CN108899092A - A kind of medical data method and system based on big data analysis - Google Patents
A kind of medical data method and system based on big data analysis Download PDFInfo
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- CN108899092A CN108899092A CN201810383130.6A CN201810383130A CN108899092A CN 108899092 A CN108899092 A CN 108899092A CN 201810383130 A CN201810383130 A CN 201810383130A CN 108899092 A CN108899092 A CN 108899092A
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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
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Abstract
The medical data method and system based on big data analysis that this application discloses a kind of, this method include:Create unique subscriber identification;Obtain user's state of an illness data;Block chain is written into user's state of an illness data;User's state of an illness data in block chain are obtained by the unique subscriber identification.The embodiment of the present application is by utilizing block chain technical notes user's state of an illness data, patient can provide unique subscriber identification when seeing a doctor, user's state of an illness data before being acquired by the unique subscriber identification of patient to doctor, to more accurately judge the state of an illness of user, while also achieving the reasonable of patient data between each hospital and sharing.
Description
Technical field
The application relates to medical big data analysis field, and in particular to a kind of medical data method based on big data analysis and
System.
Background technique
Medical treatment is the importance in people's daily life, is related to people's health problem.Present sufferer is seen a doctor logical
It is often the state of an illness that oneself is described by patient, the state of an illness, the experience of oneself and audit report that doctor describes according to patient is in conjunction with sentencing
The state of an illness of disconnected user, this mode rely heavily on the experience of doctor.But often some diseases connect each other, it may
The symptom of sufferer herein is the symptom on surface, and doctor is difficult that the medical datas such as the pervious medical history of patient is combined to carry out comprehensive determine
Disconnected, Mei Jia hospital might have the medical system of oneself, but user is difficult to obtain in the medical data that other hospitals see a doctor, and
Sometimes patient may ignore it is some before medical history and cause doctor to be unable to judge accurately the state of an illness, delay treatment time.It is existing
The method for thering is technology to solve the problems, such as the complete documentation of medical data not yet.
Summary of the invention
The purpose of the embodiment of the present application is:A kind of medical data method and system based on big data analysis are provided,
The complete medical data of patient is recorded to realize.
In a first aspect, a kind of medical data method based on big data analysis is provided, including:
Create unique subscriber identification;
Obtain user's state of an illness data;
Block chain is written into user's state of an illness data;
User's state of an illness data in block chain are obtained by the unique subscriber identification.
After obtaining user's state of an illness data, further include:User's state of an illness data are recorded according to preset format.
In a possible design, before block chain is written in user's state of an illness data, further include:According to default disease
Feelings intensity grade is by the corresponding severity extent grade of user's state of an illness data setting.
In a possible design, before block chain is written in user's state of an illness data, further include:According to default disease
Feelings privacy classes are by the corresponding state of an illness privacy classes of user's state of an illness data setting.
In a possible design, obtains user's state of an illness data and specifically include:
Obtain user's sensitivity source, user's complications shape, user's disease hair reason, user's state of an illness title, user's consultation time and user
State of an illness treatment data.
Second aspect, a kind of Medically Oriented Data System based on big data analysis, including:
First obtains module:For creating unique subscriber identification and obtaining user's state of an illness data;
Writing module:Block chain is written into user's state of an illness data;
Second obtains module:User's state of an illness data in block chain are obtained by the unique subscriber identification.
In a possible design, the write module is also used to:After obtaining user's state of an illness data, according to default lattice
Formula records user's state of an illness data.
In a possible design, the write module is also used to:Block chain is being written into user's state of an illness data
Before, according to default severity extent grade by the corresponding severity extent grade of user's state of an illness data setting.
In a possible design, the write module is also used to:Block chain is being written into user's state of an illness data
Before, further include:According to default state of an illness privacy classes by the corresponding state of an illness privacy classes of user's state of an illness data setting.
In a possible design, user's state of an illness data are specifically included:User's sensitivity source, user's complications shape,
User's disease sends out reason, user's state of an illness title, user's consultation time and user's state of an illness treatment data.
