparisons:Different information element and should Corresponding relation between the weights of information element.
In this method, based on the different information elements and the information element included in the above-mentioned medical information table of comparisons Corresponding relation between weights, determine to weigh corresponding to the different information elements that the clinical information of the tumour patient is included Value;
The weights of the information element included in clinical information to above-mentioned tumour patient are weighted summation, obtain final End value;
The disease grade of the tumour patient is determined based on the final result value.
In the present embodiment, multiple disease grades and the interval threshold corresponding to the plurality of disease grade are previously stored with, are sentenced Interval threshold belonging to disconnected resultant value can, and then judge the disease grade residing for the end value, and then according to the disease grade Determine the disease light and heavy degree of tumour patient.
Embodiment two
Shown in reference picture 3, the embodiments of the invention provide a kind of assistant diagnosis system, including:Terminal device 310 and service Device 320;
Terminal device 310 is used for:Receive the clinical information of the tumour patient of user's input, and facing the tumour patient Bed information is sent to server;Wherein, the clinical information includes multiple information elements;
The information element can be keyword, or key sentence, for example, the clinical information of the tumour patient can be: Tumour maximum diameter≤2cm, no regional lymph node metastasis, no DISTANT METASTASES IN;Include in the clinical information of the tumour patient:Tumour Maximum diameter≤2cm, without regional lymph node metastasis and without these information elements of DISTANT METASTASES IN;
Server 320 is used for:The clinical information for the tumour patient that receiving terminal apparatus is sent, and call what is prestored to examine Treat information contrast table;Wherein, the corresponding relation of different information elements and medical information is included in the medical information table of comparisons;
The different information words included in clinical information based on above-mentioned tumour patient and the medical information table of comparisons called The corresponding relation of element and medical information determines the medical information of the tumour patient;
The medical information is sent to the terminal device 310 and shown.
Above-mentioned terminal device can be the electronic equipments such as mobile phone, computer;
In the embodiment of the present invention, terminal receives the clinical information of the tumour patient of user's input, and by the tumour patient Clinical information is sent to server;Server receives the clinical information of the tumour patient, and calls the medical information prestored The table of comparisons;Clinical information based on tumour patient determines the diagnosis and treatment letter of the tumour patient with the medical information table of comparisons prestored Breath;And the medical information is sent to above-mentioned terminal device and shown;The system that the embodiment of the present invention is provided can be real The clinical information of tumour patient now based on terminal user's input is automatically generated the clinical information with the tumour patient Corresponding medical information, is referred to and is diagnosed for user, and the user can be the medical personnels such as doctor, pharmacists herein, Can also be sufferers themselves.
In a certain possible embodiment, it is right that different information element institutes is included in the above-mentioned tumor information table of comparisons Corresponding relation between the attribute-bit for the structural data answered, and the attribute structure mark of the structural data;The information word Element includes TNM stage result corresponding in tumour patient clinical information and conciliates subdivision phase result;
In the system, server is used for:TNM stage is carried out to the clinical information of tumour patient, obtains TNM stage result;
The clinical information of patient is dissected by stages based on above-mentioned TNM stage result, obtains dissecting result by stages;
Based on TNM stage result, dissection, result and the medical information table of comparisons determine that the diagnosis and treatment of the tumour patient are believed by stages Breath;
In the present embodiment, server is when pre-establishing the medical information table of comparisons, it is necessary to collect unstructured diagnosis and treatment letter Cease data;Unstructured medical information data are converted into structuring medical information data, and by the structuring medical information number The mode of the medical information table of comparisons is stored according to this;Preferably, the unstructured information data include:According to《NCCN tumours Learn clinical practice guideline:Non-small cell lung cancer》TNM stage standard, dissection staging scale and the diagnosis and treatment scheme of formulation;
Wherein, the attribute-bit of said structure data includes:Nodal community label, parent attribute label and child node Attribute tags.
Corresponding relation between above-mentioned data attribute representation includes:Each nodal community label and the nodal community mark Corresponding relation between the corresponding parent attribute label of label, and, each parent attribute label and the parent attribute Child node attribute tags corresponding to label.
