CN108803994A - The management method of retinal vessel and the managing device of retinal vessel - Google Patents
The management method of retinal vessel and the managing device of retinal vessel Download PDFInfo
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- CN108803994A CN108803994A CN201810611522.3A CN201810611522A CN108803994A CN 108803994 A CN108803994 A CN 108803994A CN 201810611522 A CN201810611522 A CN 201810611522A CN 108803994 A CN108803994 A CN 108803994A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
- G06F3/048—Interaction techniques based on graphical user interfaces [GUI]
- G06F3/0484—Interaction techniques based on graphical user interfaces [GUI] for the control of specific functions or operations, e.g. selecting or manipulating an object, an image or a displayed text element, setting a parameter value or selecting a range
- G06F3/04842—Selection of displayed objects or displayed text elements
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
- G06F3/048—Interaction techniques based on graphical user interfaces [GUI]
- G06F3/0484—Interaction techniques based on graphical user interfaces [GUI] for the control of specific functions or operations, e.g. selecting or manipulating an object, an image or a displayed text element, setting a parameter value or selecting a range
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
- G06F3/048—Interaction techniques based on graphical user interfaces [GUI]
- G06F3/0484—Interaction techniques based on graphical user interfaces [GUI] for the control of specific functions or operations, e.g. selecting or manipulating an object, an image or a displayed text element, setting a parameter value or selecting a range
- G06F3/04845—Interaction techniques based on graphical user interfaces [GUI] for the control of specific functions or operations, e.g. selecting or manipulating an object, an image or a displayed text element, setting a parameter value or selecting a range for image manipulation, e.g. dragging, rotation, expansion or change of colour
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- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H30/00—ICT specially adapted for the handling or processing of medical images
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Abstract
The present invention discloses a kind of management method of retinal vessel, and this method includes：The classification information of retinal vessel in retinal images is obtained, wherein retinal vessel has the retinal vessel markup information based on classification information；The selection instruction of user is obtained, and corresponding retinal vessel is selected as selected retinal vessel based on selection instruction；The operation information for obtaining user carries out operation to selected retinal vessel based on operation information and generates update classification information；Delete the retinal vessel markup information based on classification information；Retinal vessel is ranked up to obtain ranking results based on update classification information；Retinal vessel is marked again based on ranking results.Invention additionally discloses a kind of managing devices of retinal vessel.User carries out edit operation by easy operating method to there is the retinal vessel of mistake or deviation, is fast, accurately managed with realizing, improves the accuracy identified to retinal vessel, improve work efficiency.
Description
Technical field
The present invention relates to medical diagnostic fields, the management method more particularly to a kind of retinal vessel and a kind of retina
The managing device of blood vessel.
Background technology
With the continuous development of modern medicine, the achievable function of medical instrument is being on the increase, at the same accuracy of detection with
And detectable depth is also being continuously improved.
In modern medical diagnosis field, high-precision take pictures to obtain patient's eye can be carried out by the eyes to patient
The image at each position, such as retinal images, doctor can carry out more the retina of patient by amplifying retinal images
Detailed observation determines the state of an illness of patient.
Further, with the continuous development of computer technology, each medical institutions also carry out information-based upgrading continuous,
Such as the retinal images for acquisition of taking pictures can be converted to numerical data and be transmitted directly to by LAN or Wide Area Network
Related doctor, to carry out the diagnosis of the state of an illness.In the prior art, doctor can pass through calculating after receiving retinal images
Machine carries out image recognition to retinal images, and is quickly obtained the retinal vessel on retinal images, to improve doctor's
Working efficiency.But in actual application, due to there is retinal vessel largely staggeredly in the retina of human body, because
Often there is a large amount of mistake or deviation in the retinal vascular images that this computer automatically generates, identification accuracy is low, while each
Retinal vessel is interspersed, and causes great puzzlement for observation, management and the condition-inference of doctor, reduces user
Experience.
Invention content
In order to overcome the identification accuracy of retinal vessel in the prior art low, pipe is carried out to the retinal vessel identified
The technical problem that the difficulty of reason is big, the efficiency of management is low, the present invention provide a kind of management method of retinal vessel and a kind of view
The managing device of film blood vessel, management method using the present invention and device, user can be to existing by easy operating method
The retinal vessel of mistake or deviation carries out edit operation, and fast, accurately retinal vessel management may be implemented, and improves pair
The accuracy of retinal vessel identification, improves work efficiency.