The third aspect provides a kind of Medically Oriented Data System based on big data analysis, including processor and reservoir, institute
State the operation for the method that memory is stored in the method and any possible design for executing first aspect offer
Instruction, the processor is for executing the operational order.
Fourth aspect provides a kind of computer storage medium, and the computer storage medium is stored with operational order, institute
State the method in method and any possible design of the operational order for executing first aspect offer.
At least following technical effect of the above embodiments of the present application:
For the embodiment of the present application by utilizing block chain technical notes user's state of an illness data, patient can provide unique use when seeing a doctor
Family mark, thus doctor can be acquired by the unique subscriber identification of patient before user's state of an illness data, thus more
Accurately judge the state of an illness of user, while also achieving the reasonable of patient data between each hospital and sharing.
Detailed description of the invention
In order to illustrate the technical solutions in the embodiments of the present application or in the prior art more clearly, below will be to institute in embodiment
Attached drawing to be used is needed to be briefly described, it should be apparent that, the accompanying drawings in the following description is only some implementations of the application
Example, for those of ordinary skill in the art, without creative efforts, can also obtain according to these attached drawings
Obtain other attached drawings.Attached drawing does not deliberately draw attached drawing by actual size equal proportion scaling, it is preferred that emphasis is shows the master of the application
Purport.
Fig. 1 is the flow chart of the medical data method of the application;
Fig. 2 is the module map one of the Medically Oriented Data System of the application;
Fig. 3 is the module map two of the Medically Oriented Data System of the application.
Specific embodiment
To keep the purposes, technical schemes and advantages of the embodiment of the present application clearer, below in conjunction with the embodiment of the present application
In attached drawing, the technical scheme in the embodiment of the application is clearly and completely described, it is clear that described embodiment is
Some embodiments of the present application, instead of all the embodiments.Based on the embodiment in the application, those of ordinary skill in the art
Every other embodiment obtained without making creative work, shall fall in the protection scope of this application.
When doctor judges patient's state of an illness, sometimes, need to judge according to the previous case of patient the cause of disease etc. of user,
But current Medically Oriented Data System cannot achieve the reasonable shared of user's state of an illness data, is likely to result in doctor and judges sufferer disease
The problem of feelings inaccuracy.
In view of this, referring to attached drawing 1, the embodiment of the present application provides a kind of medical data side based on big data analysis
Method is described in detail below:
Step S101 creates unique subscriber identification;
Step S102 obtains user's state of an illness data;
Block chain is written in user's state of an illness data by step S103;
Step S104 obtains user's state of an illness data in block chain by the unique subscriber identification.
User wants to record oneself previous state of an illness, by registering the unique subscriber identification of Medically Oriented Data System acquisition user,
The composition rule of the unique subscriber identification is defined by Medically Oriented Data System, that is, all needs to meet the group established practice of unique subscriber identification
Then.And specific unique subscriber identification can be defined by user oneself, when user oneself defines, Medically Oriented Data System be needed to judge
Whether the unique subscriber identification is legal, and legal includes mainly two o'clock, and whether first meet the composition rule of unique subscriber identification, the
Two, if it is repeated with the unique subscriber identification that the existing unique subscriber identification of Medically Oriented Data System or canonical generate, it can also be with
When system according to user information define generate, such as unique subscriber identification composition rule be no less than 8, and by number and English
Text mother composition, wherein must include the capitalization of English alphabet;User directly can arbitrarily define a unique subscriber identification:
DF15678h either can generate a unique subscriber identification according to title birthday of user or medical card number etc. by system:
GF5683jkl。
After creating unique subscriber identification, Medically Oriented Data System can be obtained according to each medical situation of user
User's state of an illness data, hospital gone to a doctor from user or clinic etc. oneself can be transmitted by data by Medically Oriented Data System by obtaining
System is obtained, or can be provided by Medically Oriented Data System and be obtained user's state of an illness data by unified data-interface, or
Person hospital or clinic are directly becoming block node, real-time synchronization block.
