CN108447552A - The edit methods of retinal vessel and the editing device of retinal vessel - Google Patents

The edit methods of retinal vessel and the editing device of retinal vessel Download PDF

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Publication number
CN108447552A
CN108447552A CN201810177973.0A CN201810177973A CN108447552A CN 108447552 A CN108447552 A CN 108447552A CN 201810177973 A CN201810177973 A CN 201810177973A CN 108447552 A CN108447552 A CN 108447552A
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China
Prior art keywords
vessel
retinal
user
mistake
retinal vessel
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CN201810177973.0A
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段孟舸
高航
段俊国
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Sichuan Healthsun Vision Pharmaceutical Technology Development Co Ltd
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Sichuan Healthsun Vision Pharmaceutical Technology Development Co Ltd
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Priority to CN201810177973.0A priority Critical patent/CN108447552A/en
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    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H30/00ICT specially adapted for the handling or processing of medical images
    • G16H30/40ICT specially adapted for the handling or processing of medical images for processing medical images, e.g. editing

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  • Health & Medical Sciences (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Radiology & Medical Imaging (AREA)
  • Engineering & Computer Science (AREA)
  • Epidemiology (AREA)
  • General Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Primary Health Care (AREA)
  • Public Health (AREA)
  • Eye Examination Apparatus (AREA)

Abstract

The embodiment of the present invention discloses a kind of edit methods of retinal vessel, and the edit methods include:Obtain the testing result of retinal vessel;In the case where the testing result is the retinal vessel in the presence of mistake, the retinal vessel of the mistake is shown to user, and issue the user with prompt message;Obtain feedback information of the user based on the prompt message;Based on the feedback information to the retinal vessel of the mistake into edlin, to obtain edited retinal vessel.The embodiment of the invention also discloses a kind of editing devices of retinal vessel.It is automatically positioned by the retinal vessel to mistake and is highlighted on the current window of user, user can be to retinal vessel into edlin by shirtsleeve operation, to reach the technique effect quickly and accurately repaired to retinal images, it is easy to operate, reduce amount of user effort, the working efficiency of user is improved, and improves the accuracy of retinal vascular images.