Above-mentioned terminal device is additionally operable to:The structure tree that diagnosis and treatment scheme is sent to server obtains request;
Server is used for:The structure tree for receiving above-mentioned diagnosis and treatment scheme obtains request;
According to the medical information table of comparisons of calling, the category of the structural data corresponding to the clinical information of tumour patient is determined Property mark the attribute-bit of the structural texture data between corresponding relation;
Attribute-bit based on said structure data and the corresponding relation between the attribute-bit of said structure data Generate the structure tree of the diagnosis and treatment scheme corresponding to the clinical information of the tumour patient;
The structure tree of above-mentioned diagnosis and treatment scheme is sent to terminal device and shown.
Auxiliary diagnostic equipment provided in an embodiment of the present invention, realize according to the clinical information of tumour patient automatically to Go out medical information, and then paramedical worker carries out the diagnosis to tumour patient, and then save the work of medical personnel Amount, improves efficiency and accuracy.
The auxiliary diagnostic equipment that the embodiment of the present invention is provided can be equipment on specific hardware or be installed on equipment On software or firmware etc..The device that the embodiment of the present invention is provided, its realization principle and caused technique effect and foregoing side Method embodiment is identical, and to briefly describe, device embodiment part does not refer to part, refers in corresponding in preceding method embodiment Hold.It is apparent to those skilled in the art that for convenience and simplicity of description, system described above, device With the specific work process of unit, the corresponding process in above method embodiment is may be referred to, will not be repeated here.
In embodiment provided by the present invention, it should be understood that disclosed apparatus and method, can be by others side Formula is realized.Device embodiment described above is only schematical, for example, the division of the unit, only one kind are patrolled Function division is collected, there can be other dividing mode when actually realizing, in another example, multiple units or component can combine or can To be integrated into another system, or some features can be ignored, or not perform.Another, shown or discussed is mutual Coupling or direct-coupling or communication connection can be INDIRECT COUPLING or communication link by some communication interfaces, device or unit Connect, can be electrical, mechanical or other forms.
The unit illustrated as separating component can be or may not be physically separate, show as unit The part shown can be or may not be physical location, you can with positioned at a place, or can also be distributed to multiple On NE.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 embodiment provided by the invention can be integrated in a processing unit, also may be used To be that unit is individually physically present, can also two or more units it is integrated in a unit.
If the function is realized in the form of SFU software functional unit and is used as independent production marketing or in use, can be with It is stored in a computer read/write memory medium.Based on such understanding, technical scheme is substantially in other words The part to be contributed to prior art or the part of the technical scheme can be embodied in the form of software product, the meter Calculation machine software product is stored in a storage medium, including some instructions are causing a computer equipment (can be People's computer, server, or network equipment etc.) perform all or part of step of each embodiment methods described of the present invention. And foregoing storage medium includes:USB flash disk, mobile hard disk, read-only storage (ROM, Read-Only Memory), arbitrary access are deposited Reservoir (RAM, Random Access Memory), magnetic disc or CD etc. are various can be with the medium of store program codes.
It should be noted that:Similar label and letter represents similar terms in following accompanying drawing, therefore, once a certain Xiang Yi It is defined, then it further need not be defined and explained in subsequent accompanying drawing in individual accompanying drawing, in addition, term " the One ", " second ", " the 3rd " etc. are only used for distinguishing description, and it is not intended that instruction or hint relative importance.
Finally it should be noted that:Embodiment described above, it is only the embodiment of the present invention, to illustrate the present invention Technical scheme, rather than its limitations, protection scope of the present invention is not limited thereto, although with reference to the foregoing embodiments to this hair It is bright to be described in detail, it will be understood by those within the art that:Any one skilled in the art The invention discloses technical scope in, it can still modify to the technical scheme described in previous embodiment or can be light Change is readily conceivable that, or equivalent substitution is carried out to which part technical characteristic;And these modifications, change or replacement, do not make The essence of appropriate technical solution departs from the spirit and scope of technical scheme of the embodiment of the present invention.The protection in the present invention should all be covered Within the scope of.Therefore, protection scope of the present invention described should be defined by scope of the claims.

