CN109961828A - Multimodal medical image and data reporting management method and system - Google Patents
Multimodal medical image and data reporting management method and system Download PDFInfo
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F40/00—Handling natural language data
- G06F40/20—Natural language analysis
- G06F40/279—Recognition of textual entities
- G06F40/289—Phrasal analysis, e.g. finite state techniques or chunking
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- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F40/00—Handling natural language data
- G06F40/30—Semantic analysis
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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
- G16H10/00—ICT specially adapted for the handling or processing of patient-related medical or healthcare data
- G16H10/60—ICT specially adapted for the handling or processing of patient-related medical or healthcare data for patient-specific data, e.g. for electronic patient records
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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
- G16H15/00—ICT specially adapted for medical reports, e.g. generation or transmission thereof
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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
- G16H30/00—ICT specially adapted for the handling or processing of medical images
- G16H30/20—ICT specially adapted for the handling or processing of medical images for handling medical images, e.g. DICOM, HL7 or PACS
Abstract
The invention discloses a kind of Multimodal medical image and data reporting management methods and system, including uploading module, data processing module, Data Storage and export module；Image data, image report and the pathological replacement that uploading module is used to disperse upload；Data processing module for being parsed to the image data, image report and pathological replacement that receive, structuring and association process, obtain unified format can storing data；What Data Storage was used to store and search for unified format can storing data；For reading image data, image report and pathological replacement, checking data integrity, conversion data format simultaneously exports export module.The present invention is multi-modal medical image data, image report data and pathological replacement data provide unified data format and store, and establishes the association between three, by Main index of patients, provides efficient data storage and data matching mechanisms.
Description
Technical field
The present invention relates to medical image data process field, in particular to a kind of Multimodal medical image and data reporting pipe
Manage method and system.
Background technique
Medical imaging technology provides the medical image of multiple modalities for clinical diagnosis, such as x-ray imaging, CT (computer X
Line tomoscan), MRI (Magnetic resonance imaging), PET (scanning of positron emission layer), medical ultrasound inspection, blood vessel camera shooting, the heart
Angiography etc., medical image and data reporting are the image and data reporting for including above-mentioned all kinds of medical inspection generations；Sometimes
It waits the image data prompt certain lesions of patient also to need to carry out pathological examination, these images and data reporting is also had at this time
Corresponding pathological replacement data.Due to medical image and report, pathological replacement data be all distributed in various regions various big hospital or
In the database of research institution's dispersion, format disunity, data are not shared, and the research work of extensive medical image data is often
It shows and restricts the bottleneck that medical image data is studied without full feature, the integration of data and shared become greatly.
Montreal Neuroscience Research Samir Das et al. be published in " Frontiers on January 6th, 2017
In Neuroinformatics (nuroinformatics forward position magazine) " paper " Cyberinfrastructure for Open
A Science at the Montreal Neurological Institute (network-based open science infrastructure
The Neuroscience Research institute in Montreal)) ", an open image neural deta shared platform is established, LORIS is based on
(Longitudinal Online Research and Imaging System longitudinal direction online study and imaging system) and
The data of CBRAIN (Canadian Brain Imaging Research Platform Canada brain imaging platform) are flat
Platform is shared for realizing across polycentric image data, and data can be allow to open and used to all kinds of researchers, although this is flat
Platform solves the sharing problem of image and data reporting, however the platform can not handle non-structured image report and pathology report
Data are accused, image and corresponding image report, pathological replacement data can not be associated with, still cannot make full use of the number on platform
According to.
Summary of the invention
The technical problem to be solved by the present invention is in the prior art can not handle non-structured image report to overcome
Announcement and pathological replacement data, can not be associated with the defect of image and corresponding image report, pathological replacement data, provide a kind of multimode
State medical image and data reporting management method and system.