Description

The edit methods of retinal vessel and the editing device of retinal vessel
Technical field
The present invention relates to field of medical device, and in particular, to the edit methods and one kind of a kind of retinal vessel regard The editing device of retinal vasculature.
Background technology
With the continuous breakthrough of computer technology and large-scale application, the data that Medical Devices are acquired by computer Carry out pre-processing becomes industry normality with the workload for mitigating doctor, such as is taking patient's by professional medical equipment After eyeball image, computer can automatically generate retinal vessel by identifying the retinal vascular images in eyeball image Vessel centerline and vessel boundary line, and automatically generate the state of an illness information of patient by calculating.
But in actual application, due to picture contrast interference, noise jamming, algorithm errors, configuration bad adaptability The problems such as, the retinal vascular images accuracy automatically generated by computer is poor, error or mistake usually occurs, such as right The identification of blood vessel is not complete or identification omits, occurs fork, the wrong identification to avascular area domain, vessel boundary in normal blood vessel Fracture, blood vessel are wide or narrow etc., and above-mentioned error or mistake can also further influence the state of an illness information automatically generated, go forward side by side And doctor is caused the diagnosis of patient's state of an illness to be misled or diagnosed inaccurately.
For the above problem, searched manually often by doctor mistake retinal vessel, and carry out manual modification or Adjustment, to be corrected work to retinal vascular images, but since the information of retinal vessel is very more and retinal blood Pipe is often very intensive, it is therefore desirable to which doctor constantly amplifies/reduce form and shift position to search abnormal retinal blood Pipe, operation is very troublesome, on the one hand causes the workload of doctor larger, the working efficiency of doctor is influenced, on the other hand in doctor There are the influences of subjective factor during manual modification, and the result possible deviation of different doctor's manual modifications is larger, can not Meet the requirement of present scientific research and clinicing aspect for accuracy and operation complexity.
Invention content
In order to overcome cumbersome, the work of searching wrong retinal vessel in retinal vascular images in the prior art The not high technical problem of amount is big, is repaired to the retinal vessel of mistake accuracy, the present invention provide a kind of retinal blood The edit methods of pipe and a kind of editing device of retinal vessel, can to mistake retinal vessel carry out automatic Display and Prompt, and depending on the user's operation to retinal vessel into edlin to realize the reparation to retinal images, it is easy to operate, essence True property is high.
To achieve the goals above, the embodiment of the present invention provides a kind of edit methods of retinal vessel, the editing side Method includes:Obtain the testing result of retinal vessel;In the case where the testing result is the retinal vessel in the presence of mistake, The retinal vessel of the mistake is shown to user, and issues the user with prompt message;It obtains the user and is based on the prompt The feedback information of information;It is edited to obtain based on the feedback information to the retinal vessel of the mistake into edlin Retinal vessel.
Preferably, in the case of the retinal vessel that there is mistake in the testing result, described in user's displaying The retinal vessel of mistake, including:Obtain the location information of the retinal vessel of the mistake;It is read based on the location information The blood-vessel image of the retinal vessel of the mistake;Highlight the blood-vessel image.
Preferably, described to be based on the feedback information to the retinal vessel into edlin, to obtain edited regard Retinal vasculature, including:Judge whether the feedback information is to update instruction;It is to update instruction in the feedback information In the case of, delete the retinal vessel of the mistake;The operation information of user is obtained, and is generated and is compiled based on the operation information Retinal vessel after volume.
Preferably, the operation information for obtaining user, and edited retinal blood is generated based on the operation information Pipe, including:Obtain the first operation information of user;Two endpoints are obtained based on first operation information, and generate described two Correspondence between a endpoint;Obtain the second operation information of user;Based on second operation information to the corresponding pass System is adjusted, to generate vessel centerline;Edited retinal vessel is generated based on the vessel centerline.
Preferably, described that the correspondence is adjusted based on second operation information, to generate blood vessel center Line, including:The correspondence is adjusted based on second operation information, to obtain pre-generatmg vessel centerline;It obtains Take the third operation information at family;The pre-generatmg vessel centerline is optimized based on the third operation information, with life At the vessel centerline.
Correspondingly, the embodiment of the present invention also provides a kind of editing device of retinal vessel, the editing device includes:Inspection Survey result acquisition module, the testing result for obtaining retinal vessel;Reminding module, for being to exist in the testing result In the case of the retinal vessel of mistake, the retinal vessel of the mistake is shown to user, and issues the user with prompt message; Feedback information acquisition module, for obtaining feedback information of the user based on the prompt message;Editor module, for being based on The feedback information to the retinal vessel of the mistake into edlin, to obtain edited retinal vessel.