Claims (10)

1. a kind of aided diagnosis method, it is characterised in that methods described includes:
The clinical information for the tumour patient that server receiving terminal equipment is sent, the clinical information include multiple information elements;
The medical information table of comparisons prestored is called, includes different information elements with examining in the medical information table of comparisons Treat the corresponding relation of information;
Wrapped in information element included in clinical information based on the tumour patient and the medical information table of comparisons called The different information elements and the corresponding relation of medical information contained, determine the medical information of the tumour patient;
The medical information is sent to the terminal device.
2. according to the method for claim 1, it is characterised in that include different information in the medical information table of comparisons Corresponding relation between the attribute-bit of structural data corresponding to element, and the attribute-bit of the structural data;
Wherein, the attribute-bit of the structural data includes:Nodal community label, parent attribute label and child node attribute Label.
3. according to the method for claim 1, it is characterised in that be stored with the medical information table of comparisons:Different letters Cease the corresponding relation between element and the weights of the information element.
4. according to the method for claim 2, it is characterised in that also include:The diagnosis and treatment sent in response to the terminal device The structure tree of scheme obtains request;
According to the medical information table of comparisons of calling, the information element institute that the clinical information of the tumour patient is included is determined Corresponding relation between the attribute-bit of the attribute-bit of corresponding structural data and the structural data;
Attribute-bit based on the structural data and the corresponding relation generation between the attribute-bit of the structural data The structure tree of diagnosis and treatment scheme corresponding to the clinical information of the tumour patient;
The structure tree of the diagnosis and treatment scheme is sent to the terminal device.
5. method according to claim 1, it is characterised in that also include:
TNM stage is carried out to the clinical information of the tumour patient, obtains TNM stage result;
The clinical information of the patient is dissected by stages based on the TNM stage result, obtains dissecting result by stages;
Based on the TNM stage result, result and the medical information table of comparisons determine the tumour patient by stages for the dissection Medical information.
6. according to the method for claim 1, it is characterised in that the clinical information of the tumour patient also includes:Neoplastic disease The group variation information of people.
The medical information includes:The medication guide information of variation information is learned for the group of the tumour patient.
7. method according to claim 3, it is characterised in that also include:
Based on the correspondence between the different information element included in the medical information table of comparisons and the weights of the information element Relation, determine the weights for the different information elements that the clinical information of the tumour patient is included;
Summation is weighted to the weights of described information element, obtains final result value;
The disease grade of the tumour patient is determined based on the final result value.
A kind of 8. assistant diagnosis system, it is characterised in that including:Terminal device and server;
The terminal device is used for:The clinical information of the tumour patient of user's input is received, and by the clinic of the tumour patient Information is sent to server;Wherein, the clinical information includes multiple information elements;
The server is used for:Receive the clinical information for the tumour patient that the terminal device is sent;
The medical information table of comparisons prestored is called, includes different information elements with examining in the medical information table of comparisons Treat the corresponding relation of information;
Wrapped in information element included in clinical information based on the tumour patient and the medical information table of comparisons called The different information elements and the corresponding relation of medical information that contain determine the medical information of the tumour patient;
The medical information is sent to the terminal device and shown.
9. system according to claim 8, it is characterised in that the terminal device is additionally operable to:Sent to the server The structure tree of diagnosis and treatment scheme obtains request;
The server is used for:The structure tree of the diagnosis and treatment scheme sent in response to the terminal device obtains request;
According to the medical information table of comparisons of calling, the information element institute that the clinical information of the tumour patient is included is determined Corresponding relation between the attribute-bit of the attribute-bit of corresponding structural data and the structural data;
Attribute-bit based on the structural data and the corresponding relation generation between the attribute-bit of the structural data The structure tree of diagnosis and treatment scheme corresponding to the clinical information of the tumour patient;
The structure tree of the diagnosis and treatment scheme is sent to the terminal device.
10. system according to claim 8, is further characterized in that, the server is used for:
TNM stage is carried out to the clinical information of the tumour patient, obtains TNM stage result;
The clinical information of the patient is dissected by stages based on the TNM stage result, obtains dissecting result by stages;
Based on the TNM stage result, result and the medical information table of comparisons determine the tumour patient by stages for the dissection Medical information.
CN201710815676.XA 2017-09-12 2017-09-12 A kind of aided diagnosis method and system Pending CN107563142A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201710815676.XA CN107563142A (en) 2017-09-12 2017-09-12 A kind of aided diagnosis method and system

