CN109597827A - Medical data processing method and processing device, storage medium, electronic equipment - Google Patents
Medical data processing method and processing device, storage medium, electronic equipment Download PDFInfo
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- CN109597827A CN109597827A CN201811333471.9A CN201811333471A CN109597827A CN 109597827 A CN109597827 A CN 109597827A CN 201811333471 A CN201811333471 A CN 201811333471A CN 109597827 A CN109597827 A CN 109597827A
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
- G16H50/70—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for mining of medical data, e.g. analysing previous cases of other patients
Abstract
This disclosure relates to field of computer technology more particularly to a kind of medical data processing method and processing device, storage medium, electronic equipment.This method comprises: obtaining original medical data；The original medical data are arranged according to each medical dimension, to obtain the medical data under each medical dimension；Retrieval request is responded, retrieval type is obtained；The retrieval type is parsed, retrieval dimension and search condition corresponding with the retrieval dimension are obtained；According to the search condition with obtain target medical data in the medical data under the matched medical dimension of the retrieval dimension.Retrieval learning cost height, and better user experience greatly reduces in the disclosure.
Description
Technical field
This disclosure relates to field of computer technology more particularly to a kind of medical data processing method and processing device, storage medium,
Electronic equipment.
Background technique
Medical data be doctor to patient's diagnosing and treating during the data that generate, including patient's master data, electricity
Sub- case history, diagnosis word, medical image data, medical supervision, economic data, Medical Devices and instrument data etc. with patient are
The heart becomes the main source of medical information.Effective statistics, integration and analysis medical data have significantly medical institutions
Benefit.
Currently, how fast and accurately to be retrieved in medical data target medical data have become medical data statistics,
One of integration and the important topic of analysis.The retrieval mode of common medical data is general by elasticsearch etc.
Search engine is retrieved and is processed to medical data.
However, the universal search engines such as elasticsearch are to realize its versatility, the integration of data usually with tool
The application scenarios of body are unrelated.For example, receiving for medical data, the integration of medical data is unrelated with medical logic, i.e., will not be by
Medical data is integrated according to medical dimension, therefore, medical data is retrieved by above-mentioned general search engine
When, it can not need to need the retrieval of medical dimension directly according to the Search Requirement searched targets medical data of medical dimension
It asks and is converted into general Search Requirement, so that search engine according to general Search Requirement searched targets medical data, therefore, is used
The retrieval learning cost at family is high, experiences poor；Further, since general search engine can not carry out data according to application scenarios
Integration, therefore dynamic processing in real time can not be carried out to medical data, it needs in advance to process medical data, and will processing
For medical data storage afterwards in the database so as to subsequent use, carrying cost is high, and is unable to satisfy medical data processing on real-time
Demand.
It should be noted that information is only used for reinforcing the reason to the background of the disclosure disclosed in above-mentioned background technology part
Solution, therefore may include the information not constituted to the prior art known to persons of ordinary skill in the art.
Summary of the invention
The disclosure is designed to provide a kind of medical data processing method and processing device, storage medium, electronic equipment, in turn
Overcome at least to a certain extent since general search engine can not integrate data according to application scenarios, causes to retrieve
Learning cost is high, experiences the problems such as poor.
According to one aspect of the disclosure, a kind of medical data processing method is provided, comprising:
Obtain original medical data；
The original medical data are arranged according to each medical dimension, to obtain the medical treatment under each medical dimension
Data；
Retrieval request is responded, retrieval type is obtained；
The retrieval type is parsed, retrieval dimension and search condition corresponding with the retrieval dimension are obtained；
According to the search condition with obtained in the medical data under the matched medical dimension of the retrieval dimension
Target medical data.
In a kind of exemplary embodiment of the disclosure, the retrieval dimension is multiple；
The acquisition retrieval dimension and search condition corresponding with the retrieval dimension include:
Obtain each retrieval dimension, between each corresponding search condition of retrieval dimension and the retrieval dimension
Retrieval logic.