Preferably, the reminding module includes:Position acquisition submodule, the retinal vessel for obtaining the mistake Location information;Reading submodule, the blood-vessel image of the retinal vessel for reading the mistake based on the location information;It is aobvious Show submodule, for highlighting the blood-vessel image.
Preferably, the editor module includes:Judging submodule, for judging whether the feedback information is to update Instruction;Submodule is deleted, in the case where the feedback information is to update instruction, deleting the retina of the mistake Blood vessel;Submodule, the operation information for obtaining user are operated, and edited retinal blood is generated based on the operation information Pipe.
Preferably, the operation submodule includes:First operation acquisition submodule, the first operation letter for obtaining user Breath;First generates submodule, for obtaining two endpoints based on first operation information, and generates between described two endpoints Correspondence;Second operation acquisition submodule, the second operation information for obtaining user;Second generates submodule, is used for The correspondence is adjusted based on second operation information, to generate vessel centerline;Angiogenesis submodule is used In based on the edited retinal vessel of vessel centerline generation.
Preferably, the second generation submodule includes:Submodule is adjusted, for being based on second operation information to institute It states correspondence to be adjusted, to obtain pre-generatmg vessel centerline;Third operation obtains sub- modulus block, for obtaining user's Third operation information;Optimize submodule, it is excellent for being carried out to the pre-generatmg vessel centerline based on the third operation information Change, to generate the vessel centerline.
On the other hand, the present invention also provides a kind of computer readable storage medium, it is stored thereon with computer program, the journey Method provided by the invention is realized when sequence is executed by processor.
The technical solution provided through the invention, the present invention at least have the following technical effect that:
By obtaining the error message of the retinal vessel detected, and the retinal blood of corresponding mistake is got in turn The location information of pipe, according to the retinal vessel of the quick Wrong localization of the location information and by mistake retinal vessel information pair User carries out automatic Display and prompt, greatly reduces the time that user searches and wrongheaded retinal vessel is spent, The previous work amount for reducing user, improves the working efficiency of user;User only needs to carry out shirtsleeve operation, energy simultaneously Automatically and quickly the retinal vessel of mistake is updated or changed by computer, is correctly regarded with regenerating Retinal vasculature image, therefore in the case where further improving the working efficiency of user, also improve the retinal blood of generation The accuracy of pipe image improves the accuracy of condition-inference.
The other feature and advantage of the embodiment of the present invention will be described in detail in subsequent specific embodiment part.
Description of the drawings
Attached drawing is further understood to the embodiment of the present invention for providing, an and part for constitution instruction, under The specific implementation mode in face is used to explain the embodiment of the present invention together, but does not constitute the limitation to the embodiment of the present invention.Attached In figure:
Fig. 1 is the specific implementation flow chart of the edit methods of retinal vessel provided in an embodiment of the present invention;
Fig. 2 be retinal vessel provided in an embodiment of the present invention edit methods in mistake retinal vessel carry out figure Show the schematic diagram of display;
Fig. 3 be another embodiment of the present invention provide retinal vessel edit methods in mistake retinal vessel into The schematic diagram of row diagram display;
Fig. 4 be yet another embodiment of the invention provide retinal vessel edit methods in mistake retinal vessel into The schematic diagram of row diagram display;
Fig. 5 be retinal vessel provided in an embodiment of the present invention edit methods in input two in current retinal area The schematic diagram of a endpoint;
Fig. 6 be another embodiment of the present invention provide retinal vessel edit methods in it is defeated in current retinal area Enter the schematic diagram of two endpoints;
Fig. 7 be retinal vessel provided in an embodiment of the present invention edit methods in based on two endpoints of user's operation pair it Between the schematic diagram that is adjusted of correspondence;
Fig. 8 be retinal vessel provided in an embodiment of the present invention edit methods in based on two endpoints of user's operation pair it Between the schematic diagram that is advanced optimized of correspondence;
Fig. 9 is the structural schematic diagram of the editing device of retinal vessel provided in an embodiment of the present invention.
Specific implementation mode
In order to overcome cumbersome, the work of searching wrong retinal vessel in retinal vascular images in the prior art The not high technical problem of amount is big, is repaired to the retinal vessel of mistake accuracy, the present invention provide a kind of retinal blood The edit methods of pipe and a kind of editing device of retinal vessel can show and prompt automatically the retinal vessel of mistake, And depending on the user's operation to retinal vessel into edlin, the reparation to realization to retinal images is easy to operate, accurately Property it is high.
The specific implementation mode of the embodiment of the present invention is described in detail below in conjunction with attached drawing.It should be understood that this The described specific implementation mode in place is merely to illustrate and explain the present invention embodiment, is not intended to restrict the invention embodiment.
