CN108346467A - Intelligent secondary treatment system and data inspection system - Google Patents
Intelligent secondary treatment system and data inspection system Download PDFInfo
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- 238000007689 inspection Methods 0.000 title claims description 17
- 238000003745 diagnosis Methods 0.000 claims abstract description 56
- 230000003902 lesion Effects 0.000 claims description 104
- 238000012986 modification Methods 0.000 claims description 32
- 230000004048 modification Effects 0.000 claims description 32
- 230000005540 biological transmission Effects 0.000 claims description 19
- 238000013528 artificial neural network Methods 0.000 claims description 12
- 238000003860 storage Methods 0.000 claims description 9
- 230000009123 feedback regulation Effects 0.000 claims description 8
- 238000012545 processing Methods 0.000 claims description 8
- 238000012217 deletion Methods 0.000 claims description 4
- 230000037430 deletion Effects 0.000 claims description 4
- 238000010586 diagram Methods 0.000 claims description 4
- 230000003321 amplification Effects 0.000 claims description 3
- 230000003760 hair shine Effects 0.000 claims description 3
- 238000003199 nucleic acid amplification method Methods 0.000 claims description 3
- 238000002591 computed tomography Methods 0.000 description 254
- 230000006870 function Effects 0.000 description 9
- 201000010099 disease Diseases 0.000 description 3
- 208000037265 diseases, disorders, signs and symptoms Diseases 0.000 description 3
- 238000004364 calculation method Methods 0.000 description 2
- 238000005516 engineering process Methods 0.000 description 2
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- 238000004891 communication Methods 0.000 description 1
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- 238000005457 optimization Methods 0.000 description 1
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- 238000011191 terminal modification Methods 0.000 description 1
- 238000002604 ultrasonography Methods 0.000 description 1
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- 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
- G16H50/20—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for computer-aided diagnosis, e.g. based on medical expert systems
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
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- G16H30/00—ICT specially adapted for the handling or processing of medical images
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- G16H40/00—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices
- G16H40/60—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices
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Abstract
The present invention provides intelligent secondary treatment systems, it is related to medical field, intelligence secondary treatment system provided by the present invention is by being provided with data server and diagnostic system, it enables the system to automatically diagnose to not diagnosing CT photos, the CT photos by diagnosis can be immediately seen in order to doctor, the operation for simplifying doctor improves the convenience used.
Description
Technical field
The present invention relates to medical fields, in particular to intelligent secondary treatment system and data inspection system.
Background technology
CT (Computed Tomography), i.e. CT scan, it be using Accurate collimation X-ray beam,
Gamma-rays, ultrasonic wave etc. make section one by one together with the detector high with sensitivity around a certain position of human body
The features such as scanning has sweep time fast, image clearly, can be used for the inspection of a variety of diseases；According to used ray difference
It can be divided into：X ray CT (X-CT), ultrasound computed tomography (UCT) and gamma-rays CT (γ-CT) etc..
Invention content
The purpose of the present invention is to provide intelligent secondary treatment system and data inspection systems.
In a first aspect, an embodiment of the present invention provides intelligent secondary treatment systems, including：Data server and diagnosis are
System；
Data server does not diagnose CT photo receiver modules, and CT photos are not diagnosed for receive that CT machines are sent out, and/
Or PACS system sent out do not diagnose CT photos and/or what client was sent out does not diagnose CT photos；And to receiving not
It diagnoses CT photos and has diagnosed CT photos and carry out basic management, basic management includes:When receiving host computer instruction, inquiry,
What storage, deletion and modification were specified does not diagnose CT photos or has diagnosed CT photos；
First photo sending module of data server, for not diagnosing CT photos to diagnostic system transmission；
Second photo sending module of data server, for having diagnosed CT photos to client transmission；
Diagnostic system, for utilizing neural network, according to CT photos are not diagnosed, generation is corresponding to have diagnosed CT photos,
Carry the lesion attributes of CT photos in diagnosis CT photos, lesion attribute includes one or more lesion locations below, lesion
Severity and lesion type；Lesion locations include：Lesion region centre coordinate and lesion size；Or lesion locations include：Disease
Become the boundary coordinate in region.
With reference to first aspect, an embodiment of the present invention provides the first possible embodiments of first aspect, wherein intelligence
Can secondary treatment system further include：CT camera systems；
CT camera systems include CT machines and PACS system；CT machines and PACS system are connected with data server by LAN
It connects；
CT machines for taking pictures to patient, and generate and do not diagnose CT photos；
PACS system does not diagnose CT photos for what is generated from CT machines acquisition CT machines, and does not diagnose CT to what is got
Photo carries out basic management；Basic management includes:When receiving host computer instruction, inquiry, storage are deleted and modification is specified
CT photos are not diagnosed；PACS system is connect with the CT machines in multiple same hospitals simultaneously.
