CN109446191A - Medical treatment data processing system and method, storage medium and electronic equipment - Google Patents
Medical treatment data processing system and method, storage medium and electronic equipment Download PDFInfo
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- CN109446191A CN109446191A CN201811330694.XA CN201811330694A CN109446191A CN 109446191 A CN109446191 A CN 109446191A CN 201811330694 A CN201811330694 A CN 201811330694A CN 109446191 A CN109446191 A CN 109446191A
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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
- G16H70/00—ICT specially adapted for the handling or processing of medical references
Abstract
The invention discloses a kind of medical treatment data processing system and methods, storage medium and electronic equipment, are related to medical information technical field.The medical treatment data processing system includes: data acquisition module, for obtaining medical data from medical institutions；Data cleansing module, for being cleaned to the medical data；Data structured module carries out structuring processing for extracting medical characteristics from the medical data after cleaning, and to the medical characteristics；Data application module, for being handled using the medical characteristics of structuring medical profession demand.The utilization rate of medical data can be improved in the disclosure.
Description
Technical field
This disclosure relates to medical information technical field, in particular to a kind of medical treatment data processing system, medical data
Processing method, storage medium and electronic equipment.
Background technique
As information technology constantly develops, the level of informatization of hospital is continuously improved, and the scale of medical data is also more next
It is bigger.Under this overall background, how suitably to refine, store and have become medical industry increasingly using these medical datas
The problem of being taken seriously.
Currently, the standard that the Informatization Service of medical industry is not unified, in addition, medical data usually have it is strongly professional
The characteristics of, although some clinical data center (Clinical Data Repository, CDR) this provinces of product have centainly at present
Data scrubbing ability, but lack professional processing to medical data, the utilization rate for eventually leading to medical data is lower.
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 be designed to provide a kind of medical treatment data processing system, medical data processing method, storage medium and
Electronic equipment, and then solve the problems, such as that current medical data utilization rate is lower at least to a certain extent.
According to one aspect of the disclosure, a kind of medical treatment data processing system is provided, which can be with
Including data acquisition module, data cleansing module, data structured module and data application module.
Specifically, data acquisition module can be used for obtaining medical data from medical institutions；Data cleansing module can be used
It is cleaned in the medical data；Data structured module can be used for extracting medical treatment from the medical data after cleaning special
Sign, and structuring processing is carried out to the medical characteristics；Data application module can be used for the medical characteristics pair using structuring
Medical profession demand is handled.
In a kind of exemplary embodiment of the disclosure, the data structured module may include term converting unit.
Specifically, term converting unit can be used for term non-standard in medical data being converted into standard terminology.
In a kind of exemplary embodiment of the disclosure, the data application module may include data search unit.
Specifically, data search unit, which can be used for the medical characteristics based on structuring, carries out medical profession search.
In a kind of exemplary embodiment of the disclosure, the data application module may include data visualization unit.
Specifically, data visualization unit can be used for carrying out visualization processing to the medical characteristics of structuring, so as to right
The medical characteristics are analyzed.
In a kind of exemplary embodiment of the disclosure, the data acquisition module may include Data Integration unit.
Data Integration unit can be used for the determination from the medical data of different medical institutions and belong to same target object
Data, and integrated.
In a kind of exemplary embodiment of the disclosure, the data application module may include portrait generation unit.
Specifically, portrait generation unit can be used for generating the picture of target object according to the medical characteristics of the target object
Picture.
In a kind of exemplary embodiment of the disclosure, the medical treatment data processing system can also include memory module.
Specifically, memory module can be used for storing the medical characteristics of structuring.
According to one aspect of the disclosure, a kind of medical data processing method is provided, comprising: obtain medical treatment from medical institutions
Data；The medical data is cleaned；Medical characteristics are extracted from the medical data after cleaning, and to the medical characteristics
Carry out structuring processing；Medical profession demand is handled using the medical characteristics of structuring.
In a kind of exemplary embodiment of the disclosure, medical data processing method can also include: will be in medical data
Non-standard term is converted into standard terminology.
In a kind of exemplary embodiment of the disclosure, using the medical characteristics of structuring to medical profession demand at
Reason includes: that the medical characteristics based on structuring carry out medical profession search.
In a kind of exemplary embodiment of the disclosure, using the medical characteristics of structuring to medical profession demand at
Reason includes: to carry out visualization processing to the medical characteristics of structuring, to analyze medical characteristics.