Term " system " and " network " in the embodiment of the present invention can be used interchangeably." multiple " refer to two or two with On, in consideration of it, " multiple " can also be interpreted as " at least two " in the embodiment of the present invention."and/or" describes affiliated partner Incidence relation indicates may exist three kinds of relationships, for example, A and/or B, can indicate:Individualism A exists simultaneously A and B, single Solely there are these three situations of B.In addition, character "/", unless otherwise specified, it is a kind of "or" to typically represent forward-backward correlation object Relationship.In addition, it is necessary to understand, in the description of the embodiment of the present invention, the vocabulary such as " first ", " second " are only used for distinguishing The purpose of description, is not understood to indicate or imply relative importance, can not be interpreted as instruction or hint sequence.
Fig. 1 is referred to, the embodiment of the present invention provides a kind of edit methods of retinal vessel, and the edit methods include:
S10 the testing result of retinal vessel) is obtained;
S20) in the case where the testing result has the retinal vessel of mistake, regarding for the mistake is shown to user Retinal vasculature, and issue the user with prompt message;
S30 the feedback information of the user based on the prompt message) is obtained;
S40) based on the feedback information to the retinal vessel of the mistake into edlin, to obtain edited view Film blood vessel.
In a kind of possible embodiment, computer is after automatically generating the image of retinal vessel, according to preset Program is detected the retinal vascular images, and generates corresponding testing result, such as can generate current retinal blood There is the testing result of the retinal vessel of mistake and feed back to user in pipe image, further, can also be in the feedback result Include that position and the number information of the retinal vessel of mistake are automatically generated detecting in embodiments of the present invention In the case of the retinal images that there is mistake in retinal vascular images, there is the detection knot of mistake to user feedback in computer Fruit, while the retina of the quantity of the retinal vessel comprising mistake in the feedback result, reference numeral and each mistake The location information of blood vessel, at this time computer forward sight is worked as by what the retinal vessel of mistake was illustrated in computer according to the feedback result In window, and operation indicating is issued the user with, user observes or checks to the retinal vessel of current window, to confirm the mistake Whether retinal vessel accidentally belongs to the detection error of computer, and is fed back to computer according to operation indicating, computer Modified to the retinal vessel of mistake according to the feedback, to quickly, it is simple, accurately retinal vessel is compiled Volume, the working efficiency of user is promoted, the accuracy of the retinal vessel of generation is promoted.
In embodiments of the present invention, in the case where the testing result has the retinal vessel of mistake, to user's exhibition Show the retinal vessel of the mistake, including:Obtain the location information of the retinal vessel of the mistake;Believed based on the position Breath reads the blood-vessel image of the retinal vessel of the mistake;Highlight the blood-vessel image.
In a kind of possible embodiment, Fig. 2 is referred to, is the feelings in the presence of the retinal vessel of mistake in testing result Under condition, computer gets the location information of the retinal vessel for the mistake that number is 23 from testing result, and according to the position Confidence breath reads the blood-vessel image of the retinal vessel of the mistake, then by the retinal blood for the mistake for being 23 comprising the number The image-region of pipe image be amplified in current window it is full frame, to be highlighted in current window.In the embodiment of the present invention In, Fig. 3 is referred to, after reading the blood-vessel image of retinal vessel of the mistake according to the location information, computer may be used also With by some corner of current window, such as an Overlapping display window is arranged in the upper right corner, to be individually 29 to number The retinal vessel of mistake is highlighted;In embodiments of the present invention, Fig. 4 is referred to, is read according to the location information To after the blood-vessel image of the retinal vessel of the mistake, computer can also be by the retinal vessel for the mistake for being 31 comprising number The image-region of image is amplified to full frame in current window, while in some corner of current window, such as the upper left corner is to whole A retinal vascular images are look at entirely, while marking position letter of the current amplification form on entire retinal vascular images Breath.
In embodiments of the present invention, it can also be carried out by the edge line of the retinal vessel of mistake in a manner of highlighted Highlight (not shown), with assist user further identify the mistake retinal vessel details, prevent when current User can not understand the retinal vessel for correctly distinguishing and currently needing to check when the retinal vessel of form is more, to reduce The identification error of user, promotes the accuracy of user's identification, and further promotes user experience.
Work as forward sight by obtaining the location information of the retinal vascular images of mistake automatically and being highlighted on user It in window, therefore does not need user and continuous manual amplification/diminution action is carried out to entire retinal images, and constantly movement is worked as Transparent part for front sight is greatly improved with the position of continuous transformation observation to reduce the workload checked a large amount of early period for user The working efficiency of user;Further, position currently is highlighted in entire retinal blood since user also can intuitively see Localization region on pipe image, therefore the user that is more convenient for grasps the inspection situation to entire retinal vascular images, avoids the occurrence of The case where missing inspection, while when observing each lesion, the position of lesion can be more accurately obtained, more conducively to disease The accurate analysis of feelings, improves the accuracy to condition-inference.