Wherein user's state of an illness data include user's sensitivity source, user's complications shape, user's disease hair reason, user's state of an illness name
Title, user's consultation time and user's state of an illness treatment data.User's sensitivity source refers to that will use family allergy, such as drug
Allergy and food hypersenstivity, record user's sensitivity source can allow doctor to become more apparent upon user's constitution, in order to provide best diet
Or medication advice;User's complications shape refers to this time medical symptom of user, such as headache fever, weak hidrosis etc., record
On the one hand user's complications shape can recorde this time medical situation, avoid doctor-patient dispute that may be present, or subsequent to grind
Study carefully associated disease and some references are provided;What user's disease hair reason is primarily referred to as user fallen ill, for example, drench with rain, cray eats
Excessively etc., when record user's disease hair reason can make follow-up visit, doctor is better understood by the constitution etc. of user;User's disease
Feelings title refers to what the exact disease of user is, for example thermal sensation emits, poisons by food;User's consultation time refers to that user this time sees
The time of disease, such as 14 o'clock sharps of on July 21st, 2016, the consultation time for recording user can be convenient doctor and understand certain state of an illness
Disease time;User's state of an illness treatment data, such as user medicine name, treatment cycle and user's health that this time medical doctor outputs
Multiple time etc..
It further include that user's state of an illness data are recorded according to preset format after obtaining user's state of an illness data;Preset format can be with
It is written by artificial settings into Medically Oriented Data System, preset format is such as:User identifier-user's sensitivity source-user's complications shape-use
Family disease hair reason-user's state of an illness title-user's consultation time-user's state of an illness treatment data or preset format can be index
Table is constituted, for example user's sensitivity source that A is represented is seafood allergy, and it is cray mistake in seafood that it is user's sensitivity source that A1, which is represented,
Symptom that is quick, being had a fever with S user, S1 represent the heat fever of no cold sweat situation, and S2 represents the fever for having cold sweat situation, with K generation
Table user's state of an illness emits for thermal sensation, and user's consultation time is 13 o'clock sharps of on December 3rd, 2017, indicates that the treatment of user's state of an illness uses with N
Drug therapy, N1 indicate that antibiotic medication, N11 indicate Amoxicillin drug, such as user's state of an illness that user diagnoses herein
Data are:A1S1K201712313N11 is then corresponding in turn to above-mentioned, is recorded by the way of this concordance list, on the one hand may be used
To reduce the block space of user's state of an illness data occupancy, on the other hand also facilitate in the range of public data, permission personnel can
To facilitate the state of an illness to certain symptom to carry out retrieval analysis.
Before block chain is written in user's state of an illness data, further include:According to default severity extent grade by the use
The corresponding severity extent grade of family state of an illness data setting;Default severity extent grade can be divided into I, II, III etc., and facilitating will be sick
Feelings are classified, for example I indicates the disease that can not be eradicated substantially, such as certain special cancers etc..Default severity extent grade
According to the complexity of mainly modern medical service treatment, can be drawn according to modern medical level and experienced expert
Point.
Before block chain is written in user's state of an illness data, further include:According to default state of an illness privacy classes by the use
The corresponding state of an illness privacy classes of family state of an illness data setting.State of an illness privacy classes are set by user oneself, and user is sometimes not intended to
It allows the certain state of an illness of oneself to show, can be corresponding state of an illness privacy settings grade, such as level-one, second level, three-level, openly.One
As long as grade is indicated using unique subscriber identification it is seen that the state of an illness of user, three-level may need the corresponding bio-identification of user close
Code could access, bio-identification password such as fingerprint, iris etc..The process that privacy classes are arranged can be understood as adding data
Close process.State of an illness privacy classes are open, for example the severity extent grade of user is I grades, and user can be considered the state of an illness is hidden
Private grade is set as open, facilitates researcher to obtain relevant information and studies the state of an illness.
Block chain, the different cipher mode of the data of different privacy classes is written into user's state of an illness data.Write area
After block chain, user's state of an illness data in block chain can be obtained by the unique subscriber identification.To which doctor can be with
The more state of an illness of accurate judgement user.
On the basis of above-mentioned medical data method, in conjunction with Fig. 2, the embodiment of the present application provides a kind of based on big data
The Medically Oriented Data System of analysis, specially:
Including:
First obtains module:For creating unique subscriber identification and obtaining user's state of an illness data;
Writing module:Block chain is written into user's state of an illness data;
Second obtains module:User's state of an illness data in block chain are obtained by the unique subscriber identification.