In a kind of exemplary embodiment of the disclosure, medical data processing method can also include: from different therapeutic machines
The data for belonging to same target object are determined in the medical data of structure, and are integrated.
In a kind of exemplary embodiment of the disclosure, using the medical characteristics of structuring to medical profession demand at
Reason includes: the portrait that target object is generated according to the medical characteristics of the target object.
In a kind of exemplary embodiment of the disclosure, medical data processing method can also include: the doctor to structuring
Feature is treated to be stored.
According to one aspect of the disclosure, a kind of storage medium is provided, computer program, the computer are stored thereon with
Medical data processing method described in above-mentioned any one is realized when program is executed by processor.
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 is configured to above-mentioned to execute via the executable instruction is executed
Medical data processing method described in any one.
In the technical solution provided by some embodiments of the present disclosure, medical data is carried out by data cleansing module
Cleaning, it can be ensured that the validity of medical data is handled medical data convenient for subsequent；By data structured module from
Medical characteristics are extracted in medical data after cleaning, and structuring processing is carried out to medical characteristics, and medical data may be implemented
Professional processing simultaneously accurately determines that medical data has valuable information；The medical treatment of structuring is used by data application module
Feature handles medical profession demand, medical characteristics can be applied to actual scene, and then improve the benefit of medical data
With rate.
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
The drawings herein are incorporated into the specification and forms part of this specification, and shows the implementation for meeting the disclosure
Example, and together with specification for explaining the principles of this disclosure.It should be evident that the accompanying drawings in the following description is only the disclosure
Some embodiments for those of ordinary skill in the art without creative efforts, can also basis
These attached drawings obtain other attached drawings.In the accompanying drawings:
Fig. 1 diagrammatically illustrates the block diagram of medical treatment data processing system according to an exemplary embodiment of the present disclosure；
Fig. 2 diagrammatically illustrates the block diagram of data structured module according to an exemplary embodiment of the present disclosure；
Fig. 3 diagrammatically illustrates the block diagram of data application module according to an exemplary embodiment of the present disclosure；
Fig. 4 diagrammatically illustrates the block diagram of another data application module according to an exemplary embodiment of the present disclosure；
Fig. 5 diagrammatically illustrates the block diagram of data acquisition module 11 according to an exemplary embodiment of the present disclosure；
Fig. 6 diagrammatically illustrates the block diagram of another data application module according to an exemplary embodiment of the present disclosure；
Fig. 7 diagrammatically illustrates the flow chart of medical data processing method according to an exemplary embodiment of the present disclosure；
Fig. 8 shows the schematic diagram of storage medium according to an exemplary embodiment of the present disclosure；And
Fig. 9 diagrammatically illustrates the block diagram of electronic equipment according to an exemplary embodiment of the present disclosure.
Specific embodiment
Example embodiment is described more fully with reference to the drawings.However, example embodiment can be with a variety of shapes
Formula is implemented, and is not understood as limited to example set forth herein；On the contrary, thesing embodiments are provided so that the disclosure will more
Fully and completely, and by the design of example embodiment comprehensively it is communicated to those skilled in the art.Described feature, knot
Structure or characteristic can be incorporated in any suitable manner in one or more embodiments.In the following description, it provides perhaps
More details fully understand embodiment of the present disclosure to provide.It will be appreciated, however, by one skilled in the art that can
It is omitted with technical solution of the disclosure one or more in the specific detail, or others side can be used
Method, constituent element, device, step etc..In other cases, be not shown in detail or describe known solution to avoid a presumptuous guest usurps the role of the host and
So that all aspects of this disclosure thicken.
In addition, attached drawing is only the schematic illustrations of the disclosure, it is not necessarily drawn to scale.Identical attached drawing mark in figure
Note indicates same or similar part, thus will omit repetition thereof.Some block diagrams shown in the drawings are function
Energy entity, not necessarily must be corresponding with physically or logically independent entity.These function can be realized using software form
Energy entity, or these functional entitys are realized in one or more hardware modules or integrated circuit, or at heterogeneous networks and/or place
These functional entitys are realized in reason device device and/or microcontroller device.
Flow chart shown in the drawings is merely illustrative, it is not necessary to including all steps.For example, the step of having
It can also decompose, and the step of having can merge or part merges, therefore the sequence actually executed is possible to according to the actual situation
Change.
Fig. 1 diagrammatically illustrates the block diagram of the medical treatment data processing system of the illustrative embodiments of the disclosure.With reference to
Fig. 1, medical treatment data processing system 1 may include data acquisition module 11, data cleansing module 12,13 and of data structured module
Data application module 14.