In embodiments of the present invention, after the retinal vascular images of mistake are highlighted on user's current window, meter Calculation machine issues the user with prompt message, such as can be query message, to inquire whether the user needs to the retina to the mistake Vessel graph image is updated, and user is by observing highlighted retinal vascular images, so as to determine that this is regarded Whether retinal vasculature image is the retinal vessel of mistake, and is fed back to the query message, such as user is sent out by observing The wrong retinal vessel of existing current window is strictly the retinal vessel of mistake, and the detection error of computer may be not present, because This feeds back the instruction updated to the retinal vessel of mistake to computer.
In embodiments of the present invention, by after detecting retinal vascular images, by the retinal blood of detected error Pipe image is highlighted in the current window of user, and asks the user whether to be updated, that is, is automatically generating detection As a result and to mistake retinal vessel update before, further include user confirm link, so as to avoid because Wrong identification caused by computer identification error ensure that the accuracy of testing result, improve control of the user to testing result Degree, therefore through the embodiment of the present invention, it can be in the case of the workload that significantly optimization user examines early period, moreover it is possible into one Step promotes the accuracy of testing result, improves the working efficiency of user, increases degree of control of the user for testing result, protects The accuracy in the retinal vessel being subsequently generated is demonstrate,proved.
In embodiments of the present invention, described to be based on the feedback information to the retinal vessel into edlin, to obtain Edited retinal vessel, including:Judge whether the feedback information is to update instruction;Attach most importance in the feedback information In the case that new edited instructs, the retinal vessel of the mistake is deleted;The operation information of user is obtained, and is based on the operation Information generates edited retinal vessel.
Further, in embodiments of the present invention, the operation information for obtaining user, and given birth to based on the operation information At edited retinal vessel, including:Obtain the first operation information of user;Two are obtained based on first operation information Endpoint, and generate the correspondence between described two endpoints;Obtain the second operation information of user;Based on second operation Information is adjusted the correspondence, to generate vessel centerline;Edited regard is generated based on the vessel centerline Retinal vasculature.
Fig. 5 is referred to, in a kind of possible embodiment, after the retinal vessel of deletion error, user is current Retinal area operated, such as two points are inputted in current retinal area by mouse, in the embodiment of the present invention In, user clicks successively on two breakpoints by the center line of the normal retinal in disconnection, thus to calculating Machine inputs two endpoints D1 and D2.
Refer to Fig. 6, due to the form of retinal vessel have it is a variety of, such as it is in embodiments of the present invention, wrong deleting After retinal vessel accidentally, there is only a retinal vessel in current retinal area, then user can be existed by mouse The breakpoint of the center line of current retinal vessel and any point in current retinal area are clicked, thus to calculating Machine inputs two endpoints D3 and D4, and is not limited to have to be arranged on the breakpoint of the center line of two retinal vessels Endpoint.Therefore in embodiments of the present invention, after the retinal vessel of deletion error, user can be according to actual needs current Two endpoints are arranged, into edlin, should all belong to the protection of the present invention to retinal vessel in any position of retinal area Range is not done excessively repeat herein.
Fig. 7 is referred to, after obtaining two endpoints, computer automatically generates the correspondence between two endpoints and drafting In current retinal area, such as connection straight line, junction curve or the point set etc. to join two endpoints are automatically generated, in this hair In bright embodiment, the described correspondence can also Overlapping display be in current retinal area and simultaneously by way of virtually showing It is not plotted in actually in current retinal area, to assist user to check, should all belong to the scope of protection of the present invention. Further, computer obtains the second operation of user, such as user inputs a point by mouse in current retinal area D5 is to be adjusted the correspondence of generation as control point, and according to control point D5, to generate vessel centerline and show Show in current retinal area.
Computer automatically generates corresponding vessel boundary line according to the vessel centerline of generation, to generate edited regard Retinal vasculature.
In embodiments of the present invention, user only needs that weight can be carried out to the retinal vessel of mistake by shirtsleeve operation New edited further reduces the workload of user, the working efficiency of user is improved, while in editing process, due to blood Tube edges line is automatically generated according to vessel centerline, thus be excluded that the subjective bias that user hand drawn is brought, ensure that The accuracy of retinal vessel editor improves the accuracy of retinal vascular images.
In embodiments of the present invention, described that the correspondence is adjusted based on second operation information, with life At vessel centerline, including:The correspondence is adjusted based on second operation information, to obtain pre-generatmg blood vessel Center line;Obtain the third operation information of user;The pre-generatmg vessel centerline is carried out based on the third operation information Optimization, to generate the vessel centerline.