With reference to first aspect, an embodiment of the present invention provides second of possible embodiments of first aspect, wherein examines
Disconnected system includes distribution engine and computing device；Distribution engine is connect with multiple computing devices simultaneously；
Distribution engine by LAN with data server for being connect, distribution engine, for the side according to active pull
Formula pulls from data server and does not diagnose CT photos；
Distribution engine is additionally operable to the current state value according to each computing device currently connected, judges whether to generate and draw
Request is taken, not diagnose CT photos from data server acquisition；The current state value of computing device be according to one below or
Multiple numerical computations obtain：The hardware condition of computing device and the current CPU occupancies of computing device；
Distribution engine is additionally operable to the current state value according to each computing device currently connected, determines that each calculate sets
CT photos are not diagnosed for what is distributed；
Computing device does not diagnose CT photos, generation is corresponding to have diagnosed CT for utilizing neural network according to what is be assigned to
Photo, has diagnosed the lesion attribute that CT photos are carried in CT photos, and lesion attribute includes one or more lesion positions below
It sets, lesion severity and lesion type；Lesion locations include：Lesion region centre coordinate and lesion size；Or lesion locations
Including：The boundary coordinate of lesion region.
With reference to first aspect, an embodiment of the present invention provides the third possible embodiments of first aspect, wherein number
According to the first photo sending module of server, specifically for receive diagnostic system pull request after, sent out to diagnostic system
It send and does not diagnose CT photos；
Second photo sending module of data server, specifically in the inquiry request for receiving client and being sent out
Afterwards, the CT photos corresponding to inquiry request are searched, it, will if the CT photos found according to inquiry request are to have diagnosed CT photos
The CT of the diagnosis photos found have diagnosed CT photos to client transmission；If the CT photos found according to inquiry request are not
CT photos are diagnosed, then do not diagnose CT photos to client transmission.
With reference to first aspect, an embodiment of the present invention provides the 4th kind of possible embodiments of first aspect, wherein number
Further include third photo sending module according to server, the third photo sending module of data server is asked for working as according to inquiry
It is to be sent the CT photos that do not diagnose found to distribution engine, when not diagnosing CT photos so as to divide to seek the CT photos found
The CT photos that do not diagnose found are sent to a specified computing device with engine, and are given birth to by the specified computing device
At CT photos are corresponding to have diagnosed CT photos with not diagnosing of finding.
With reference to first aspect, an embodiment of the present invention provides the 5th kind of possible embodiments of first aspect, wherein number
Further include feedback regulation module according to server, for sending modification task to user terminal, is carried in modification task and diagnosed CT
Photo, and receive that user terminal sent out for the amending advice for having diagnosed CT photos, and will be for having diagnosed repairing for CT photos
Reconstruction view is sent to diagnostic system；
The self-learning module of diagnostic system, for receiving for after having diagnosed the amending advice of CT photos, according to needle
Amending advice to having diagnosed CT photos has diagnosed neural network used in CT photos to generation, and/or generates and diagnosed CT
The flow of photo is adjusted；
Feedback regulation module is additionally operable to not receive needle within the predetermined time after having diagnosed CT photos to user terminal transmission
When having diagnosed the amending advice of CT photos to the target of transmission, target CT photos are diagnosed into and has been sent to other users end, with logical
It crosses other users end and generates the amending advice for having diagnosed CT photos for target.
With reference to first aspect, an embodiment of the present invention provides the 6th kind of possible embodiments of first aspect, wherein anti-
Adjustment module is presented, further, for handling rank according to the task of each user terminal, corresponding number is distributed for each user terminal
Modification task；Task processing rank is determined according to the treatment effeciency and quality of the modification task of user terminal excessively executed
's.
Second aspect, the embodiment of the present invention additionally provide data inspection system, including such as first aspect any one of them
Intelligent secondary treatment system；It further include client；
User terminal at least has query pattern；
Under query pattern,
First enquiry module of client is used for the inquiry instruction of the input according to user, is searched from data server
It has diagnosed CT photos or has not diagnosed CT photos；
First display module of client, the CT photos of diagnosis for being found in the display screen display of user terminal.
In conjunction with second aspect, an embodiment of the present invention provides the first possible embodiments of second aspect, wherein
User terminal also has modification pattern；
Under modification pattern, client is additionally provided with following module：
Second enquiry module of client is used for the inquiry instruction of the input according to user, is searched from data server
CT photos are diagnosed；
The feedback module of client, the modification instruction for being assigned according to doctor, generation are directed to and have diagnosed CT photos
Amending advice；For the amending advice for having diagnosed CT photos it is used to that diagnostic system to be made to build according to for the modification for having diagnosed CT photos
View has diagnosed neural network used in CT photos to generation, and/or generates and diagnosed the flows of CT photos and be adjusted.