The present invention is to solve above-mentioned technical problem by following technical proposals:
The present invention provides a kind of Multimodal medical image and data reporting management system, the Multimodal medical image and report
Accusing data management system includes uploading module, data processing module, Data Storage and export module；
The uploading module, image data, image report and pathology report for that will be distributed in the image system of various regions
Announcement is uploaded to the Data Storage；
The data processing module, for the image data, the image report and the pathology report received
Announcement parsed, structuring and association process, and obtain unified format can storing data；
The Data Storage, can storing data for store and search for the unified format；
The export module stores number for read the unified format from the Data Storage
According to checking data integrity, conversion data format is exported to the Data Storage.
Preferably, the Multimodal medical image and data reporting management system further include operation management module, for supervising
It controls the performance indicator of the Multimodal medical image and the operation of data reporting management system, monitor storing for the unified format
The storage state of data.
Preferably, described upload includes being locally pushed to upload with network, it includes by FTPS (based on peace that the network, which uploads,
The extension File Transfer Protocol of full socket layer) mode upload and uploaded by way of webpage.
Preferably, the data processing module includes image data analyzing sub-module, structuring submodule, data correlation
Module；
The image data analyzing sub-module is for parsing the image data received；Image data parsing
The image data is resolved into image data, DICOM (digital imaging and communications in medicine) file header and data element by module, will
Described image data are stored in the Data Storage as a whole, from the DICOM file head and the data element
In extract common tag, the common tag is stored in the Data Storage；
The structuring submodule is used for the image report and the pathological replacement that structuring receives, by locating in advance
Reason, participle, medicine part-of-speech tagging, medicine semantic tagger and the identification of disease that calls for specialized treatment index, obtain image report and the structuring of structuring
Pathological replacement, be stored in the Data Storage；
The data correlation submodule is used for image report and the structuring to the image data, the structuring
Pathological replacement carry out data correlation and using patient identification information as master index establish the image data and the structuring
The index of image report, the index of the image data and the pathological replacement of the structuring, the structuring image report
The index with the index of the image data, the pathological replacement of the structuring and the image data is accused, the data are updated
Memory management module.
Preferably, the Data Storage includes full dose data warehouse, structural data warehouse and imaged image
Storage system；
The full dose data warehouse is used to store the image data, the image report and the pathology report uploaded
It accuses, the structural data warehouse is used to store the image report of the structuring and the pathological replacement of the structuring, described
Imaged image storage system is for storing described image data.
Preferably, the operation management module includes job scheduling submodule, using audit submodule, rights management submodule
Block and configuration management submodule；
The job scheduling submodule constructs data processing task process using workflow engine；The application audit submodule
Application program of the block for being run in management system；The rights management submodule for manage the Multimodal medical image and
Access authority of the user of data reporting management system to data；The configuration management submodule is for described in configuration system
Data processing task process and resource.
The present invention also provides a kind of Multimodal medical image and data reporting management methods, utilize Multimodal medical image
And data reporting management system realizes that the Multimodal medical image and data reporting management method include:
The image data in the image system of various regions, image report and pathological replacement will be distributed in upload；
The image data, the image report and the pathological replacement that receive are parsed, structuring and pass
Connection processing, obtain unified format can storing data；
Store and search for the unified format can storing data；
Read the unified format can storing data, inspection data integrality, conversion data format, and export data.
Preferably, the Multimodal medical image and data reporting management method further include monitoring Multimodal medical image and
The performance indicator of data reporting management system operation, monitor the unified format can storing data storage state.
Preferably, the image data in the image system of various regions, image report and the pathological replacement of being distributed in uploads,
Uploaded including being locally pushed with network, network upload include uploaded by way of FTPS and by way of webpage on
It passes.
Preferably, being handled as follows after receiving the image data, the image report and the pathological replacement:
The image data received is parsed, the image data is resolved into image data, DICOM file head sum number
According to element, described image data are saved as a whole；It is extracted from the DICOM file head and the data element
Common tag saves the common tag；
The image report and the pathological replacement that structuring receives, by pretreatment, participle, medicine part of speech mark
Note, medicine semantic tagger and the identification of disease that calls for specialized treatment index, obtain the image report data of structuring, the pathological replacement data of structuring,
The Data Storage being stored in Multimodal medical image and data reporting management system；
Using patient identification information as master index, the rope of the image report of the image data and the structuring is established
Draw, the index of pathological replacement, the image report of the structuring and the image number of the image data and the structuring
According to index, the pathological replacement of the structuring and the index of the image data, update Multimodal medical image and number of reports
According to the Data Storage in management system.