Fig. 8 is referred to, in another possible embodiment, by inputting correspondence described in a dominating pair of vertices It is still inconsistent with the form of blood vessels present to be adjusted the pre-generatmg vessel centerline obtained afterwards, therefore it is defeated to obtain user The third operation information entered, such as user input the second control point D6 by mouse, and according to control point D6 to the pre-generatmg Vessel centerline is further adjusted, and to obtain vessel centerline, and is shown in current retinal area.
In embodiments of the present invention, it is based on same principle, user can be according to actual demand in current retinal area The middle any number of control point of addition, to repeatedly be adjusted to the correspondence, so that the blood vessel center generated The form of line and current retinal vessel is more in line with, and should all belong to the scope of the present invention, does not do excessively repeating herein.
In embodiments of the present invention, vessel centerline is adjusted by shirtsleeve operation so that in the blood vessel of generation The form of heart line and blood vessels present has better consistency, to ensure that the accuracy of vessel centerline drafting, improves The degree of freedom of user's operation, while further improving the accuracy of the vessel boundary line generated in follow-up work.
The editing device for being provided for the embodiments of the invention retinal vessel below in conjunction with the accompanying drawings illustrates.
Fig. 9 is referred to, same inventive concept is based on, the embodiment of the present invention provides a kind of editing device of retinal vessel, The editing device includes:Testing result acquisition module, the testing result for obtaining retinal vessel;Reminding module is used for In the case where the testing result is the retinal vessel in the presence of mistake, the retinal vessel of the mistake is shown to user, And issue the user with prompt message;Feedback information acquisition module, for obtaining feedback of the user based on the prompt message Information;Editor module is used for based on the feedback information to the retinal vessel of the mistake into edlin, after being edited Retinal vessel.
In embodiments of the present invention, the reminding module includes:Position acquisition submodule, for obtaining regarding for the mistake The location information of retinal vasculature;Reading submodule, the retinal vessel for reading based on the location information mistake Blood-vessel image;Display sub-module, for highlighting the blood-vessel image.
In embodiments of the present invention, the editor module includes:Judging submodule, for whether judging the feedback information To update instruction;Submodule is deleted, in the case where the feedback information is to update instruction, deleting the mistake Retinal vessel accidentally;Operate submodule, the operation information for obtaining user, and based on the operation information generate editor after Retinal vessel.
In embodiments of the present invention, the operation submodule includes:First operation acquisition submodule, for obtaining user's First operation information;First generates submodule, for obtaining two endpoints based on first operation information, and generates described two Correspondence between a endpoint;Second operation acquisition submodule, the second operation information for obtaining user;Second generates son Module is adjusted the correspondence for being based on second operation information, to generate vessel centerline;Angiogenesis Submodule, for generating edited retinal vessel based on the vessel centerline.
In embodiments of the present invention, the second generation submodule includes:Submodule is adjusted, for being grasped based on described second Make information to be adjusted the correspondence, to obtain pre-generatmg vessel centerline;Third operation obtains sub- modulus block, is used for Obtain the third operation information of user;Optimize submodule, for being based on the third operation information in the pre-generatmg blood vessel Heart line optimizes, to generate the vessel centerline.
Further, the embodiment of the present invention also provides a kind of computer readable storage medium, is stored thereon with computer journey Sequence, the program realize method of the present invention when being executed by processor.
The optional embodiment of the embodiment of the present invention is described in detail above in association with attached drawing, still, the embodiment of the present invention is simultaneously The detail being not limited in the above embodiment can be to of the invention real in the range of the technology design of the embodiment of the present invention The technical solution for applying example carries out a variety of simple variants, these simple variants belong to the protection domain of the embodiment of the present invention.
It is further to note that specific technical features described in the above specific embodiments, in not lance In the case of shield, it can be combined by any suitable means.In order to avoid unnecessary repetition, the embodiment of the present invention pair Various combinations of possible ways no longer separately illustrate.
It will be appreciated by those skilled in the art that it is that can pass through to implement the method for the above embodiments Program is completed to instruct relevant hardware, which is stored in a storage medium, including some instructions are used so that single Piece machine, chip or processor (processor) execute all or part of step of each embodiment the method for the application.And it is preceding The storage medium stated includes:USB flash disk, mobile hard disk, read-only memory (ROM, Read-Only Memory), random access memory The various media that can store program code such as (RAM, Random Access Memory), magnetic disc or CD.
In addition, arbitrary combination can also be carried out between a variety of different embodiments of the embodiment of the present invention, as long as it is not The thought of the embodiment of the present invention is violated, disclosure of that of the embodiment of the present invention is equally should be considered as.