It is described to be matched according to the search condition with the retrieval dimension in a kind of exemplary embodiment of the disclosure
The medical dimension under medical data in obtain target medical data and include:
With in the medical data under each matched medical dimension of retrieval dimension according to the corresponding search condition
Obtain candidate medical data corresponding with each retrieval dimension；
It patrols according to candidate medical data corresponding with each retrieval dimension and in conjunction with the retrieval between the retrieval dimension
It collects and obtains the target medical data.
In a kind of exemplary embodiment of the disclosure, the method also includes:
It responds the processing to the target medical data to request, obtains machining type；
The machining type is parsed, filter condition and processing conditions are obtained；
The target medical data is filtered according to the filter condition, it is corresponding with the filter condition to obtain
Medical data to be processed；
The medical data to be processed is processed according to the processing conditions, to generate target process data.
In a kind of exemplary embodiment of the disclosure, the processing conditions include sum, average, maximizing,
It one of minimizes or a variety of.
In a kind of exemplary embodiment of the disclosure, the retrieval logic include in logic or logic, NOT logic
It is one or more；The search condition includes being equal to, being not equal to, being greater than, being more than or equal to, being less than, being less than or equal to, including, not wrapping
Containing one of or it is a variety of.
In a kind of exemplary embodiment of the disclosure, the medical treatment dimension includes patient information dimension and case history dimension
Degree.
According to one aspect of the disclosure, a kind of medical data processing unit is provided, comprising:
First obtains module, for obtaining original medical data；
Sorting module, for being arranged according to each medical dimension to the original medical data, to obtain each doctor
Treat the medical data under dimension；
Second obtains module, for responding retrieval request, obtains retrieval type；
Parsing module obtains retrieval dimension and retrieval item corresponding with the retrieval dimension for parsing the retrieval type
Part；
Third obtain module, for according to the search condition with the retrieval dimension it is matched it is described medical treatment dimension under
Medical data in obtain target medical data.
According to one aspect of the disclosure, a kind of computer readable storage medium is provided, computer program is stored thereon with,
The computer program realized when being executed by processor it is any one of above-mentioned described in medical data processing method.
According to one aspect of the disclosure, a kind of electronic equipment is provided, comprising:
Processor；And
Memory, for storing the executable instruction of the processor；
Wherein, the processor be configured to execute via the executable instruction is executed it is any one of above-mentioned described in
Medical data processing method.
A kind of medical data processing method and processing device of example embodiment offer of the disclosure, storage medium, electronic equipment.Root
The original medical data are arranged according to each medical dimension, to obtain the medical data under each medical dimension, response
Retrieval request obtains and parses retrieval type, to obtain retrieval dimension and search condition corresponding with the retrieval dimension, according to institute
State search condition with obtain target medical data in the medical data under the matched medical dimension of the retrieval dimension.Root
Original medical data are arranged according to medical dimension, allow to directly input Search Requirement according to medical dimension, and directly
It is retrieved according to the Search Requirement of medical dimension, without converting the Search Requirement of medical dimension to general Search Requirement,
It is high that retrieval learning cost greatly reduces, and better user experience.
It should be understood that above general description and following detailed description be only it is exemplary and explanatory, not
The disclosure can be limited.
Detailed description of the invention
It is described in detail its exemplary embodiment by referring to accompanying drawing, the above and other feature and advantage of the disclosure will become
It obtains more obvious.It should be evident that the accompanying drawings in the following description is only some embodiments of the present disclosure, it is common for this field
For technical staff, without creative efforts, it is also possible to obtain other drawings based on these drawings.Attached
In figure:
Fig. 1 is a kind of flow chart of medical data processing method of the disclosure；
Fig. 2 is the flow chart to the processing of target medical data provided in a kind of exemplary embodiment of the disclosure；
Fig. 3 is a kind of block diagram of medical data processing unit of the disclosure；
Fig. 4 is the module diagram that the disclosure shows the electronic equipment in an exemplary embodiment.
Fig. 5 is that the disclosure shows the program product schematic diagram in an exemplary embodiment.