In conjunction with second aspect, an embodiment of the present invention provides second of possible embodiments of second aspect, wherein visitor
First display module at family end has following one or more display patterns：Welt pattern, mini pattern and fully functional model；
Under welt pattern, the first display module, the CT of diagnosis for being found in the display screen display of user terminal shines
Piece, and, for the first rocker operation menu on the screen in client, it is provided with next in the first rocker operation menu
A or multiple functives：Mode switch button, for carried out when being clicked welt pattern, mini pattern and fully functional model it
Between switching；CT photo highlights, for showing that prompt corresponding with the CT photos of diagnosis shown on current screen is believed
Breath；Report button, it is corresponding with the CT photos of diagnosis shown on current screen for when being clicked, generating and managing
Report, or send report corresponding with the CT photos of diagnosis shown on current screen to host computer；It exits current aobvious
The button for showing pattern, for when being clicked, exiting current display pattern；First rocker operation menu is can be dragged by user
Dynamic, or the position of display can be changed under the operation of user, or the form of display；
Under mini pattern, the first display module, the CT of diagnosis for being found in the display screen display of user terminal shines
Piece, and, for the second rocker operation menu on the screen in client, it is provided with next in the second rocker operation menu
A or multiple functives：Mode switch button, for carried out when being clicked welt pattern, mini pattern and fully functional model it
Between switching；CT photo highlights, for showing that prompt corresponding with the CT photos of diagnosis shown on current screen is believed
Breath；Report button, it is corresponding with the CT photos of diagnosis shown on current screen for when being clicked, generating and managing
Report, or send report corresponding with the CT photos of diagnosis shown on current screen to host computer；It exits current aobvious
The button for showing pattern, for when being clicked, exiting current display pattern；First has diagnosed CT photos viewing area, for showing
Show that the selected associated picture for having diagnosed CT photos, the associated picture for having diagnosed CT photos include the letter for having diagnosed CT photos
Figure, thumbnail or Local map；It can only be one to have diagnosed the CT of the diagnosis photos gone out shown by CT photos viewing area first；
Diagnosis CT photographic intelligences illustrate area, for showing the selected relevant information for having diagnosed CT photos；It is selected to have diagnosed CT
The relevant information of photo includes the selected case information for having diagnosed CT photos；Case information includes that lesion locations, lesion are tight
Weight degree and lesion type；Lesion locations include：Lesion region centre coordinate and lesion size；Or lesion locations include：Lesion
The boundary coordinate in region；Second rocker operation menu can be dragged by user, or can be changed under the operation of user
The position of display, or display form；
Under fully functional model, the first display module, the diagnosis CT for being found in the display screen display of user terminal
Photo, and, for the third rocker operation menu on the screen in client, it is provided in third rocker operation menu following
One or more functions body：Mode switch button, for carrying out welt pattern, mini pattern and fully functional model when being clicked
Between switching；CT photo highlights, for showing prompt corresponding with the CT photos of diagnosis shown on current screen
Information；Report button, it is corresponding with the CT photos of diagnosis shown on current screen for when being clicked, generating and managing
Report, or to host computer send on current screen shown by the corresponding report of the CT photos of diagnosis；It exits current
The button of display pattern, for when being clicked, exiting current display pattern；Second has diagnosed CT photos viewing area, is used for
Show that the selected associated picture for having diagnosed CT photos, the associated picture for having diagnosed CT photos include the letter for having diagnosed CT photos
Figure, thumbnail or Local map；It can be multiple to have diagnosed the CT of the diagnosis photos gone out shown by CT photos viewing area second；
Diagnosis CT photographic intelligences explanation is gone, for showing the selected relevant information for having diagnosed CT photos；It is selected to have diagnosed CT
The relevant information of photo includes the selected case information for having diagnosed CT photos；Case information includes that lesion locations, lesion are tight
Weight degree and lesion type；Lesion locations include：Lesion region centre coordinate and lesion size；Or lesion locations include：Lesion
The boundary coordinate in region；Picture operation button area, for when being clicked, according to the icon being clicked, having examined selected
Disconnected CT photos carry out basic operation, and basic operation includes one or more operations amplification, reduces, is mobile, label, annotation
And upload；Third rocker operation menu can be dragged by user, or can change the position of display under the operation of user
It sets, or the form shown.
Intelligence secondary treatment system provided in an embodiment of the present invention is made by being provided with data server and diagnostic system
The system of obtaining can be diagnosed automatically to not diagnosing CT photos, be shone in order to which doctor can be immediately seen the CT by diagnosis
Piece simplifies the operation of doctor, improves the convenience used.
To enable the above objects, features and advantages of the present invention to be clearer and more comprehensible, preferred embodiment cited below particularly, and coordinate
Appended attached drawing, is described in detail below.
Description of the drawings
In order to illustrate the technical solution of the embodiments of the present invention more clearly, below will be to needed in the embodiment attached
Figure is briefly described, it should be understood that the following drawings illustrates only certain embodiments of the present invention, therefore is not construed as pair
The restriction of range for those of ordinary skill in the art without creative efforts, can also be according to this
A little attached drawings obtain other relevant attached drawings.
Fig. 1 shows the basic framework figure for the data inspection system that the embodiment of the present invention is provided；
The first display module of client is in patch in the data inspection system provided Fig. 2 shows the embodiment of the present invention
Use state sectional drawing under edge mode；
Fig. 3 shows that the first display module of client in the data inspection system that the embodiment of the present invention is provided is in fan
Use state sectional drawing under your pattern；
Fig. 4 shows that the first display module of client in the data inspection system that the embodiment of the present invention is provided is in complete
Use state sectional drawing under functional mode.
Specific implementation mode
Below in conjunction with attached drawing in the embodiment of the present invention, technical solution in the embodiment of the present invention carries out clear, complete
Ground describes, it is clear that described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.Usually exist
The component of the embodiment of the present invention described and illustrated in attached drawing can be arranged and be designed with a variety of different configurations herein.Cause
This, the detailed description of the embodiment of the present invention to providing in the accompanying drawings is not intended to limit claimed invention below
Range, but it is merely representative of the selected embodiment of the present invention.Based on the embodiment of the present invention, those skilled in the art are not doing
The every other embodiment obtained under the premise of going out creative work, shall fall within the protection scope of the present invention.