Claims (11)

1. a kind of edit methods of retinal vessel, which is characterized in that the edit methods include:
Obtain the testing result of retinal vessel;
In the case where the testing result is the retinal vessel in the presence of mistake, the retinal blood of the mistake is shown to user Pipe, and issue the user with prompt message;
Obtain feedback information of the user based on the prompt message;
Based on the feedback information to the retinal vessel of the mistake into edlin, to obtain edited retinal vessel.
2. edit methods according to claim 1, which is characterized in that the view that there is mistake in the testing result In the case of film blood vessel, the retinal vessel of the mistake is shown to user, including:
Obtain the location information of the retinal vessel of the mistake;
The blood-vessel image of the retinal vessel of the mistake is read based on the location information;
Highlight the blood-vessel image.
3. edit methods according to claim 1, which is characterized in that described to be based on the feedback information to the retina Blood vessel is into edlin, to obtain edited retinal vessel, including:
Judge whether the feedback information is to update instruction;
In the case where the feedback information is to update instruction, the retinal vessel of the mistake is deleted;
The operation information of user is obtained, and edited retinal vessel is generated based on the operation information.
4. edit methods according to claim 3, which is characterized in that the operation information for obtaining user, and it is based on institute It states operation information and generates edited retinal vessel, including:
Obtain the first operation information of user;
Two endpoints are obtained based on first operation information, and generate the correspondence between described two endpoints;
Obtain the second operation information of user;
The correspondence is adjusted based on second operation information, to generate vessel centerline;
Edited retinal vessel is generated based on the vessel centerline.
5. edit methods according to claim 4, which is characterized in that described to be based on second operation information to described right It should be related to and be adjusted, to generate vessel centerline, including:
The correspondence is adjusted based on second operation information, to obtain pre-generatmg vessel centerline;
Obtain the third operation information of user;
The pre-generatmg vessel centerline is optimized based on the third operation information, to generate the vessel centerline.
6. a kind of editing device of retinal vessel, which is characterized in that the editing device includes:
Testing result acquisition module, the testing result for obtaining retinal vessel;
Reminding module is used in the case where the testing result is the retinal vessel in the presence of mistake, described in user's displaying The retinal vessel of mistake, and issue the user with prompt message;
Feedback information acquisition module, for obtaining feedback information of the user based on the prompt message;
Editor module is used for based on the feedback information to the retinal vessel of the mistake into edlin, after being edited Retinal vessel.
7. editing device according to claim 6, which is characterized in that the reminding module includes:
Position acquisition submodule, the location information of the retinal vessel for obtaining the mistake;
Reading submodule, the blood-vessel image of the retinal vessel for reading the mistake based on the location information;
Display sub-module, for highlighting the blood-vessel image.
8. editing device according to claim 6, which is characterized in that the editor module includes:
Judging submodule, for judging whether the feedback information is to update instruction;
Submodule is deleted, in the case where the feedback information is to update instruction, deleting the retina of the mistake Blood vessel;
Submodule, the operation information for obtaining user are operated, and edited retinal blood is generated based on the operation information Pipe.
9. editing device according to claim 8, which is characterized in that the operation submodule includes:
First operation acquisition submodule, the first operation information for obtaining user;
First generate submodule, for based on first operation information obtain two endpoints, and generate described two endpoints it Between correspondence;
Second operation acquisition submodule, the second operation information for obtaining user;
Second generates submodule, is adjusted to the correspondence for being based on second operation information, to generate blood vessel Center line;
Angiogenesis submodule, for generating edited retinal vessel based on the vessel centerline.
10. editing device according to claim 9, which is characterized in that described second, which generates submodule, includes:
Submodule is adjusted, the correspondence is adjusted for being based on second operation information, to obtain pre-generatmg blood Tube hub line;
Third operation obtains sub- modulus block, the third operation information for obtaining user;
Optimize submodule, the pre-generatmg vessel centerline is optimized for being based on the third operation information, to generate The vessel centerline.
11. a kind of computer readable storage medium, is stored thereon with computer program, which is characterized in that the program is by processor The method described in any one of claim 1-5 claims is realized when execution.
CN201810177973.0A 2018-03-05 2018-03-05 The edit methods of retinal vessel and the editing device of retinal vessel Pending CN108447552A (en)