Specific embodiment
Example embodiment is described more fully with reference to the drawings.However, example embodiment can be real in a variety of forms
It applies, and is not understood as limited to embodiment set forth herein；On the contrary, thesing embodiments are provided so that the disclosure will be comprehensively and complete
It is whole, and the design of example embodiment is comprehensively communicated to those skilled in the art.Identical appended drawing reference indicates in figure
Same or similar part, thus repetition thereof will be omitted.
In addition, described feature, structure or characteristic can be incorporated in one or more implementations in any suitable manner
In example.In the following description, many details are provided to provide and fully understand to embodiment of the disclosure.However,
It will be appreciated by persons skilled in the art that can be with technical solution of the disclosure without one in the specific detail or more
It is more, or can be using other methods, constituent element, material, device, step etc..In other cases, it is not shown in detail or describes
Known features, method, apparatus, realization, material or operation are to avoid fuzzy all aspects of this disclosure.
Block diagram shown in the drawings is only functional entity, not necessarily must be corresponding with physically separate entity.
I.e., it is possible to realize these functional entitys using software form, or these are realized in the module of one or more softwares hardening
A part of functional entity or functional entity, or realized in heterogeneous networks and/or processor device and/or microcontroller device
These functional entitys.
A kind of medical data processing method is disclosed in the present exemplary embodiment first, shown referring to Fig.1, the medical treatment number
It may comprise steps of according to processing method:
Step S110, original medical data are obtained；
Step S120, the original medical data are arranged according to each medical dimension, to obtain each medical treatment dimension
Medical data under degree；
Step S130, retrieval request is responded, retrieval type is obtained；
Step S140, the retrieval type is parsed, retrieval dimension and search condition corresponding with the retrieval dimension are obtained；
Step S150, according to the search condition with the medical number under the matched medical dimension of the retrieval dimension
According to middle acquisition target medical data.
Medical data processing method according to the present exemplary embodiment carries out original medical data according to medical dimension
It arranges, allows to directly input Search Requirement according to medical dimension, and directly examined according to the Search Requirement of medical dimension
Rope greatly reduces without converting the Search Requirement of medical dimension to general Search Requirement and retrieves learning cost height, and
Better user experience.
Next, with reference to Fig. 1, the medical data processing method in the present exemplary embodiment is described further.
In step s 110, original medical data are obtained.In the present example embodiment, the original medical data refer to respectively
Medical worker is to the order data of each patient, specifically, can obtain module according to one obtains original medical data.
In the step s 120, the original medical data are arranged according to each medical dimension, to obtain each doctor
Treat the medical data under dimension.
In the present example embodiment, the medical dimension may include patient information dimension, case history dimension, disease dimension
Deng the present exemplary embodiment is not particularly limited this.
Each medical dimension corresponds to multiple dimension conditions.For example, the dimension condition of patient information dimension include the age,
Gender, birthplace etc., wherein the age can be divided into different age levels, and gender can be divided into male and female, and birthplace can be by
It is divided according to province.The dimension condition of case dimension may include doing operation, not doing operation etc..The disease dimension
Dimension condition may include stomach trouble, cardiovascular and cerebrovascular diseases, nephrosis etc..For example, right by taking medical dimension is patient information dimension as an example
The process that original medical data are arranged is illustrated.By original medical data according to patient information dimension dimension condition into
Row arranges, i.e., is that woman's original medical data are placed in a storage unit by the gender of patient in original medical data, will be former
The gender of patient is that male's original medical data are placed in a storage unit in beginning medical data, will be suffered from original medical data
The age of person is that 0~10 years old original medical data is placed in a storage unit, according to above-mentioned rule, to patient information dimension
It is arranged in the original medical data of other dimension conditions, finally, by patient information dimension under its all dimension condition
Medical data is determined as the medical data under patient information dimension.
It should be noted that the arrangement principle of the medical data under other medical dimensions is identical as the principle of the above process,
Therefore details are not described herein again.
In step s 130, retrieval request is responded, retrieval type is obtained.