Preferably, the storage and search for the unified format can storing data include the image data uploaded,
The image report and the pathological replacement are stored in full dose data warehouse, image report data, the structure of the structuring
The pathological replacement data of change are stored in structural data warehouse, and the described image data after parsing are stored in imaged image storage system.
Preferably, constructing data processing task process using workflow engine, the application program in operation is managed, manages number
According to access authority, configure the data processing task process and resource.
On the basis of common knowledge of the art, above-mentioned each optimum condition, can any combination to get each preferable reality of the present invention
Example.
The positive effect of the present invention is that: for multi-modal medical image data, image report data and pathology report
Announcement data provide unified, standardized data format and are stored, and establish medical image data, image report data and pathology report
The association between data is accused, by Main index of patients, provides efficient data storage and data matching mechanisms.
Detailed description of the invention
Fig. 1 is the Multimodal medical image of the embodiment of the present invention 1 and the structural schematic diagram of data reporting management system.
Fig. 2 is the flow chart of the Multimodal medical image and data reporting management method of the embodiment of the present invention 2.
Fig. 3 is that the image data parsing of the Multimodal medical image and data reporting management method of the embodiment of the present invention 2 is shown
It is intended to.
Fig. 4 is the Multimodal medical image of the embodiment of the present invention 2 and the report data structure of data reporting management method
Flow chart.
Fig. 5 is image data, the structuring of the Multimodal medical image and data reporting management method of the embodiment of the present invention 2
Data reporting is associated with flow chart.
Fig. 6 is that the Multimodal medical image of the embodiment of the present invention 2 and the data of data reporting management method export flow chart.
Specific embodiment
Illustrate below by the mode of embodiment and completely the present invention in conjunction with attached drawing to become apparent from, but therefore not incite somebody to action this
Invention is limited among the embodiment described range.
Embodiment 1
The present embodiment provides a kind of Multimodal medical image and data reporting management systems, as shown in Figure 1, described multi-modal
Medical image and data reporting management system include uploading module 1, data processing module 2, Data Storage 3 and export
Module 4.
The uploading module 1, image data, image report and pathology report for that will be distributed in the image system of various regions
Announcement is uploaded to the Data Storage 3；
Described upload includes being locally pushed to upload with network, and it mainly includes passing through laptop, platform that the network, which uploads,
Formula machine or server connect the server terminal of network, by the way that image is uploaded and uploaded by way of webpage by way of FTPS
Data, image report and pathological replacement save the original document uploaded by the memory storage of system.
The data processing module 2, for the image data, the image report and the pathology report received
Announcement parsed, structuring and association process, and obtain unified format can storing data；
The data processing module 2 includes image data analyzing sub-module 21, structuring submodule 22, data correlation submodule
Block 23.
The image data analyzing sub-module 21 is for parsing the image data received.The image data parsing
Image data is resolved into image data, DICOM file head and data element by submodule 21, as a whole by described image data
It is stored in the Data Storage, extracts common tag from the DICOM file head and the data element, by institute
It states common tag and is stored in the Data Storage 3.
The structuring submodule 22 is used for the image report and the pathological replacement that structuring receives, by pre-
Processing, participle, medicine part-of-speech tagging, medicine semantic tagger and the identification of disease that calls for specialized treatment index, obtain the image report and structure of structuring
The pathological replacement of change is stored in the Data Storage 3.
The data correlation submodule 23 is used for image report and the structure to the image data, the structuring
The pathological replacement of change carries out data correlation and establishes the image data and the structure using patient identification information as master index
The index of the image report of change, the image data and the index of the pathological replacement of the structuring, the image of the structuring
The index of report and the index of the image data, the pathological replacement of the structuring and the image data, updates the number
According to memory management module 3.
The Data Storage 3, can storing data for store and search for the unified format.
The Data Storage 3 includes that full dose data warehouse 31, structural data warehouse 32 and imaged image are deposited
Storage system 33.