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201710815676.XA CN107563142A (en) 2017-09-12 2017-09-12 A kind of aided diagnosis method and system

Publications (1)

Publication Number Publication Date
CN107563142A true CN107563142A (en) 2018-01-09

Family

ID=60980461

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201710815676.XA Pending CN107563142A (en) 2017-09-12 2017-09-12 A kind of aided diagnosis method and system

Country Status (1)

Country Link
CN (1) CN107563142A (en)

Cited By (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109346171A (en) * 2018-10-31 2019-02-15 北京惠每云科技有限公司 A kind of aided diagnosis method, device and computer equipment
CN109448856A (en) * 2018-10-16 2019-03-08 张倩 Dicision of diagnosis and treatment system based on artificial intelligence
CN109493926A (en) * 2018-10-30 2019-03-19 中山大学肿瘤防治中心 Processing method, device, medium and the electronic equipment of colorectal cancer medical data
CN110459320A (en) * 2019-08-20 2019-11-15 山东众阳健康科技集团有限公司 A kind of assisting in diagnosis and treatment system of knowledge based map
CN112687385A (en) * 2019-10-18 2021-04-20 医渡云(北京)技术有限公司 Disease stage identification method and device
CN113012817A (en) * 2021-05-07 2021-06-22 四川大学华西医院 Liver failure prediction system and method

Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102043895A (en) * 2009-10-13 2011-05-04 北京大学 Disease prevention and treatment method and system
CN103455886A (en) * 2013-09-03 2013-12-18 西安电子科技大学 Clinical decision support system and method based on workflows
CN103955608A (en) * 2014-04-24 2014-07-30 上海星华生物医药科技有限公司 Intelligent medical information remote processing system and processing method
CN105380715A (en) * 2015-10-28 2016-03-09 金晨望 Imaging diagnosis system based on standardization, dynamic and structurization
CN105956378A (en) * 2016-04-26 2016-09-21 成都聚恒康科技有限公司 Clinical decision supporting system of tumor diagnosis and treatment
CN106227992A (en) * 2016-07-13 2016-12-14 为朔医学数据科技(北京)有限公司 A kind of recommendation method and system of therapeutic scheme
CN106971071A (en) * 2017-03-27 2017-07-21 为朔医学数据科技(北京)有限公司 A kind of Clinical Decision Support Systems and method
CN107016256A (en) * 2017-06-16 2017-08-04 深圳市普惠医学软件有限公司 Medical information intelligent interaction device and method