Data inspection system in conventional hospital can only accomplish that the simple of CT photos is transferred and browse, and function is relatively single,
For such situation, this application provides intelligent secondary treatment systems, as shown in Figure 1, the intelligence secondary treatment system includes number
According to server and diagnostic system；
Data server does not diagnose CT photo receiver modules, and CT photos are not diagnosed for receive that CT machines are sent out, and/
Or PACS system (picture archiving and communication system) sent out do not diagnose CT photos and/or what client was sent out does not diagnose
CT photos；And basic management is carried out to not diagnosing CT photos and having diagnosed CT photos for receiving, basic management includes:It is receiving
When being instructed to host computer, what inquiry, storage, deletion and modification were specified does not diagnose CT photos or has diagnosed CT photos；
First photo sending module of data server, for not diagnosing CT photos to diagnostic system transmission；
Second photo sending module of data server, for having diagnosed CT photos to client transmission；
Diagnostic system, for utilizing neural network, according to CT photos are not diagnosed, generation is corresponding to have diagnosed CT photos,
Carry the lesion attributes of CT photos in diagnosis CT photos, lesion attribute includes one or more lesion locations below, lesion
Severity and lesion type；Lesion locations include：Lesion region centre coordinate and lesion size；Or lesion locations include：Disease
Become the boundary coordinate in region.
Preferably, data server and diagnostic system are attached by LAN；
Preferably, intelligent secondary treatment system further includes：CT camera systems；
CT camera systems include CT machines and PACS system；CT machines and PACS system are connected with data server by LAN
It connects；
CT machines for taking pictures to patient, and generate and do not diagnose CT photos；
PACS system does not diagnose CT photos for what is generated from CT machines acquisition CT machines, and does not diagnose CT to what is got
Photo carries out basic management；Basic management includes:When receiving host computer instruction, inquiry, storage are deleted and modification is specified
CT photos are not diagnosed；PACS system is connect with the CT machines in multiple same hospitals simultaneously.
Namely data server, which can bring out to obtain from CT machines or PACS system or user, does not diagnose CT photos, but due to
The problem of system compatibility, it may occur that CT photos can not be identified normally not diagnosing received by data server asks
Topic, at this point, should just make by way of establishing and caching, the CT photos that will be unable to normally be identified are put into caching, and follow-up one
Play processing.
Namely data server further includes cache module, for data server None- identified not to be diagnosed CT photos
It is stored in specified memory, and alarms when the quantity for not diagnosing CT photos stored in memory is excessive.
Specifically, diagnostic system includes distribution engine and computing device；Distribution engine is connect with multiple computing devices simultaneously；
Distribution engine by LAN with data server for being connect, distribution engine, for the side according to active pull
Formula pulls from data server and does not diagnose CT photos；
Distribution engine is additionally operable to the current state value according to each computing device currently connected, judges whether to generate and draw
Request is taken, not diagnose CT photos from data server acquisition；The current state value of computing device be according to one below or
Multiple numerical computations obtain：The hardware condition of computing device and the current CPU occupancies of computing device.
Distribution engine is additionally operable to the current state value according to each computing device currently connected, determines that each calculate sets
(the CT photos that do not diagnose that each computing device is distributed are different to the standby CT photos that do not diagnose distributed, that is, each
CT photos can only distribute to a computing device)；
Computing device does not diagnose CT photos, generation is corresponding to have diagnosed CT for utilizing neural network according to what is be assigned to
Photo, has diagnosed the lesion attribute that CT photos are carried in CT photos, and lesion attribute includes one or more lesion positions below
It sets, lesion severity and lesion type；Lesion locations include：Lesion region centre coordinate and lesion size；Or lesion locations
Including：The boundary coordinate of lesion region.
Computing device is diagnosed using pattern analysis algorithm to not diagnosing CT photos, is shone with generating the corresponding CT that diagnosed
Piece；Since the calculation amount handled photo is excessive, it is therefore desirable to while being worked using multiple computing devices.
First photo sending module of data server, specifically for receive diagnostic system pull request after, to
Diagnostic system transmission does not diagnose CT photos；
Second photo sending module of data server, specifically in the inquiry request for receiving client and being sent out
Afterwards, the CT photos corresponding to inquiry request are searched, it, will if the CT photos found according to inquiry request are to have diagnosed CT photos
The CT of the diagnosis photos found have diagnosed CT photos to client transmission；If the CT photos found according to inquiry request are not
CT photos are diagnosed, then do not diagnose CT photos to client transmission.
It is, user terminal, which can only be found, has diagnosed CT photos, is automatically diagnosed by system, doctor can be improved
Raw working efficiency.
Preferably, data server further includes third photo sending module, the third photo sending module of data server,
For when the CT photos found according to inquiry request are not diagnose CT photos, CT photos not to be diagnosed to distribution by what is found
Engine is sent, so that distribution engine sends the CT photos that do not diagnose found to a specified computing device, and passes through this
Specified computing device generates that CT photos are corresponding to have diagnosed CT photos with not diagnosing of finding.Preferably, it finds
The processing priority for not diagnosing CT photos is more than other processing priorities for not diagnosing CT photos.