The full dose data warehouse 31 is used to store image data, image report and the pathological replacement uploaded, the structure
Change data warehouse 32 for the image report of storage organization and the pathological replacement of the structuring, imaged image storage system
System 33 is for storing image data.The full-text index of electronic medical records, relevant database storing data are constructed by search engine
Excavate the intermediate state collection and result data collection generated.
The export module 4 stores number for read the unified format from the Data Storage 3
According to checking data integrity carries out anonymization processing to personal information, and conversion data format is unified format, is exported to described
Data Storage 3, is transmitted through the network in calculation server.
Multimodal medical image and data reporting management system provided in this embodiment further includes operation management module 5, is used
In the performance indicator of monitoring management system operation, the monitoring unified format can storing data storage state.
The operation management module 5 includes job scheduling submodule 51, using audit submodule 52, rights management submodule
53 and configuration management submodule 54；
The job scheduling submodule 51 constructs data processing task process using workflow engine；Application audit
Application program of the module 52 for being run in management system；The rights management submodule 53 is for managing the multi-modal medicine
Access authority of the user of image and data reporting management system to data；The configuration management submodule 54 is for configuring system
In data processing task process and resource, it is ensured that the efficient stable of system is run.
The Multimodal medical image and data reporting management system of the present embodiment are multi-modal medical image data, image
Data reporting and pathological replacement data provide unified, standardized data format and are stored, and establish medical image data, image
Association between data reporting and pathological replacement data provides efficient data storage and Data Matching by Main index of patients
Mechanism provides extensive image data storage and shared system for multiple medical image disease that calls for specialized treatments data center.
Embodiment 2
The present embodiment provides a kind of Multimodal medical image and data reporting management methods, utilize the multi-modal doctor of embodiment 1
It learns image and data reporting management system is realized.As shown in Fig. 2, the Multimodal medical image and data reporting management method packet
It includes:
Step S101, image data, image report and pathological replacement upload；
The image data in the image system of various regions, image report and pathological replacement will be distributed in upload；
Described upload includes being locally pushed to upload with network, and it mainly includes passing through laptop, platform that the network, which uploads,
Formula machine or server connect the server terminal of network, by the way that image is uploaded and uploaded by way of webpage by way of FTPS
Data, image report and pathological replacement save the original document uploaded by the memory storage of system.
Step S102, the image data, the image report and the pathological replacement that receive parsed, tied
Structure and association process, obtain unified format can storing data；
Step S103, storage and the search unified format can storing data；
The unified format can storing data include image data, the image report of structuring and structuring pathology report
It accuses.The image data, the image report and the pathological replacement uploaded is stored in full dose data warehouse, the structuring
Image report data, the pathological replacement data of the structuring are stored in structural data warehouse, the described image data after parsing
It is stored in imaged image storage system.
Step S104, read the unified format can storing data, and export data；
Read the unified format can storing data, inspection data integrality, conversion data format, and export data.
Step S105, the performance indicator for monitoring Multimodal medical image and the operation of data reporting management system, described in monitoring
Unified format can storing data storage state.Data processing task process is constructed including the use of workflow engine, management exists
The application program of operation manages the access authority of data, configures the data processing task process and resource.
In the present embodiment, step S102 the following steps are included:
Step S1021, dissection process is carried out to the image data that receives, obtain unified format can storing data；
As shown in figure 3, the image data received be DICOM image file, including but not limited to X-ray, magnetic resonance,
The data of CT, ultrasound meet the agreement such as communication, storage of DICOM.It include image data, DICOM in DICOM image file
File header and data element.Described image data are saved as a whole；From the DICOM file head and the data element
Common tag is extracted in element, common tag is divided into 5 class data.
Whether patient related information includes but is not limited to patient ID, patient name, birthdate, gender, is pregnant, height
Weight.
Studying relevant information includes but is not limited to study ID, research description, research commissioning date and research runing time.
Sequence relevant information includes but is not limited to sequence number, serial ID, mode, check point, sequence description, technician's surname
Name, scan position, the sequence scanning date, the sequence scanning time, sequence type, AngioFlag (angiography label),
ScanningSequence (scanning sequence), SequenceVariant (scanning variable), MRAcquisitionType (magnetic resonance
Grab type).