Optionally, the write module is also used to:After obtaining user's state of an illness data, user's disease is recorded according to preset format
Feelings data.
Optionally, the write module is also used to:Before block chain is written in user's state of an illness data, according to default disease
Feelings intensity grade is by the corresponding severity extent grade of user's state of an illness data setting.
Optionally, the write module is also used to:Before block chain is written in user's state of an illness data, further include:Root
According to default state of an illness privacy classes by the corresponding state of an illness privacy classes of user's state of an illness data setting.
Optionally, user's state of an illness data specifically include:User's sensitivity source, user's complications shape, user's disease hair reason,
User's state of an illness title, user's consultation time and user's state of an illness treatment data.
On the basis of above-mentioned medical data method, in conjunction with Fig. 3, the embodiment of the present application provides a kind of based on big data
The Medically Oriented Data System of analysis, including processor and reservoir, the memory is stored with to be provided for executing above-described embodiment
Medical data method operational order, the processor is for executing the operational order.
On the basis of above-mentioned medical data method, the embodiment of the present application provides a kind of computer storage medium, institute
It states computer storage medium and is stored with operational order, the operational order is for executing medical data side provided by the above embodiment
Method.
Herein described program product can be using any combination of one or more readable mediums.Readable medium can be
Readable signal medium or readable storage medium storing program for executing.Readable storage medium storing program for executing for example may be-but not limited to-electricity, magnetic, light,
Electromagnetism, the system of infrared ray or semiconductor, device or device, or any above combination.Readable storage medium storing program for executing has more
The example (non exhaustive list) of body includes:Electrical connection, portable disc, hard disk with one or more conducting wires are deposited at random
Access to memory (RAM), read-only memory (ROM), erasable programmable read only memory (EPROM or flash memory), optical fiber, just
Take formula compact disk read-only memory (CD-ROM), light storage device, magnetic memory device or above-mentioned any appropriate combination.
The storage medium of the application its can be using portable compact disc read only memory (CD-ROM) and including program
Code, and can be run on server apparatus.However, the program product of the application is without being limited thereto, it is in this document, readable to deposit
Storage media can be any tangible medium for including or store program, which can be commanded execution system, device or device
Part use or in connection.Readable signal medium may include in a base band or as carrier wave a part propagate number
It is believed that number, wherein carrying readable program code.The data-signal of this propagation can take various forms, including --- but
It is not limited to --- electromagnetic signal, optical signal or above-mentioned any appropriate combination.Readable signal medium can also be readable storage
Any readable medium other than medium, the readable medium can be sent, propagated or transmitted for by instruction execution system, device
Either device use or program in connection.
The program code for including on readable medium can transmit with any suitable medium, including --- but it is unlimited
In --- wireless, wired, optical cable, RF etc. or above-mentioned any appropriate combination.
Can with any combination of one or more programming languages come write for execute the application operation program
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)-be connected to user calculating equipment, or, it may be connected to external computing device (such as utilize internet
Service provider is connected by internet).
It should be noted that although being referred to several unit or sub-units of device in the above detailed description, this stroke
It point is only exemplary not enforceable.In fact, according to presently filed embodiment, it is above-described two or more
The feature and function of unit can embody in a unit.Conversely, the feature and function of an above-described unit can
It is to be embodied by multiple units with further division.In addition, although describing the application method in the accompanying drawings with particular order
Operation, still, this does not require that or implies must execute these operations in this particular order, or have to carry out
Operation shown in whole is just able to achieve desired result.Additionally or alternatively, it is convenient to omit certain steps, by multiple steps
It merges into a step to execute, and/or a step is decomposed into execution of multiple steps.
Although describing spirit herein and principle by reference to several specific embodiments, it should be appreciated that, this
It is not limited to the specific embodiments disclosed for invention, does not also mean that the feature in these aspects cannot to the division of various aspects
Combination is benefited to carry out, this to divide the convenience merely to statement.This application is intended to cover appended claims spirit and
Included various modifications and equivalent arrangements in range.