In the present example embodiment, user can select or fill in the frame of the retrieval dimension in the retrieval page
Search condition, it should be noted that when the frame for the retrieval dimension filled in is multiple, need to fill in the inspection between retrieval dimension
Rope logic, and by clicking the retrieval control in the retrieval page, retrieval request is issued to terminal, terminal responds the retrieval request,
Retrieval dimension and search condition corresponding with retrieval dimension are obtained, and according to retrieval dimension and retrieval item corresponding with retrieval dimension
Part generates retrieval type, and retrieval type is sent to server, so that server obtains the retrieval type.It should be noted that filling out
When the frame for the retrieval dimension write is multiple, each retrieval dimension and search condition corresponding with each retrieval dimension are obtained, and each
The retrieval logic between dimension is retrieved, and according to each retrieval dimension and search condition corresponding with each retrieval dimension, and each inspection
Retrieval logic between Suo Weidu generates retrieval type.The retrieval logic will be described below, therefore no longer superfluous herein
It states.The retrieval dimension can be for example patient information dimension, case dimension or disease dimension etc..It is patient in retrieval dimension
When information dimension, search condition corresponding with patient information dimension can be one of male, female etc..
In step S140, the retrieval type is parsed, obtains retrieval dimension and retrieval item corresponding with the retrieval dimension
Part.In the present example embodiment, when the retrieval dimension is one, retrieval type is parsed, to obtain retrieval dimension
With search condition corresponding with retrieval dimension.For example, when the retrieval type=patient information dimension (=female), to the retrieval type into
Row parsing, obtained retrieval dimension are patient information dimension, and the corresponding search condition of retrieval dimension is female.
When the retrieval dimension is multiple, the acquisition retrieval dimension and search condition corresponding with the retrieval dimension
May include: obtain each retrieval dimension, with each corresponding search condition of retrieval dimension and the retrieval dimension it
Between retrieval logic.The retrieval logic may include and one of logic or logic, NOT logic etc. or a variety of.The inspection
Rope condition may include be equal to, be not equal to, being greater than, being more than or equal to, being less than, being less than or equal to, including, do not include etc. one of or
It is a variety of.For example, retrieval dimension includes suffering from the retrieval type=patient information dimension (=female) and disease dimension (=stomach trouble)
Person's information dimension and disease dimension, the search condition of patient information dimension are female, and the search condition of disease dimension is stomach trouble, retrieval
Retrieval logic between dimension is and logic.
In step S150, according to the search condition with the doctor under the matched medical dimension of the retrieval dimension
It treats and obtains target medical data in data.
In the present example embodiment, when the retrieval dimension is one, by the retrieval dimension and each medical dimension
It is matched one by one, and obtains matched medical dimension, and according to retrieval in the medical data under the matched medical dimension
Condition determines target medical data.
Retrieve dimension be it is multiple when, it is described according to the search condition with the matched medical treatment of retrieval dimension
Obtained in medical data under dimension target medical data may include: under the matched medical treatment dimension of each retrieval dimension
Medical data in candidate's medical data corresponding with each retrieval dimension obtained according to the corresponding search condition；According to
Candidate medical data corresponding with each retrieval dimension simultaneously obtains the mesh in conjunction with the retrieval logic between the retrieval dimension
Mark medical data.
In conclusion being arranged according to medical dimension to original medical data, allow to directly according to medical dimension
Search Requirement is inputted, and is directly retrieved according to the Search Requirement of medical dimension, without turning the Search Requirement of medical dimension
General Search Requirement is turned to, retrieval learning cost height, and better user experience greatly reduces.
Further, as shown in Fig. 2, the method can with the following steps are included:
Step S210 responds the processing to the target medical data and requests, obtains machining type.
It in the present example embodiment, can be by the retrieval page if user is after getting target medical data
Data mart modeling input frame inputs processing conditions and filter condition, and can be by the processing control in the triggering retrieval page, to end
End sends the processing to target medical data and requests, after terminal receives processing request, according to processing conditions and filter condition
Machining type is generated, and sends the machining type to server, so that server obtains the machining type.For example, in target medical data
For dyspeptic patient medical data when, if the filter condition of user's input is the duration of operation for the first time, processing conditions is
When averaging, then machining type=ask did the average duration of the first time operation of the patient of operation.For another example in target medical treatment
When data are the medical data of dyspeptic patient, if the filter condition of user's input is the age, processing conditions is to average
When, then machining type=averaging age, that is, seek the average age of dyspeptic patient.