Patent Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102043895A (en) * 2009-10-13 2011-05-04 北京大学 Disease prevention and treatment method and system
CN103455886A (en) * 2013-09-03 2013-12-18 西安电子科技大学 Clinical decision support system and method based on workflows
CN103955608A (en) * 2014-04-24 2014-07-30 上海星华生物医药科技有限公司 Intelligent medical information remote processing system and processing method
CN105380715A (en) * 2015-10-28 2016-03-09 金晨望 Imaging diagnosis system based on standardization, dynamic and structurization
CN105956378A (en) * 2016-04-26 2016-09-21 成都聚恒康科技有限公司 Clinical decision supporting system of tumor diagnosis and treatment
CN106227992A (en) * 2016-07-13 2016-12-14 为朔医学数据科技(北京)有限公司 A kind of recommendation method and system of therapeutic scheme
CN106971071A (en) * 2017-03-27 2017-07-21 为朔医学数据科技(北京)有限公司 A kind of Clinical Decision Support Systems and method
CN107016256A (en) * 2017-06-16 2017-08-04 深圳市普惠医学软件有限公司 Medical information intelligent interaction device and method

Cited By (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109448856A (en) * 2018-10-16 2019-03-08 张倩 Dicision of diagnosis and treatment system based on artificial intelligence
CN109493926A (en) * 2018-10-30 2019-03-19 中山大学肿瘤防治中心 Processing method, device, medium and the electronic equipment of colorectal cancer medical data
CN109346171A (en) * 2018-10-31 2019-02-15 北京惠每云科技有限公司 A kind of aided diagnosis method, device and computer equipment
CN110459320A (en) * 2019-08-20 2019-11-15 山东众阳健康科技集团有限公司 A kind of assisting in diagnosis and treatment system of knowledge based map
CN110459320B (en) * 2019-08-20 2021-01-05 山东众阳健康科技集团有限公司 Knowledge graph-based auxiliary diagnosis and treatment system
CN112687385A (en) * 2019-10-18 2021-04-20 医渡云(北京)技术有限公司 Disease stage identification method and device
CN113012817A (en) * 2021-05-07 2021-06-22 四川大学华西医院 Liver failure prediction system and method
CN113012817B (en) * 2021-05-07 2023-06-13 四川大学华西医院 Liver failure prediction system and method

Similar Documents

Publication Publication Date Title
CN107563142A (en) A kind of aided diagnosis method and system
CN102903008B (en) For the method and system of computer question and answer
CN104246759B (en) Application programming interfaces testing service
CN108076154A (en) Application message recommends method, apparatus and storage medium and server
CN108197532A (en) The method, apparatus and computer installation of recognition of face
CN108090162A (en) Information-pushing method and device based on artificial intelligence
CN106815192A (en) Model training method and device and sentence emotion identification method and device
CN108765340A (en) Fuzzy image processing method, apparatus and terminal device
WO2021135449A1 (en) Deep reinforcement learning-based data classification method, apparatus, device, and medium
CN108153719A (en) Merge the method and apparatus of electrical form
CN104679722B (en) For the method and system that data form is multidimensional
CN112001373A (en) Article identification method and device and storage medium
CN109214501A (en) The method and apparatus of information for identification
CN110362825A (en) A kind of text based finance data abstracting method, device and electronic equipment
CN107357782B (en) Method and terminal for identifying gender of user
CN109240931A (en) Problem feedback information treating method and apparatus
CN108304381A (en) Entity based on artificial intelligence builds side method, apparatus, equipment and storage medium
CN110399547A (en) For updating the method, apparatus, equipment and storage medium of model parameter
CN114780701A (en) Automatic question-answer matching method, device, computer equipment and storage medium
CN107122607A (en) A kind of method and device for generating therapeutic regimen report
CN109785336A (en) Image partition method and device based on multipath convolutional neural networks model
CN108470065A (en) A kind of determination method and device of exception comment text
CN113192639A (en) Training method, device and equipment of information prediction model and storage medium
CN107644102A (en) Data characteristics building method and device, storage medium, electronic equipment
CN106250407A (en) A kind of social communication method and apparatus

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
RJ01 Rejection of invention patent application after publication

Application publication date: 20180109

RJ01 Rejection of invention patent application after publication