The above, the only specific embodiment of the application, but the protection scope of the application is not limited thereto, it is any
Belong to those skilled in the art within the technical scope of the present application, any changes or substitutions that can be easily thought of, all answers
Cover within the scope of protection of this application.
Claims (10)
1. a kind of medical data method based on big data analysis, which is characterized in that including:
Create unique subscriber identification;
Obtain user's state of an illness data;
Block chain is written into user's state of an illness data;
User's state of an illness data in block chain are obtained by the unique subscriber identification.
2. the method as described in claim 1, which is characterized in that after obtaining user's state of an illness data, further include:According to default lattice
Formula records user's state of an illness data.
3. the method as described in claim 1, which is characterized in that before block chain is written in user's state of an illness data, also wrap
It includes:According to default severity extent grade by the corresponding severity extent grade of user's state of an illness data setting.
4. the method as described in claim 1, which is characterized in that before block chain is written in user's state of an illness data, also wrap
It includes:According to default state of an illness privacy classes by the corresponding state of an illness privacy classes of user's state of an illness data setting.
5. the method as described in claim 1-4 is any, which is characterized in that obtain user's state of an illness data and specifically include:
Obtain user's sensitivity source, user's complications shape, user's disease hair reason, user's state of an illness title, user's consultation time and user
State of an illness treatment data.
6. a kind of Medically Oriented Data System based on big data analysis, which is characterized in that including:
First obtains module:For creating unique subscriber identification and obtaining user's state of an illness data;
Writing module:Block chain is written into user's state of an illness data;
Second obtains module:User's state of an illness data in block chain are obtained by the unique subscriber identification.
7. system as claimed in claim 6, which is characterized in that the write module is also used to:Obtaining user's state of an illness data
Afterwards, user's state of an illness data are recorded according to preset format.
8. system as claimed in claim 6, which is characterized in that the write module is also used to:By user's state of an illness number
Before write-in block chain, according to default severity extent grade by the corresponding severity extent grade of user's state of an illness data setting.
9. system as claimed in claim 6, which is characterized in that the write module is also used to:By user's state of an illness number
Before write-in block chain, further include:It is according to default state of an illness privacy classes that the corresponding state of an illness of user's state of an illness data setting is hidden
Private grade.
10. the system as described in claim 6-9, which is characterized in that user's state of an illness data specifically include:User is sensitive
Source, user's complications shape, user's disease hair reason, user's state of an illness title, user's consultation time and user's state of an illness treatment data.
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Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN106354994A (en) * | 2016-08-22 | 2017-01-25 | 布比(北京)网络技术有限公司 | Method and system for processing medical data |
US20170177898A1 (en) * | 2015-12-16 | 2017-06-22 | International Business Machines Corporation | Personal ledger blockchain |
CN107767926A (en) * | 2017-11-15 | 2018-03-06 | 中国联合网络通信集团有限公司 | Medical data management system and access method based on block chain |
CN107785073A (en) * | 2017-01-22 | 2018-03-09 | 平安医疗健康管理股份有限公司 | Medical examination result-sharing methods, devices and systems based on block chain |
CN107819770A (en) * | 2017-11-15 | 2018-03-20 | 中国联合网络通信集团有限公司 | Medical data sharing method for secret protection and device based on block chain |
-
2018
- 2018-04-26 CN CN201810383130.6A patent/CN108899092A/en active Pending
Patent Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20170177898A1 (en) * | 2015-12-16 | 2017-06-22 | International Business Machines Corporation | Personal ledger blockchain |
CN106354994A (en) * | 2016-08-22 | 2017-01-25 | 布比(北京)网络技术有限公司 | Method and system for processing medical data |
CN107785073A (en) * | 2017-01-22 | 2018-03-09 | 平安医疗健康管理股份有限公司 | Medical examination result-sharing methods, devices and systems based on block chain |
CN107767926A (en) * | 2017-11-15 | 2018-03-06 | 中国联合网络通信集团有限公司 | Medical data management system and access method based on block chain |
CN107819770A (en) * | 2017-11-15 | 2018-03-20 | 中国联合网络通信集团有限公司 | Medical data sharing method for secret protection and device based on block chain |
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