It is, when doctor wants to check and do not diagnose CT photos, illustrate that doctor thinks to diagnose by the photo as early as possible, because
This, should timely diagnose the CT photos, also, the processing priority of the CT photos is preferably greater than other and does not diagnose CT
The processing priority of photo can preferentially be located in this way, when computing device receives that the priority is higher not to diagnose CT photos
Manage the CT photos.
Preferably, intelligent secondary treatment system further includes management system, manages system, for according to the administrator received
Operational order, base is carried out to the CT photos (including do not diagnose CT photos and diagnosed CT photos) stored in data server
This management；Basic management includes:When receiving host computer instruction, inquires, storage, deletes and change the specified CT that do not diagnose and shine
Piece has diagnosed CT photos.
Under normal circumstances, data server is connected with CT camera systems, management system and diagnostic system by LAN respectively
It connects.The various pieces (data server, CT camera systems, management system and diagnostic system) of intelligent secondary treatment system do not connect
Enter wide area network, can guarantee the safety of data to a certain extent.
Preferably, in order to improve the work accuracy of diagnostic system, the mode of negative-feedback study can also be increased to improve
The accuracy in computation of diagnostic system.
Specifically, the data server further includes feedback regulation module, for sending modification task to user terminal, modification is appointed
Carried in business and diagnosed CT photos, and receive that user terminal sent out for the amending advice for having diagnosed CT photos, and by needle
Amending advice to having diagnosed CT photos is sent to diagnostic system；
The self-learning module of diagnostic system, for receiving for after having diagnosed the amending advice of CT photos, according to needle
Amending advice to having diagnosed CT photos has diagnosed neural network used in CT photos to generation, and/or generates and diagnosed CT
The flow of photo is adjusted.
Feedback regulation module is additionally operable to not receive needle within the predetermined time after having diagnosed CT photos to user terminal transmission
When having diagnosed the amending advice of CT photos to the target of transmission, target CT photos are diagnosed into and has been sent to other users end, with logical
It crosses other users end and generates the amending advice for having diagnosed CT photos for target.
Feedback regulation module further for handling rank according to the task of each user terminal, is distributed for each user terminal
The modification task of corresponding number；Task processing rank be according to the treatment effeciency of the modification task of user terminal excessively executed with
What quality determined.
It is, when some user terminal long-time is not to specified CT photo feedback amending advices, should just appoint
Business is distributed to other user terminals and is handled.
The above describes the overall condition of intelligent secondary treatment system, which is mainly one kind
The data inspection system for depending on the intelligence secondary treatment system is described below in background service system, which exists
On the basis of intelligent secondary treatment system, user terminal is increased, mainly the function of user terminal is introduced below.
Specifically, user terminal at least has query pattern；
Under query pattern,
First enquiry module of client is used for the inquiry instruction of the input according to user, is searched from data server
It has diagnosed CT photos or has not diagnosed CT photos；
First display module of client, the CT photos of diagnosis for being found in the display screen display of user terminal；
User terminal can also have modification pattern；
Under modification pattern, in addition to the repertoire under query pattern, that is, there is the first enquiry module and first to show
Show outside module, is additionally provided with following module：
Second enquiry module of client is used for the inquiry instruction of the input according to user, is searched from data server
CT photos are diagnosed；
The feedback module of client, the modification instruction for being assigned according to doctor, generation are directed to and have diagnosed CT photos
Amending advice；For the amending advice for having diagnosed CT photos it is used to that diagnostic system to be made to build according to for the modification for having diagnosed CT photos
View has diagnosed neural network used in CT photos to generation, and/or generates and diagnosed the flows of CT photos and be adjusted.
It in order to ensure the normal of system operation, should be verified when client enters modification pattern, to ensure
Only specific user can use modification pattern.
In turn, data inspection system provided herein further includes：
The authentication module of client, for after receiving verification information input by user, verification to be identified, if knowing
Do not pass through, then enters modification pattern.
In order to improve the susceptibility of user, the first display module of client has following one or more display patterns：
Welt pattern, mini pattern and fully functional model；
As shown in Fig. 2, under welt pattern, the first display module, for what is found in the display screen display of user terminal
CT photos have been diagnosed, and, for the first rocker operation menu on the screen in client, set in the first rocker operation menu
It is equipped with following one or more functions body：Mode switch button, for carrying out welt pattern, mini pattern and complete when being clicked
Switching between functional mode；CT photo highlights are opposite with the CT photos of diagnosis shown on current screen for showing
The prompt message answered；Report button is shone for when being clicked, generating and managing with the CT of diagnosis shown on current screen
The corresponding report of piece, or send report corresponding with the CT photos of diagnosis shown on current screen to host computer；
The button for exiting current display mode, for when being clicked, exiting current display pattern；First rocker operation menu is can
With what is dragged by user, or the position of display can be changed under the operation of user, or the form of display.
In Fig. 2, the first rocker operation menu is the rectangle menu in the upper right corner, it is seen that on the left of screen normal display image and
Normal operating area, and at the same time showing the first rocker operation menu in the screen upper right corner.
The form of display is primarily referred to as its appearance, including shape, color, size etc..
It includes that user writes manually to generate and manage report corresponding with the CT photos of diagnosis shown on current screen
Enter report, basic operation is carried out to the report having been written into, basic operation can the operations such as replicate, paste, delete.