Specifically, data acquisition module 11 can be used for obtaining medical data from medical institutions；Data cleansing module 12 can
For being cleaned to the medical data；Data structured module 13 can be used for from the medical data after cleaning extracting
Medical characteristics, and structuring processing is carried out to the medical characteristics；Data application module 14 can be used for the doctor using structuring
Feature is treated to handle medical profession demand.
In the medical treatment data processing system of the disclosure, medical data is cleaned by data cleansing module, it can be with
Ensure the validity of medical data, medical data is handled convenient for subsequent；Through data structured module after cleaning
Medical characteristics are extracted in medical data, and structuring processing is carried out to medical characteristics, and the professional of medical data may be implemented and add
Work simultaneously accurately determines that medical data has valuable information；By data application module using the medical characteristics of structuring to doctor
It treats business demand to be handled, medical characteristics can be applied to actual scene, and then improve the utilization rate of medical data.
The modules in medical treatment data processing system 1 will be illustrated respectively below.
For data acquisition module 11:
Data acquisition module 11 can obtain medical data from medical institutions, wherein medical data may include based on trouble
The consultation process of person and the data generated.Specifically, when the corresponding information of medical data can include but is not limited to patient assessment
Between, accurate visit, attending physician's name, main suit, disease type, therapeutic modality etc..
The considerations of for information security, medical treatment data processing system 1 can construct in advance to close with the trust of the medical institutions
System, so that data acquisition module 11 has the permission for obtaining data from medical institutions.For example, can be using current existing password
The trusting relationship of principle building medical treatment data processing system 1 and medical institutions is learned, specifically, medical institutions can be using medical number
Medical data is encrypted according to the public key of processing system 1, data acquisition module 11, can be with after the glyphed for obtaining medical data
It is decrypted using the private key of own system, with the plaintext, etc. for obtaining medical data.The disclosure is to medical treatment data processing system
It is not done with the communication connection mode of medical institutions specifically limited.
Furthermore, so it is easy to understand that data acquisition module 11 can obtain medical data from multiple medical institutions.
For data cleansing module 12:
Data cleansing module 12 can clean medical data, on the one hand, data cleansing module 12 can delete doctor
Data with medical real process without direct relation in data are treated, for example, accidentally hair and causing is provided point again due to point examining number
Examine the record information, etc. of number；On the other hand, data cleansing module 12 can information to be omitted in completion medical data,
These information can obviously determine from the context of medical procedure, for example, doctor diagnosis Shi Suokai drug due to
Network or doctor neglect not electronics typing, and in drugstore management system, clearly record has the taken drug of patient, then can incite somebody to action
The information of these drugs is added into diagnosis information；In another aspect, data cleansing module 12 can also will be in medical data
Duplicate information deletion causes extra resource consumption to avoid being analyzed again these data.
For data structured module 13:
Data structured module 13 can extract medical characteristics from the medical data after cleaning, and to the medical characteristics into
Row structuring processing.For example, the object that medical characteristics are directed in medical data can be tumour, data structured module 13 can be with
Extract all information in relation to tumour from medical data, these information can such as marker profile situation comprising tumour,
Position, size of tumour of tumour etc..Next, structuring processing can be carried out to medical characteristics based on these information, it is easy
Understand, it can be with tree performance structure, however, structuring can also include it according to the difference of medical characteristics
His structure type, the disclosure do not do any restrictions to this.
In addition, data structured module 13 may include term converting unit 201, term converting unit 201 with reference to Fig. 2
It can be used for term non-standard in medical data being converted into standard terminology, wherein standard terminology can be based on international disease point
Class (International Classification of Diseases, ICD) and construct, ATC can also be used
The mode of (Anatomical Therapeutic Chemical, anatomy, acology and chemistry) coding constructs standard terminology.
Specifically, the mapping relations of non-standard term and standard terminology can be constructed in advance, and it is stored in a mapping table,
Term converting unit 201 can determine the corresponding standard terminology of non-standard term by way of tabling look-up, and by medical data
In non-standard term replace with standard terminology.
For data application module 14:
According to some embodiments of the present disclosure, with reference to Fig. 3, data application module 14 may include data search unit 301,
Data search unit 301 can be used for the medical characteristics based on structuring and carry out medical profession search.For example, when a user (faces
Bed medical worker) search tumour A when, data search unit 301 can determine information relevant to tumour A, for example, morbidity
Rate, complication, marker profile, kinds of tumor position, treatment method etc..Pass through data search unit 301 as a result, on the one hand,
Help that clinical worker is instructed to carry out clinical diagnosis and treatment；On the other hand, facilitate clinical worker or researcher carries out
Medical research.