Photographed image-related information includes image type, image scanning date, image scanning time, video bits number, highest ratio
Spy, row pixel number, column pixel number, pixelSpacing (pel spacing), number of images, device manufacturer, research institute's title.
Parameter relevant information includes Echo Time (echo time), Derivation description, field strength, CT metering, CT
Whether number of rows is spiral CT, Flip Angle (flip angle), Image Nucleus (as core), Echo Numbers (echo
Number).
The common tag is saved into structural data warehouse after being parsed.
Step S1022, structuring processing is carried out to the image report and pathological replacement that receive, obtain unified format can
Storing data；
As shown in figure 4, carrying out structuring processing to the image report and pathological replacement includes pretreatment, participle, medicine
Part-of-speech tagging, medicine semantic tagger and the identification of disease that calls for specialized treatment index.
In clinical application information system, building data pick-up, cleaning, conversion and loading attachment complete unstructured shadow
As the pretreatment of report and pathological replacement.
Basic dictionary mainly includes case history everyday words and its frequency of use information.As " male ", " female ", "upper", "lower",
The attributes such as " preceding ", " opinion ", "available", " can and ", " appearance ", " general ", " maximum ", " function ", " multiple ", " uniform ", " consistent "
Word, the noun of locality, common verb, adverbial word, adjective etc..
Medical Dictionary mainly includes clinical diagnosis coding dictionary, physical feeling anatomy dictionary, Drug Dictionary, checks word
Allusion quotation examines the compositions such as dictionary, operation dictionary, has medicine part of speech.
Disease that calls for specialized treatment dictionary mainly includes that the symptom dictionary of disease, the treatment dictionary of disease, index of making the rounds of the wards of disease etc. form, tool
There is disease that calls for specialized treatment part of speech.
Based on disease that calls for specialized treatment dictionary, Medical Dictionary, cooperate basic dictionary, case history participle is completed by the circulation matching of dictionary.
By the medicine part of speech of disease that calls for specialized treatment dictionary and Medical Dictionary, the word part of speech of case history structuring participle, including disease are marked
Shape, diagnosis, drug, inspection project etc..
By synonym, restriction dictionary etc. in disease that calls for specialized treatment dictionary, parsing medicine is semantic, the attribute word after mark case history participle
Property, indicate that the symptomatic condition of case history, such as disease symptoms aggravate or mitigate.
By the medicine part-of-speech tagging and medicine semantic tagger of case history, inspection, inspection, symptom, treatment and document are completed
Non-structured image report and pathological replacement, are treated as the data of structuring by the identification of disease that calls for specialized treatment index.Finally by structuring
Image report data and pathological replacement data be stored in structural data warehouse.
Step S1023, to treated, image data, image report and pathological replacement are associated processing；
As shown in figure 5, the image data, image report data after first retrieval process and patient's body in pathological replacement data
Whether part information is new patient, if new patient, then establishes new patient according to personal patient information and indexes mark.
If not being new patient after retrieval, according to patient's name, birthdate, bar code number, sweep number and unique mark
Knowledge number is equal to carry out patient's matching.Matching rule is established by the methods of probability analysis, rule and method, when matching degree is higher than certain threshold
Value, then to find patient, and new logging data is matched with data with existing, is assigned unified patient and is indexed mark, charges to
In system, data according to the different reviews time, check classification, establish system using patient identification information as master index in system
Association.
Report in system is classified according to Report Type, if pathological replacement data, according to bar code number, sweep number and
Whether there is matched radiology report in sweep time inquiry database, and checks the time of the radiology report whether in pathological replacement
Later, it is indexed if then establishing associated image, then more new database.
Report in system if image report, according in bar code number, sweep number inquiry database whether related shadow
As data, the data directory association for leading to the image is established if having matched image data, then more new database.