As shown in figure 3, under mini pattern, the first display module, for what is found in the display screen display of user terminal
CT photos have been diagnosed, and, for the second rocker operation menu on the screen in client, set in the second rocker operation menu
It is equipped with following one or more functions body：Mode switch button, for carrying out welt pattern, mini pattern and complete when being clicked
Switching between functional mode；CT photo highlights are opposite with the CT photos of diagnosis shown on current screen for showing
The prompt message answered；Report button is shone for when being clicked, generating and managing with the CT of diagnosis shown on current screen
The corresponding report of piece, or send report corresponding with the CT photos of diagnosis shown on current screen to host computer；
The button for exiting current display mode, for when being clicked, exiting current display pattern；First, which has diagnosed CT photos, shows
Area, for showing the selected associated picture for having diagnosed CT photos, the associated picture for having diagnosed CT photos includes having diagnosed CT
Schematic diagram, thumbnail or the Local map of photo；Having diagnosed the CT photos of diagnosis gone out shown by CT photos viewing area first can only
It is one；It has diagnosed CT photographic intelligences and has illustrated area, for showing the selected relevant information for having diagnosed CT photos；It is selected
The relevant information for having diagnosed CT photos includes the selected case information for having diagnosed CT photos；Case information includes lesion position
It sets, lesion severity and lesion type；Lesion locations include：Lesion region centre coordinate and lesion size；Or lesion locations
Including：The boundary coordinate of lesion region；Second rocker operation menu can be dragged by user, or can be in the behaviour of user
Make the lower position for changing display, or the form of display.
In Fig. 3, the second rocker operation menu is the rectangle menu in the upper right corner, it is seen that on the left of screen normal display image and
Normal operating area, and at the same time showing the second rocker operation menu on the right side of screen.
As it can be seen that the function of mini pattern is the optimization under welt pattern, function is more complete.
As shown in figure 4, under fully functional model, the first display module is found for the display screen display in user terminal
The CT photos of diagnosis, and, for the third rocker operation menu on the screen in client, in third rocker operation menu
It is provided with following one or more functions body：Mode switch button, for carried out when being clicked welt pattern, mini pattern and
Switching between fully functional model；CT photo highlights, for showing and the CT photo phases of diagnosis shown on current screen
Corresponding prompt message；Report button, for when being clicked, generating and managing and diagnosis CT shown on current screen
The corresponding report of photo, or send report corresponding with the CT photos of diagnosis shown on current screen to host computer
It accuses；The button for exiting current display mode, for when being clicked, exiting current display pattern；Second has diagnosed CT photos
Viewing area, for showing the selected associated picture for having diagnosed CT photos, the associated picture for having diagnosed CT photos includes having examined
Schematic diagram, thumbnail or the Local map of disconnected CT photos；The CT photos of diagnosis gone out shown by CT photos viewing area have been diagnosed second
Can be multiple；It has diagnosed CT photographic intelligences explanation to go, for showing the selected relevant information for having diagnosed CT photos；It is selected
It includes the selected case information for having diagnosed CT photos that selects, which has diagnosed the relevant information of CT photos,；Case information includes lesion
Position, lesion severity and lesion type；Lesion locations include：Lesion region centre coordinate and lesion size；Or lesion position
Set including：The boundary coordinate of lesion region；Picture operation button area, for when being clicked, according to the icon being clicked, to quilt
The CT photos of diagnosis of selection carry out basic operation, and basic operation includes one or more operations amplification, diminution, shifting
Dynamic, label, annotation and upload；Third rocker operation menu can be dragged by user, or can be under the operation of user
Change the position of display, or the form of display.
In Fig. 4, third rocker operation menu can take up entire display screen substantially since the content of display is excessive
, but originally still there is (being override by third rocker operation menu) in existing display image and normal operating area.
It is, the data inspection system provided in this programme, for user terminal under query pattern, the first display module can
CT photos have been diagnosed with display, it, can be with and when the first display module is under mini pattern and fully functional model
CT photos viewing area (first diagnosed CT photos viewing area or second diagnosed CT photos viewing area) has been diagnosed by independent
It is carried out at the same time the display of CT photos, in this way, user can see two CT photos simultaneously, facilitates user's two CT photos of progress
It compares.
Above-mentioned first rocker operation menu, the second rocker operation menu and third rocker operation menu are being dragged to display
When shielding edge, it can be hidden automatically.
It, can be with if the function is realized in the form of SFU software functional unit and when sold or used as an independent product
It is stored in a computer read/write memory medium.Based on this understanding, technical scheme of the present invention is substantially in other words
The part of the part that contributes to existing technology or the technical solution can be expressed in the form of software products, the meter
Calculation machine software product is stored in a storage medium, including some instructions are used so that a computer equipment (can be
People's computer, server or network equipment etc.) it performs all or part of the steps of the method described in the various embodiments of the present invention.
And storage medium above-mentioned includes：USB flash disk, mobile hard disk, read-only memory (ROM, Read-Only Memory), arbitrary access are deposited
The various media that can store program code such as reservoir (RAM, Random Access Memory), magnetic disc or CD.