According to other embodiment, with reference to Fig. 4, data application module 14 may include data visualization unit 401, number
It can be used for carrying out visualization processing to the medical characteristics of structuring according to visualization 401, to divide medical characteristics
Analysis.Specifically, data visualization unit 401 can be shown medical characteristics using current statistical analysis mode, also
It is to say, data visualization unit 401 can use medical characteristics and draw out to be facilitated such as circular chart, bubble diagram, histogram
The figure for showing medical characteristics situation, researchs and analyses medical characteristics with facilitating.
In addition, being directed to data acquisition module 11, medical data is obtained from multiple medical institutions in data acquisition module 11
In the case of, with reference to Fig. 5, data acquisition module 11 may include Data Integration unit 501, which can use
Determination belongs to same target object (for example, medical worker, disease, patient etc.) in the medical data from different medical institutions
Data, and these data are integrated.For example, may exist the letter of same patient in the medical data of different medical mechanism
Breath, Data Integration unit 501 can integrate these information, and the data after integration may include patient in different medical knot
The medical all data of structure.
In addition, being directed to data application module 14, with reference to Fig. 6, data application module 14 may include portrait generation unit
601, which can be used for generating the portrait of target object according to the medical characteristics of target object.For example, needle
To tumour A, the portrait of tumour A is can be generated in generation unit 601 of drawing a portrait.It is easily understood that medical data is obtained with continuous,
Portrait may constantly change.
Still referring to FIG. 1, medical treatment data processing system 1 can also include memory module 15, which can be used for
The medical characteristics of structuring are stored.In addition, memory module 15 can obtain module 11, data cleansing mould with storing data
The various data of 14 output of block 12, data structured module 13 and data application module, meanwhile, each module can also be from storage mould
Block 15 obtains required data.
Furthermore it is possible to the store function of memory module 15 be realized using current storage scheme, for example, can be using big number
Memory module 15 is realized according to the scheme of distributed storage.Furthermore it is also possible to using cloud database realizing memory module 15.The disclosure
The mode of type and read-write data to memory module 15 does not do particular determination.
Further, a kind of medical data processing method is additionally provided in this example embodiment.With reference to Fig. 7, medical number
It may comprise steps of according to processing method:
S72. medical data is obtained from medical institutions；
S74. the medical data is cleaned；
S76. medical characteristics are extracted from the medical data after cleaning, and structuring processing is carried out to the medical characteristics；
S78. medical profession demand is handled using the medical characteristics of structuring.
By the medical data processing method of disclosure illustrative embodiments, medical data can be carried out professional add
Work simultaneously determines have valuable information in medical data, and the medical characteristics in medical data can be applied to actual field
Scape helps to improve the utilization rate of medical data.
According to an exemplary embodiment of the present disclosure, medical data processing method can also include: will be nonstandard in medical data
Quasi- term is converted into standard terminology.
According to an exemplary embodiment of the present disclosure, processing packet is carried out to medical profession demand using the medical characteristics of structuring
Include: the medical characteristics based on structuring carry out medical profession search.
According to an exemplary embodiment of the present disclosure, processing packet is carried out to medical profession demand using the medical characteristics of structuring
It includes: visualization processing being carried out to the medical characteristics of structuring, to analyze medical characteristics.
According to an exemplary embodiment of the present disclosure, medical data processing method can also include: from different medical institutions
The data for belonging to same target object are determined in medical data, and are integrated.
According to an exemplary embodiment of the present disclosure, processing packet is carried out to medical profession demand using the medical characteristics of structuring
It includes: generating the portrait of target object according to the medical characteristics of the target object.
According to an exemplary embodiment of the present disclosure, medical data processing method can also include: that the medical treatment to structuring is special
Sign is stored.
The specific descriptions of the medical data processing method of the illustrative embodiments of the disclosure are at medical data above
It is referred in reason system, therefore details are not described herein.
It should be noted that although describing each step of method in the disclosure in the accompanying drawings with particular order, this is simultaneously
Undesired or hint must execute these steps in this particular order, or have to carry out the ability of step shown in whole
Realize desired result.Additional or alternative, it is convenient to omit multiple steps are merged into a step and executed by certain steps,
And/or a step is decomposed into execution of multiple steps etc..