To achieve the goals above, the present invention provides a kind of management method of retinal vessel, and the management method includes：
The classification information of retinal vessel in retinal images is obtained, wherein the retinal vessel has based on the classification information
Retinal vessel markup information；The selection instruction of user is obtained, and corresponding retinal vessel is selected based on the selection instruction
As selected retinal vessel；The operation information of user is obtained, and based on the operation information to the selected retinal vessel
It is operated, to generate update classification information；Delete the retinal vessel markup information based on the classification information；Based on described
Update classification information is ranked up to obtain ranking results the retinal vessel；Based on the ranking results to the view
Film blood vessel is marked again.
Preferably, the classification information includes at least one of following message：The blood vessel classification of the retinal vessel
Information, the location information of the retinal vessel, the caliber information of the retinal vessel and regarding under each blood vessel classification
The quantity information of retinal vasculature.
Preferably, the selection instruction includes any one in clicking operation, slide, operation of drawing a circle, and obtains and uses
The selection instruction at family includes：Obtain the once-through operation or multi-pass operation of user；It is described that corresponding view is selected based on selection instruction
Film blood vessel, which is used as, selectes retinal vessel, including：It is selected described in the conduct of at least one retinal vessel based on the selection instruction
Selected retinal vessel.
Preferably, the operation information for obtaining user, and based on the operation information to the selected retinal vessel
It is operated, to generate update classification information, including：The action type of user is judged according to the operation information；In the behaviour
It is to obtain the blood vessel classification information that user specifies, and believe based on the blood vessel classification in the case of changing blood vessel classification to make type
Breath modifies to the blood vessel classification of the selected retinal vessel；In the case where the action type is to delete blood vessel, delete
Except the selected retinal vessel；In the case where the action type is addition blood vessel, the addition instruction of user, and base are obtained
New addition blood vessel is generated in the retinal images in addition instruction, while it is specified for new addition blood vessel to obtain user
Blood vessel classification information, and be the specified blood vessel classification of the new addition blood vessel based on the classification information；Again it is regarded described in statistics
The blood vessel classification information of retinal vasculature, the location information of the retinal vessel, the retinal vessel caliber information and
The quantity information of retinal vessel under each blood vessel classification, and the information after counting again is classified as the update and is believed
Breath.
Preferably, the blood vessel classification information includes vein blood vessel, arteries and unidentified retinal vessel, described
The retinal vessel is ranked up based on the update classification information to obtain ranking results, including：Based on the caliber
Information according to caliber size sequentially respectively in the vein blood vessel each blood vessel and to each blood in arteries
Pipe is ranked up, and obtains ranking results.
Preferably, described that the retinal vessel is marked again based on the ranking results, including：Based on described
Ranking results obtain effective vein blood vessel of preset quantity and effective arteries respectively according to the sequence of caliber from big to small；
Blood vessel in the retinal vessel in addition to effective vein blood vessel and effective arteries is determined as unidentified
Retinal vessel；Obtain user mark instruction, and based on the mark instruction to effective vein blood vessel, it is described effectively move
Arteries and veins blood vessel and the unidentified retinal vessel carry out difference mark.
Correspondingly, the present invention also provides a kind of managing device of retinal vessel, the managing device includes：It obtains single
Member, the classification information for obtaining retinal vessel in retinal images, wherein the retinal vessel has based on described point
The retinal vessel markup information of category information；Selected unit, the selection instruction for obtaining user, and it is based on the selection instruction
Selected corresponding retinal vessel is as selected retinal vessel；Updating unit, the operation information for obtaining user, and be based on
The operation information operates the selected retinal vessel, to generate update classification information；Deleting unit, for deleting
Retinal vessel markup information based on the classification information；Sequencing unit, for being based on the update classification information to described
Retinal vessel is ranked up to obtain ranking results；Unit is marked, for being based on the ranking results to the retinal blood
Pipe is marked again.
Preferably, the classification information includes at least one of following message：The blood vessel classification of the retinal vessel
Information, the location information of the retinal vessel, the caliber information of the retinal vessel and regarding under each blood vessel classification
The quantity information of retinal vasculature.
Preferably, the selection instruction includes any one in clicking operation, slide, operation of drawing a circle, described to obtain
The selection instruction for taking family includes：Obtain the once-through operation or multi-pass operation of user；It is described to be based on selected pair of the selection instruction
The retinal vessel answered, which is used as, selectes retinal vessel, including：At least one retinal vessel is selected based on the selection instruction
As the selected retinal vessel.