The above description is merely a specific embodiment, but scope of protection of the present invention is not limited thereto, any
Those familiar with the art in the technical scope disclosed by the present invention, can easily think of the change or the replacement, and should all contain
Lid is within protection scope of the present invention.Therefore, the protection scope of the present invention shall be subject to the protection scope of the claims.
Claims (10)
1. intelligent secondary treatment system, which is characterized in that including：Data server and diagnostic system；
Data server does not diagnose CT photo receiver modules, and CT photos are not diagnosed for receive that CT machines are sent out, and/or
What what PACS system was sent out do not diagnose CT photos and/or client were sent out does not diagnose CT photos；And it does not examine what is received
Disconnected CT photos and the progress basic management of CT photos is diagnosed, basic management includes:When receiving host computer instruction, inquires, deposits
What storage, deletion and modification were specified does not diagnose CT photos or has diagnosed CT photos；
First photo sending module of data server, for not diagnosing CT photos to diagnostic system transmission；
Second photo sending module of data server, for having diagnosed CT photos to client transmission；
Diagnostic system, for utilizing neural network, according to CT photos are not diagnosed, generation is corresponding to have diagnosed CT photos, has diagnosed
Carry the lesion attribute of CT photos in CT photos, lesion attribute includes that one or more lesion locations below, lesion are serious
Degree and lesion type；Lesion locations include：Lesion region centre coordinate and lesion size；Or lesion locations include：Diseased region
The boundary coordinate in domain.
2. system according to claim 1, which is characterized in that
Intelligent secondary treatment system further includes：CT camera systems；
CT camera systems include CT machines and PACS system；CT machines and PACS system pass through LAN connection with data server；
CT machines for taking pictures to patient, and generate and do not diagnose CT photos；
PACS system does not diagnose CT photos for what is generated from CT machines acquisition CT machines, and does not diagnose CT photos to what is got
Carry out basic management；Basic management includes:When receiving host computer instruction, inquiry, storage, deletion and modification are specified not to examine
Disconnected CT photos；PACS system is connect with the CT machines in multiple same hospitals simultaneously.
3. system according to claim 2, which is characterized in that
Diagnostic system includes distribution engine and computing device；Distribution engine is connect with multiple computing devices simultaneously；
Distribution engine by LAN with data server for connecting, distribution engine, be used in the way of active pull from
Data server, which pulls, does not diagnose CT photos；
Distribution engine is additionally operable to the current state value according to each computing device currently connected, judges whether to generate to pull to ask
It asks, not diagnose CT photos from data server acquisition；The current state value of computing device is according to one or more below
Numerical computations obtain：The hardware condition of computing device and the current CPU occupancies of computing device；
Distribution engine is additionally operable to, according to the current state value of each computing device currently connected, determine each computing device institute
Distribution does not diagnose CT photos；
Computing device does not diagnose CT photos for utilizing neural network according to what is be assigned to, generates the corresponding CT that diagnosed and shines
Piece, has diagnosed the lesion attribute that CT photos are carried in CT photos, lesion attribute include one or more lesion locations below,
Lesion severity and lesion type；Lesion locations include：Lesion region centre coordinate and lesion size；Or lesion locations packet
It includes：The boundary coordinate of lesion region.
4. system according to claim 3, which is characterized in that
First photo sending module of data server, specifically for receive diagnostic system pull request after, to diagnosis
System transmission does not diagnose CT photos；
Second photo sending module of data server, specifically for after receiving the inquiry request that client is sent out, looking into
The CT photos corresponding to inquiry request are looked for, if the CT photos found according to inquiry request are to have diagnosed CT photos, will be searched
To the CT of diagnosis photos to client transmission diagnosed CT photos；If the CT photos found according to inquiry request are not diagnose
CT photos then do not diagnose CT photos to client transmission.
5. system according to claim 4, which is characterized in that data server further includes third photo sending module, number
According to the third photo sending module of server, for when the CT photos found according to inquiry request are not diagnose CT photos,
The CT photos that do not diagnose found are sent to distribution engine, so that distribution engine does not diagnose CT photos to specified by what is found
A computing device send, and by the specified computing device generate with find not diagnose CT photos corresponding
Diagnose CT photos.
6. system according to claim 5, which is characterized in that
Data server further includes feedback regulation module, for sending modification task to user terminal, is carried in modification task
Diagnose CT photos, and receive that user terminal sent out for the amending advice for having diagnosed CT photos, and will be directed to and diagnose CT photographs
The amending advice of piece is sent to diagnostic system；
The self-learning module of diagnostic system, for receiving for after having diagnosed the amending advice of CT photos, according to for
The amending advice for diagnosing CT photos has diagnosed neural network used in CT photos to generation, and/or generates and diagnosed CT photos
Flow be adjusted；
Feedback regulation module is additionally operable to not receive for hair within the predetermined time after having diagnosed CT photos to user terminal transmission
When the target sent has diagnosed the amending advice of CT photos, target CT photos are diagnosed into and has been sent to other users end, to pass through it
He generates the amending advice that CT photos have been diagnosed for target by user terminal.
7. system according to claim 6, which is characterized in that
Feedback regulation module further for handling rank according to the task of each user terminal, corresponds to for the distribution of each user terminal
The modification task of quantity；Task processing rank is the treatment effeciency and quality according to the modification task of user terminal excessively executed
Determining.