Report in system inquires in database whether contain relevant image report data, according to item if image data
Code number, sweep number identification, if image report result belongs to same imaging results, are associated with corresponding image report data, establish
Data correlation of the image report data with image data.It is inquired again whether containing relevant pathological replacement data in database, if having
Corresponding pathological replacement data are then associated with, establish pathological replacement data with the data correlation of image data.Then by picture number,
Whether the identifiers such as patient ID inquiry database has already present association structure data, and corresponding structuring number is associated with if having
According to then more new database.
The association of the image data, image report and pathological replacement data completing newly to be put in storage by above step and more
Newly.
In the present embodiment, step S104, read the unified format can storing data, and export data；
It include meeting shadow in queue file as shown in fig. 6, meeting the batch data file of searching requirement as queue file
As the respective image data of inclusion criteria and the image report data of structuring and pathological replacement data.
For the image report data and pathological replacement data of structuring, related keyword field is extracted, including pathological findings,
As a result, extracting the relevant patient related information of image, photographed image-related information and sweep parameter relevant information seen in report check etc.,
And other selected relevant parameter information, it is exported.
Anonymization processing is carried out for image data first, uses including but not limited to Hash, the side of the codings such as base64
Formula recompiles image data, removes the personal information such as name, address and image bar code number, and assign file one
One number.
Then image integrity verification is carried out, whether check image has multiimage, image text in the queue that selects files
Whether there is file damaged, incomplete in part, whether amount of images is complete.
Then conversion data format, according to the corresponding spatial information of picture and voxel, coordinate information, including conversion DICOM
Relative coordinate (i, j, k) to space coordinate (x, y, z), keep the space time sequence of image, keep the spatial voxel of image
And coordinate information, guarantee the one-dimensional scalability to higher-dimension.
Then uniform data analytical bibliography considers the labeled data of image according to analysis queue type, generates according to queue
The data rule of type --- user --- mode and mark template, and unified name catalogue is generated to file.Then will
Image data is exported with catalogue form.
The Multimodal medical image and data reporting management method of the present embodiment are by the different medical image data of form, shadow
Stored as data reporting and pathological replacement data are processed into unified, standardized data format, establish medical image data,
Association between image report data and pathological replacement data provides efficient data storage and data by Main index of patients
Matching mechanisms establish the new method of the unified shared data of medical image data and data reporting.
Although specific embodiments of the present invention have been described above, it will be appreciated by those of skill in the art that this is only
For example, protection scope of the present invention is to be defined by the appended claims.Those skilled in the art without departing substantially from
Under the premise of the principle and substance of the present invention, many changes and modifications may be made, but these change and
Modification each falls within protection scope of the present invention.
Claims (12)
1. a kind of Multimodal medical image and data reporting management system, which is characterized in that including uploading module, data processing mould
Block, Data Storage and export module；
The uploading module, image data, image report and pathological replacement for that will be distributed in the image system of various regions
Reach the Data Storage；
The data processing module, for the image data, the image report and the pathological replacement received into
Row parsing, structuring and association process, obtain unified format can storing data；
The Data Storage, can storing data for store and search for the unified format；
The export module, for read from the Data Storage the unified format can storing data, school
Data integrity is tested, conversion data format is exported to the Data Storage.
2. Multimodal medical image as described in claim 1 and data reporting management system, which is characterized in that the multi-modal doctor
It learns image and data reporting management system further includes operation management module, for monitoring the Multimodal medical image and number of reports
According to the performance indicator of management system operation, the monitoring unified format can storing data storage state.
3. Multimodal medical image as described in claim 1 and data reporting management system, which is characterized in that the upload includes
It is locally pushed and is uploaded with network, the network upload includes uploading by way of FTPS and being uploaded by way of webpage.