Step S220 parses the machining type, obtains filter condition and processing conditions.
In the present example embodiment, the processing conditions may include summing, averaging, maximizing, asking minimum
One of value etc. is a variety of.For example, machining type=and when seeking the average duration for the first time operation for being the patient of operation, to it
Filter condition known to being disassembled is the duration of operation for the first time, and processing conditions is to average.
Step S230 is filtered the target medical data according to the filter condition, to obtain and the filtering
The corresponding medical data to be processed of condition.
In the present example embodiment, for example, filter condition is the duration of operation for the first time, processing conditions is to average
When, the duration for doing the first time operation of the patient of operation is obtained in target medical data, this did the of the patient of operation
The duration once performed the operation is medical data to be processed.
Step S240 processes the medical data to be processed according to the processing conditions, to generate target processing
Data.
In the present example embodiment, for example, filter condition is the duration of operation for the first time, processing conditions is to be averaging
Value, when medical data to be processed is the duration of first time operation for being the patient of operation, to the first of the patient for doing operation
The duration of secondary operation sums and divided by the number for the patient for doing operation, and the first time operation for being the patient of operation can be obtained
Average duration (i.e. target process data).
From the foregoing, it will be observed that due to being arranged according to each medical dimension to the original medical data, it can be by upper
It states step S210~step S240 and processing on real-time is carried out to target medical data, greatly solve carrying cost height and can not expire
The problem of demand of sufficient medical data processing on real-time.
It should be noted that although describing each step of method in the disclosure in the accompanying drawings with particular order,
This does not require that or implies must execute these steps in this particular order, or have to carry out step shown in whole
Just it is able to achieve desired result.Additional or alternative, it is convenient to omit multiple steps are merged into a step and held by certain steps
Row, and/or a step is decomposed into execution of multiple steps etc..
In an exemplary embodiment of the disclosure, a kind of medical data processing unit is additionally provided, as shown in figure 3, described
Medical data processing unit 300 may include: the first acquisition module 301, the acquisition of sorting module 302, second module 303, parsing
Module 304, third obtain module 305, in which:
First obtains module 301, can be used for obtaining original medical data；
Sorting module 302 can be used for arranging the original medical data according to each medical dimension, each to obtain
Medical data under the medical treatment dimension；
Second obtains module 303, can be used for responding retrieval request, obtains retrieval type；
Parsing module 304, can be used for parsing the retrieval type, obtain retrieval dimension and corresponding with the retrieval dimension
Search condition；
Third obtain module 305, can be used for according to the search condition with the matched doctor of retrieval dimension
It treats and obtains target medical data in the medical data under dimension.
The detail of each medical data processing unit module is in corresponding medical data processing method among the above
It is described in detail, therefore details are not described herein again.
It should be noted that although being referred to several modules or unit of the equipment for execution in the above detailed description,
But it is this divide it is not enforceable.In fact, according to embodiment of the present disclosure, two or more above-described modules
Either the feature and function of unit can embody in a module or unit.Conversely, an above-described module or
The feature and function of person's unit can be to be embodied by multiple modules or unit with further division.
In an exemplary embodiment of the disclosure, a kind of electronic equipment that can be realized the above method is additionally provided.
Person of ordinary skill in the field it is understood that various aspects of the invention can be implemented as system, method or
Program product.Therefore, various aspects of the invention can be embodied in the following forms, it may be assumed that complete hardware embodiment, complete
The embodiment combined in terms of full Software Implementation (including firmware, microcode etc.) or hardware and software, can unite here
Referred to as circuit, " module " or " system ".
The electronic equipment 400 of this embodiment according to the present invention is described referring to Fig. 4.The electronics that Fig. 4 is shown
Equipment 400 is only an example, should not function to the embodiment of the present invention and use scope bring any restrictions.