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Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110349653A (en) * 2019-07-15 2019-10-18 杭州依图医疗技术有限公司 Display methods, equipment and the storage medium of image analysing computer data
CN110473609A (en) * 2019-07-31 2019-11-19 上海联影智能医疗科技有限公司 Medical image edit methods, device, computer equipment and readable storage medium storing program for executing

Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102014731A (en) * 2008-04-08 2011-04-13 新加坡国立大学 Retinal image analysis systems and methods
CN102819823A (en) * 2012-01-12 2012-12-12 北京理工大学 Method for tracking and extracting blood vessels from angiography image full-automatically
CN103679801A (en) * 2013-12-01 2014-03-26 北京航空航天大学 Angiocarpy three-dimensional reconstruction method based on multi-view X-ray film
CN105243669A (en) * 2015-10-15 2016-01-13 四川和生视界医药技术开发有限公司 Method for automatically identifying and distinguishing eye fundus images
US20160345819A1 (en) * 2015-05-27 2016-12-01 The Regents Of The University Of Michigan Optic disc detection in retinal autofluorescence images
CN106815853A (en) * 2016-12-14 2017-06-09 海纳医信(北京)软件科技有限责任公司 To the dividing method and device of retinal vessel in eye fundus image
CN106920282A (en) * 2015-12-25 2017-07-04 中国科学院深圳先进技术研究院 The edit methods and system of a kind of blood vessel mathematical model
CN107544736A (en) * 2017-05-31 2018-01-05 上海联影医疗科技有限公司 Medical image processing method and equipment

Patent Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102014731A (en) * 2008-04-08 2011-04-13 新加坡国立大学 Retinal image analysis systems and methods
CN102819823A (en) * 2012-01-12 2012-12-12 北京理工大学 Method for tracking and extracting blood vessels from angiography image full-automatically
CN103679801A (en) * 2013-12-01 2014-03-26 北京航空航天大学 Angiocarpy three-dimensional reconstruction method based on multi-view X-ray film
US20160345819A1 (en) * 2015-05-27 2016-12-01 The Regents Of The University Of Michigan Optic disc detection in retinal autofluorescence images
CN105243669A (en) * 2015-10-15 2016-01-13 四川和生视界医药技术开发有限公司 Method for automatically identifying and distinguishing eye fundus images
CN106920282A (en) * 2015-12-25 2017-07-04 中国科学院深圳先进技术研究院 The edit methods and system of a kind of blood vessel mathematical model
CN106815853A (en) * 2016-12-14 2017-06-09 海纳医信(北京)软件科技有限责任公司 To the dividing method and device of retinal vessel in eye fundus image
CN107544736A (en) * 2017-05-31 2018-01-05 上海联影医疗科技有限公司 Medical image processing method and equipment

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
高旭: ""眼底图像血管分割方法研究与实现"", 《中国优秀硕士论文全文数据库 信息科技辑》 *

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110349653A (en) * 2019-07-15 2019-10-18 杭州依图医疗技术有限公司 Display methods, equipment and the storage medium of image analysing computer data
CN110473609A (en) * 2019-07-31 2019-11-19 上海联影智能医疗科技有限公司 Medical image edit methods, device, computer equipment and readable storage medium storing program for executing
CN110473609B (en) * 2019-07-31 2023-06-27 上海联影智能医疗科技有限公司 Medical image editing method, medical image editing device, computer equipment and readable storage medium

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