4. Multimodal medical image as described in claim 1 and data reporting management system, which is characterized in that the data processing
Module includes image data analyzing sub-module, structuring submodule, data correlation submodule；
The image data analyzing sub-module is for parsing the image data received；The image data analyzing sub-module
The image data is resolved into image data, DICOM file head and data element, described image data are stored in as a whole
The Data Storage extracts common tag from the DICOM file head and the data element, by the public affairs
Label is stored in the Data Storage altogether；
The structuring submodule is used for the image report and the pathological replacement that structuring receives, by pre-processing,
Participle, medicine part-of-speech tagging, medicine semantic tagger and the identification of disease that calls for specialized treatment index, obtain the image report of structuring and the disease of structuring
Reason report, is stored in the Data Storage；
The data correlation submodule is used for the image report of the image data, the structuring and the disease of the structuring
Reason report carries out data correlation and establishes the shadow of the image data Yu the structuring using patient identification information as master index
As the index of report, the index of the pathological replacement of the image data and the structuring, the structuring image report with
The index of the index of the image data, the pathological replacement of the structuring and the image data updates the data storage
Management module.
5. Multimodal medical image as claimed in claim 4 and data reporting management system, which is characterized in that the data storage
Management module includes full dose data warehouse, structural data warehouse and imaged image storage system；
The full dose data warehouse is used to store the image data, the image report and the pathological replacement uploaded, institute
Structural data warehouse is stated for storing the image report of the structuring and the pathological replacement of the structuring, the striograph
As storage system is for storing described image data.
6. Multimodal medical image as claimed in claim 2 and data reporting management system, which is characterized in that the operation management
Module includes job scheduling submodule, using audit submodule, rights management submodule and configuration management submodule；
The job scheduling submodule constructs data processing task process using workflow engine；The application audit submodule is used
The application program run in management system；The rights management submodule is for managing the Multimodal medical image and report
Access authority of the user of data management system to data；The configuration management submodule is for the data in configuration system
Handle flow of task and resource.
7. a kind of Multimodal medical image and data reporting management method, which is characterized in that it is using as described in claim 1
Multimodal medical image and the realization of data reporting management system, the Multimodal medical image and data reporting management method packet
It includes:
The image data in the image system of various regions, image report and pathological replacement will be distributed in upload；
The image data, the image report and the pathological replacement that receive are parsed, at structuring and association
Reason, obtain unified format can storing data；
Store and search for the unified format can storing data；
Read the unified format can storing data, inspection data integrality, conversion data format, and export data.
8. Multimodal medical image as claimed in claim 7 and data reporting management method, which is characterized in that the multi-modal doctor
Learn image and data reporting management method further include: monitoring Multimodal medical image and the performance of data reporting management system operation
Index, monitor the unified format can storing data storage state.
9. Multimodal medical image as claimed in claim 7 and data reporting management method, which is characterized in that described to be distributed in
Image data, image report and pathological replacement in the image system of various regions upload, including are locally pushed and upload with network, described
Network upload includes uploading by way of FTPS and being uploaded by way of webpage.
10. Multimodal medical image as claimed in claim 7 and data reporting management method, which is characterized in that receive described
After image data, the image report and the pathological replacement, it is handled as follows:
The image data received is parsed, the image data is resolved into image data, DICOM file head and data element
Element saves described image data as a whole；It is extracted from the DICOM file head and the data element public
Label saves the common tag；
The image report and the pathological replacement that structuring receives, by pretreatment, participle, medicine part-of-speech tagging, doctor
Semantic tagger and the identification of disease that calls for specialized treatment index are learned, the image report data of structuring, the pathological replacement data of structuring are obtained, is stored in more
The Data Storage in mode medical image and data reporting management system；
Using patient identification information as master index, index, the institute of the image report of the image data and the structuring are established
State the rope of the index of the pathological replacement of image data and the structuring, the image report of the structuring and the image data
Draw, the index of the pathological replacement of the structuring and the image data, updates Multimodal medical image and data reporting management
The Data Storage in system.
11. Multimodal medical image as claimed in claim 10 and data reporting management method, which is characterized in that it is described storage and
Search for the unified format can storing data include the image data, the image report and the pathological replacement uploaded
It is stored in full dose data warehouse, image report data, the pathological replacement data of the structuring of the structuring are stored in structuring
Data warehouse, the described image data after parsing are stored in imaged image storage system.
12. Multimodal medical image as claimed in claim 8 and data reporting management method, which is characterized in that utilize workflow
Engine constructs data processing task process, manages the application program in operation, manages the access authority of data, configure the data
Handle flow of task and resource.
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