As shown in figure 4, electronic equipment 400 is showed in the form of universal computing device.The component of electronic equipment 400 can wrap
It includes but is not limited to: at least one above-mentioned processing unit 410, at least one above-mentioned storage unit 420, the different system components of connection
The bus 430 of (including storage unit 420 and processing unit 410), display unit 440.
Wherein, the storage unit is stored with program code, and said program code can be held by the processing unit 410
Row, so that various according to the present invention described in the execution of the processing unit 410 above-mentioned " illustrative methods " part of this specification
The step of illustrative embodiments.For example, the processing unit 410 can execute step S110 as shown in fig. 1, obtain original
Beginning medical data；Step S120, the original medical data are arranged according to each medical dimension, to obtain each medical treatment
Medical data under dimension；Step S130, retrieval request is responded, retrieval type is obtained；Step S140, the retrieval type is parsed, is obtained
Take retrieval dimension and search condition corresponding with the retrieval dimension；Step S150, according to the search condition with the inspection
Target medical data is obtained in medical data under the matched medical dimension of Suo Weidu.
Storage unit 420 may include the readable medium of volatile memory cell form, such as Random Access Storage Unit
(RAM) 4201 and/or cache memory unit 4202, it can further include read-only memory unit (ROM) 4203.
Storage unit 420 can also include program/utility with one group of (at least one) program module 4205
4204, such program module 4205 includes but is not limited to: operating system, one or more application program, other program moulds
It may include the realization of network environment in block and program data, each of these examples or certain combination.
Bus 430 can be to indicate one of a few class bus structures or a variety of, including storage unit bus or storage
Cell controller, peripheral bus, graphics acceleration port, processing unit use any bus structures in a variety of bus structures
Local bus.
Electronic equipment 400 can also be with one or more external equipments 470 (such as keyboard, sensing equipment, bluetooth equipment
Deng) communication, can also be enabled a user to one or more equipment interact with the electronic equipment 400 communicate, and/or with make
Any equipment (such as the router, modulation /demodulation that the electronic equipment 400 can be communicated with one or more of the other calculating equipment
Device etc.) communication.This communication can be carried out by input/output (I/O) interface 450.Also, electronic equipment 400 can be with
By network adapter 460 and one or more network (such as local area network (LAN), wide area network (WAN) and/or public network,
Such as internet) communication.As shown, network adapter 460 is communicated by bus 430 with other modules of electronic equipment 400.
It should be understood that although not shown in the drawings, other hardware and/or software module can not used in conjunction with electronic equipment 400, including but not
Be limited to: microcode, device driver, redundant processing unit, external disk drive array, RAID system, tape drive and
Data backup storage system etc..
Through the above description of the embodiments, those skilled in the art is it can be readily appreciated that example described herein is implemented
Mode can also be realized by software realization in such a way that software is in conjunction with necessary hardware.Therefore, according to the disclosure
The technical solution of embodiment can be embodied in the form of software products, which can store non-volatile at one
Property storage medium (can be CD-ROM, USB flash disk, mobile hard disk etc.) in or network on, including some instructions are so that a calculating
Equipment (can be personal computer, server, terminal installation or network equipment etc.) is executed according to disclosure embodiment
Method.
In an exemplary embodiment of the disclosure, a kind of computer readable storage medium is additionally provided, energy is stored thereon with
Enough realize the program product of this specification above method.In some possible embodiments, various aspects of the invention may be used also
In the form of being embodied as a kind of program product comprising program code, when described program product is run on the terminal device, institute
Program code is stated for executing the terminal device described in above-mentioned " illustrative methods " part of this specification according to this hair
The step of bright various illustrative embodiments.
Refering to what is shown in Fig. 5, describing the program product for realizing the above method of embodiment according to the present invention
500, can using portable compact disc read only memory (CD-ROM) and including program code, and can in terminal device,
Such as it is run on PC.However, program product of the invention is without being limited thereto, in this document, readable storage medium storing program for executing can be with
To be any include or the tangible medium of storage program, the program can be commanded execution system, device or device use or
It is in connection.