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. 8, describing the program product for realizing the above method of embodiment according to the present invention
800, 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 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 900 of this embodiment according to the present invention is described referring to Fig. 9.The electronics that Fig. 9 is shown
Equipment 900 is only an example, should not function to the embodiment of the present invention and use scope bring any restrictions.
As shown in figure 9, electronic equipment 900 is showed in the form of universal computing device.The component of electronic equipment 900 can wrap
It includes but is not limited to: at least one above-mentioned processing unit 910, at least one above-mentioned storage unit 920, the different system components of connection
The bus 930 of (including storage unit 920 and processing unit 910), display unit 940.
Wherein, the storage unit is stored with program code, and said program code can be held by the processing unit 910
Row, so that various according to the present invention described in the execution of the processing unit 910 above-mentioned " illustrative methods " part of this specification
The step of illustrative embodiments.For example, the processing unit 910 can execute step S72 as shown in Figure 7 to step
S78。
Storage unit 920 may include the readable medium of volatile memory cell form, such as Random Access Storage Unit
(RAM) 9201 and/or cache memory unit 9202, it can further include read-only memory unit (ROM) 9203.
Storage unit 920 can also include program/utility with one group of (at least one) program module 9205
9204, such program module 9205 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 930 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 900 can also be with one or more external equipments 1000 (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 900 communicate, and/or with make
Any equipment (such as the router, modulation /demodulation that the electronic equipment 900 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 950.Also, electronic equipment 900 can be with
By network adapter 960 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 960 is communicated by bus 930 with other modules of electronic equipment 900.
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 900, 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 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.
It should be noted that although being referred to several modules or list for acting the equipment executed in the above detailed description
Member, but this division is not enforceable.In fact, according to embodiment of the present disclosure, it is above-described two or more
Module or the feature and function of unit can embody in a module or unit.Conversely, an above-described mould
The feature and function of block or unit can be to be embodied by multiple modules or unit with further division.
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 treatment data processing system characterized by comprising
Data acquisition module, for obtaining medical data from medical institutions；
Data cleansing module, for being cleaned to the medical data；
Data structured module is carried out for extracting medical characteristics from the medical data after cleaning, and to the medical characteristics
Structuring processing；
Data application module, for being handled using the medical characteristics of structuring medical profession demand.
2. medical treatment data processing system according to claim 1, which is characterized in that the data structured module includes:
Term converting unit, for term non-standard in medical data to be converted into standard terminology.
3. medical treatment data processing system according to claim 1, which is characterized in that the data application module includes:
Data search unit carries out medical profession search for the medical characteristics based on structuring.
4. medical treatment data processing system according to claim 1 or 3, which is characterized in that the data application module includes:
Data visualization unit, for carrying out visualization processing to the medical characteristics of structuring, so as to the medical characteristics into
Row analysis.
5. medical treatment data processing system according to claim 1, which is characterized in that the data acquisition module includes:
Data Integration unit, for determining the data for belonging to same target object from the medical data of different medical institutions, and
It is integrated.
6. medical treatment data processing system according to claim 5, which is characterized in that the data application module includes:
Portrait generation unit, for generating the portrait of target object according to the medical characteristics of the target object.
7. medical treatment data processing system according to claim 1, which is characterized in that the medical treatment data processing system also wraps
It includes:
Memory module, for being stored to the medical characteristics of structuring.
8. a kind of medical data processing method characterized by comprising
Medical data is obtained from medical institutions；
The medical data is cleaned；
Medical characteristics are extracted from the medical data after cleaning, and structuring processing is carried out to the medical characteristics；
Medical profession demand is handled using the medical characteristics of structuring.
9. a kind of storage medium, is stored thereon with computer program, which is characterized in that the computer program is executed by processor
Shi Shixian medical data processing method according to any one of claims 8.
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 carry out medical data described in perform claim requirement 8 via the execution executable instruction
Processing method.
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| CN201811330694.XA CN109446191A (en) | 2018-11-09 | 2018-11-09 | Medical treatment data processing system and method, storage medium and electronic equipment |
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| CN201811330694.XA CN109446191A (en) | 2018-11-09 | 2018-11-09 | Medical treatment data processing system and method, storage medium and electronic equipment |
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Cited By (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111063433A (en) * | 2019-12-20 | 2020-04-24 | 南京医睿科技有限公司 | Medical data processing method and device, electronic equipment and storage medium |
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