8. data inspection system, which is characterized in that including such as claim 1-7 any one of them intelligence secondary treatment system；
It further include client；
User terminal at least has query pattern；
Under query pattern,
First enquiry module of client is used for the inquiry instruction of the input according to user, searches and examined from data server
Disconnected CT photos do not diagnose CT photos；
First display module of client, the CT photos of diagnosis for being found in the display screen display of user terminal.
9. data inspection system according to claim 8, which is characterized in that
User terminal also has modification pattern；
Under modification pattern, client is additionally provided with following module：
Second enquiry module of client is used for the inquiry instruction of the input according to user, searches and examined from data server
Disconnected CT photos；
The feedback module of client, the modification instruction for being assigned according to doctor, generates for the modification for having diagnosed CT photos
It is recommended that；It is used to make diagnostic system according to for the amending advice pair for having diagnosed CT photos for the amending advice for having diagnosed CT photos
Generation has diagnosed neural network used in CT photos, and/or generates and diagnosed the flows of CT photos and be adjusted.
10. data inspection system according to claim 9, which is characterized in that
First display module of client has following one or more display patterns：Welt pattern, mini pattern and global function
Pattern；
Under welt pattern, the first display module, the CT photos of diagnosis for being found in the display screen display of user terminal, with
And be provided with for the first rocker operation menu on the screen in client, in the first rocker operation menu with next or
Multiple functives：Mode switch button, for being carried out between welt pattern, mini pattern and fully functional model when being clicked
Switching；CT photo highlights, for showing prompt message corresponding with the CT photos of diagnosis shown on current screen；Report
Button is accused, for when being clicked, generating and managing report corresponding with the CT photos of diagnosis shown on current screen,
Or send report corresponding with the CT photos of diagnosis shown on current screen to host computer；Exit current display mode
Button, for when being clicked, exiting current display pattern；First rocker operation menu can be dragged by user,
Or the position of display can be changed under the operation of user, or the form of display；
Under mini pattern, the first display module, the CT photos of diagnosis for being found in the display screen display of user terminal, with
And be provided with for the second rocker operation menu on the screen in client, in the second rocker operation menu with next or
Multiple functives：Mode switch button, for being carried out between welt pattern, mini pattern and fully functional model when being clicked
Switching；CT photo highlights, for showing prompt message corresponding with the CT photos of diagnosis shown on current screen；Report
Button is accused, for when being clicked, generating and managing report corresponding with the CT photos of diagnosis shown on current screen,
Or send report corresponding with the CT photos of diagnosis shown on current screen to host computer；Exit current display mode
Button, for when being clicked, exiting current display pattern；First has diagnosed CT photos viewing area, selected for showing
That selects has diagnosed the associated picture of CT photos, and the associated picture for having diagnosed CT photos includes the schematic diagram for having diagnosed CT photos, breviary
Figure or Local map；It can only be one to have diagnosed the CT of the diagnosis photos gone out shown by CT photos viewing area first；CT is diagnosed
Photographic intelligence illustrates area, for showing the selected relevant information for having diagnosed CT photos；The selected CT photos of having diagnosed
Relevant information includes the selected case information for having diagnosed CT photos；Case information includes lesion locations, lesion severity
And lesion type；Lesion locations include：Lesion region centre coordinate and lesion size；Or lesion locations include：Lesion region
Boundary coordinate；Second rocker operation menu can be dragged by user, or can change display under the operation of user
Position, or display form；
Under fully functional model, the first display module, the CT photos of diagnosis for being found in the display screen display of user terminal,
And it is used for the third rocker operation menu on the screen in client, it is provided with next in third rocker operation menu
Or multiple functives：Mode switch button, for being carried out between welt pattern, mini pattern and fully functional model when being clicked
Switching；CT photo highlights, for showing prompt message corresponding with the CT photos of diagnosis shown on current screen；
Report button, for when being clicked, generating and managing report corresponding with the CT photos of diagnosis shown on current screen
It accuses, or report corresponding with the CT photos of diagnosis shown on current screen is sent to host computer；Exit current display
The button of pattern, for when being clicked, exiting current display pattern；Second has diagnosed CT photos viewing area, for showing
The selected associated picture for having diagnosed CT photos, the associated picture for having diagnosed CT photos include the schematic diagram for having diagnosed CT photos,
Thumbnail or Local map；It can be multiple to have diagnosed the CT of the diagnosis photos gone out shown by CT photos viewing area second；It has examined
Disconnected CT photographic intelligences explanation is gone, for showing the selected relevant information for having diagnosed CT photos；It is selected to have diagnosed CT photographs
The relevant information of piece includes the selected case information for having diagnosed CT photos；Case information includes that lesion locations, lesion are serious
Degree and lesion type；Lesion locations include：Lesion region centre coordinate and lesion size；Or lesion locations include：Diseased region
The boundary coordinate in domain；Picture operation button area, for when being clicked, according to the icon being clicked, having been diagnosed to selected
CT photos carry out basic operation, basic operation includes one or more operations amplification, reduce, is mobile, label, annotation and
It uploads；Third rocker operation menu can be dragged by user, or can change the position of display under the operation of user,
Or the form of display.
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| CN103705271A (en) * | 2012-09-29 | 2014-04-09 | 西门子公司 | Man-machine interaction system and man-machine interaction method for medical image diagnosis |
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