Described program product can be using any combination of one or more readable mediums.Readable medium can be readable letter
Number medium or readable storage medium storing program for executing.Readable storage medium storing program for executing for example can be but be not limited to electricity, magnetic, optical, electromagnetic, infrared ray or
System, device or the device of semiconductor, or any above combination.The more specific example of readable storage medium storing program for executing is (non exhaustive
List) include: electrical connection with one or more conducting wires, portable disc, hard disk, random access memory (RAM), read-only
Memory (ROM), erasable programmable read only memory (EPROM or flash memory), optical fiber, portable compact disc read only memory
(CD-ROM), light storage device, magnetic memory device or above-mentioned any appropriate combination.
Computer-readable signal media may include in a base band or as carrier wave a part propagate data-signal,
In carry readable program code.The data-signal of this propagation can take various forms, including but not limited to electromagnetic signal,
Optical signal or above-mentioned any appropriate combination.Readable signal medium can also be any readable Jie other than readable storage medium storing program for executing
Matter, the readable medium can send, propagate or transmit for by instruction execution system, device or device use or and its
The program of combined use.
The program code for including on readable medium can transmit with any suitable medium, including but not limited to wirelessly, have
Line, optical cable, RF etc. or above-mentioned any appropriate combination.
The program for executing operation of the present invention can be write with any combination of one or more programming languages
Code, described program design language include object oriented program language-Java, C++ etc., further include conventional
Procedural programming language-such as " C " language or similar programming language.Program code can be fully in user
It calculates and executes in equipment, partly executes on a user device, being executed as an independent software package, partially in user's calculating
Upper side point is executed on a remote computing or is executed in remote computing device or server completely.It is being related to far
Journey calculates in the situation of equipment, and remote computing device can pass through the network of any kind, including local area network (LAN) or wide area network
(WAN), it is connected to user calculating equipment, or, it may be connected to external computing device (such as utilize ISP
To be connected by internet).
In addition, above-mentioned attached drawing is only the schematic theory of processing included by method according to an exemplary embodiment of the present invention
It is bright, rather than limit purpose.It can be readily appreciated that the time that above-mentioned processing shown in the drawings did not indicated or limited these processing is suitable
Sequence.In addition, be also easy to understand, these processing, which can be, for example either synchronously or asynchronously to be executed in multiple modules.
Those skilled in the art after considering the specification and implementing the invention disclosed here, will readily occur to its of the disclosure
His embodiment.This application is intended to cover any variations, uses, or adaptations of the disclosure, these modifications, purposes or
Adaptive change follow the general principles of this disclosure and including the undocumented common knowledge in the art of the disclosure or
Conventional techniques.The description and examples are only to be considered as illustrative, and the true scope and spirit of the disclosure are by claim
It points out.
It should be understood that the present disclosure is not limited to the precise structures that have been described above and shown in the drawings, and
And various modifications and changes may be made without departing from the scope thereof.The scope of the present disclosure is only limited by the attached claims.
Claims (10)
1. a kind of medical data processing method characterized by comprising
Obtain original medical data；
The original medical data are arranged according to each medical dimension, to obtain the medical number under each medical dimension
According to；
Retrieval request is responded, retrieval type is obtained；
The retrieval type is parsed, retrieval dimension and search condition corresponding with the retrieval dimension are obtained；
According to the search condition with obtain target in the medical data under the matched medical dimension of the retrieval dimension
Medical data.
2. medical data processing method according to claim 1, which is characterized in that the retrieval dimension is multiple；
The acquisition retrieval dimension and search condition corresponding with the retrieval dimension include:
Obtain each retrieval dimension, the inspection between each corresponding search condition of retrieval dimension and the retrieval dimension
Rope logic.
3. medical data processing method according to claim 2, which is characterized in that it is described according to the search condition with
Obtaining target medical data in medical data under the matched medical dimension of retrieval dimension includes:
It is obtained with the medical data under each matched medical dimension of retrieval dimension according to the corresponding search condition
Candidate medical data corresponding with each retrieval dimension；
It obtains according to candidate medical data corresponding with each retrieval dimension and in conjunction with the retrieval logic between the retrieval dimension
Take the target medical data.
4. medical data processing method according to claim 1, which is characterized in that the method also includes:
It responds the processing to the target medical data to request, obtains machining type；
The machining type is parsed, filter condition and processing conditions are obtained；
The target medical data is filtered according to the filter condition, it is corresponding with the filter condition to be added to obtain
Work medical data；
The medical data to be processed is processed according to the processing conditions, to generate target process data.
5. medical data processing method according to claim 4, which is characterized in that the processing conditions includes summation, asks
Average value, maximizing one of are minimized or a variety of.
6. medical data processing method according to claim 2 or 3, which is characterized in that the retrieval logic includes and patrols
Volume or one of logic, NOT logic or a variety of；The search condition includes being equal to, being not equal to, being greater than, being more than or equal to, is small
In, one of be less than or equal to, include, do not include or a variety of.
7. medical data processing method according to any one of claims 1 to 4, which is characterized in that the medical treatment dimension
Including patient information dimension and case history dimension.
8. a kind of medical data processing unit characterized by comprising
First obtains module, for obtaining original medical data；
Sorting module, for being arranged according to each medical dimension to the original medical data, to obtain each medical treatment dimension
Medical data under degree；
Second obtains module, for responding retrieval request, obtains retrieval type；
Parsing module obtains retrieval dimension and search condition corresponding with the retrieval dimension for parsing the retrieval type；
Third obtains module, for according to the search condition with the doctor under the matched medical dimension of the retrieval dimension
It treats and obtains target medical data in data.
9. a kind of computer readable storage medium, is stored thereon with computer program, which is characterized in that the computer program quilt
Medical data processing method described in any one of claim 1~7 is realized when processor executes.
10. a kind of electronic equipment characterized by comprising
Processor；And
Memory, for storing the executable instruction of the processor；
Wherein, the processor is configured to come any one of perform claim requirement 1~7 institute via the execution executable instruction
The medical data processing method stated.
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111143422A (en) * | 2019-12-31 | 2020-05-12 | 医渡云（北京）技术有限公司 | Data retrieval method, data retrieval device, storage medium, and electronic device |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101599088A (en) * | 2008-11-18 | 2009-12-09 | 北京美智医疗科技有限公司 | The mining multi-dimensional data system and method for medical information system |
| US20120123798A1 (en) * | 2010-11-12 | 2012-05-17 | Lanzalotti John A | Health Care Financing Systems And Methods For Determination Of The Patient Specific Prospective Lump Sum Payment For An Episode Of Care Arising From An Insurable Event |
| CN105488228A (en) * | 2016-01-08 | 2016-04-13 | 复旦大学附属华山医院 | Method and device for presenting medical information of visiting users |
| CN106295092A (en) * | 2015-05-13 | 2017-01-04 | 仁智(苏州)医学研究有限公司 | The multi-dimensional data of clinical treatment analyzes method and system |
-
2018
- 2018-11-09 CN CN201811333471.9A patent/CN109597827A/en active Pending
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101599088A (en) * | 2008-11-18 | 2009-12-09 | 北京美智医疗科技有限公司 | The mining multi-dimensional data system and method for medical information system |
| US20120123798A1 (en) * | 2010-11-12 | 2012-05-17 | Lanzalotti John A | Health Care Financing Systems And Methods For Determination Of The Patient Specific Prospective Lump Sum Payment For An Episode Of Care Arising From An Insurable Event |
| CN106295092A (en) * | 2015-05-13 | 2017-01-04 | 仁智(苏州)医学研究有限公司 | The multi-dimensional data of clinical treatment analyzes method and system |
| CN105488228A (en) * | 2016-01-08 | 2016-04-13 | 复旦大学附属华山医院 | Method and device for presenting medical information of visiting users |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111143422A (en) * | 2019-12-31 | 2020-05-12 | 医渡云（北京）技术有限公司 | Data retrieval method, data retrieval device, storage medium, and electronic device |
| CN111143422B (en) * | 2019-12-31 | 2023-04-25 | 医渡云（北京）技术有限公司 | Data retrieval method, data retrieval device, storage medium and electronic equipment |
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