Preferably, the updating unit includes：Judgment module, the operation class for judging user according to the operation information
Type；Modified module, in the case where the action type is modification blood vessel classification, obtaining the blood vessel classification letter that user specifies
Breath, and modified to the blood vessel classification of the selected retinal vessel based on the blood vessel classification information；Removing module is used for
In the case where the action type is to delete blood vessel, the selected retinal vessel is deleted；Add module, in the behaviour
It is the addition instruction of user to be obtained in the case of adding blood vessel, and instruct in the retinal map based on the addition to make type
New addition blood vessel is generated as in, while obtaining user for the specified blood vessel classification information of new addition blood vessel, and is based on the class
Other information is that the new addition blood vessel specifies blood vessel classification；Statistical module, the blood vessel for counting the retinal vessel again
Classification information, the location information of the retinal vessel, the retinal vessel caliber information and each blood vessel classification under
Retinal vessel quantity information, and using again count after information as the update classification information.
Preferably, the blood vessel classification information includes vein blood vessel, arteries and unidentified retinal vessel, described
The retinal vessel is ranked up based on the update classification information to obtain ranking results, including：Based on the caliber
Information according to caliber size sequentially respectively in the vein blood vessel each blood vessel and to each blood in arteries
Pipe is ranked up, and obtains ranking results.
Preferably, described that the retinal vessel is marked again based on the ranking results, including：Based on described
Ranking results obtain effective vein blood vessel of preset quantity and effective arteries respectively according to the sequence of caliber from big to small；
Blood vessel in the retinal vessel in addition to effective vein blood vessel and effective arteries is determined as unidentified
Retinal vessel；Obtain user mark instruction, and based on the mark instruction to effective vein blood vessel, it is described effectively move
Arteries and veins blood vessel and the unidentified retinal vessel carry out difference mark.
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：
The accuracy of the retinal vessel gone out due to Computer Automatic Recognition is poor, retinal vessel management to identifying
Difficulty is big, therefore in the technical solution of the present invention, and user to mistake or exists on an electronic device by easy operating method
The retinal vessel of deviation carries out again into the operations such as edlin or deletion, and to the retinal vascular images after editor or deletion
Mark display, without the operations such as being screened, being identified and change manually, thus fast, accurately to retinal vessel
It is managed, improves the accuracy of the retinal vessel identified, while user being convenient for be more convenient and clearly to retina
The mark that information to be quickly obtained needs is identified in blood-vessel image or observation makes mistake, to quickly carry out condition-inference or
Image repair improves the working efficiency of user.
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 management method of retinal vessel provided by the invention；
Fig. 2 be retinal vessel provided in an embodiment of the present invention management method in select retinal vessel schematic diagram；
Fig. 3 be another embodiment of the present invention provide retinal vessel management method in select retinal vessel signal
Figure；
Fig. 4 be retinal vessel provided in an embodiment of the present invention management method in be that selected retinal vessel specifies blood
The other schematic diagram of tubing；
Fig. 5 be retinal vessel provided in an embodiment of the present invention management method in after sequence retinal vessel carry out
Distinguish the schematic diagram of mark；
Fig. 6 is the structural schematic diagram of the managing device of retinal vessel provided by the invention.
Specific implementation mode
In order to overcome the identification accuracy of retinal vessel in the prior art low, pipe is carried out to the retinal vessel identified
The technical problem that the difficulty of reason is big, the efficiency of management is low, the present invention provides a kind of management method of retinal vessel and one kind regards
The managing device of retinal vasculature, management method using the present invention and device, user can be to depositing by easy operating method
Edit operation is carried out in the retinal vessel of mistake or deviation, is fast, accurately managed, is improved to retinal vessel with realizing
The accuracy of identification, improves work efficiency.
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 present invention provides a kind of management method of retinal vessel, and the management method includes：
S10 the classification information of retinal vessel in retinal images) is obtained, wherein the retinal vessel, which has, is based on institute
State the retinal vessel markup information of classification information；
S20 the selection instruction of user) is obtained, and corresponding retinal vessel is selected as selected based on the selection instruction
Retinal vessel；
S30 the operation information of user) is obtained, and the selected retinal vessel is grasped based on the operation information
Make, to generate update classification information；
S40 the retinal vessel markup information based on the classification information) is deleted；
S50) retinal vessel is ranked up to obtain ranking results based on the update classification information；
S60) retinal vessel is marked again based on the ranking results.
In embodiments of the present invention, the classification information includes at least one of following message：The retinal vessel
Blood vessel classification information, the location information of the retinal vessel, the caliber information of the retinal vessel and each blood vessel
The quantity information of retinal vessel under classification.
Further, in embodiments of the present invention, the selection instruction include clicking operation, slide, operation of drawing a circle
In any one, the selection instruction for obtaining user includes：Obtain the once-through operation or multi-pass operation of user；It is described to be based on selection
The selected corresponding retinal vessel of instruction, which is used as, selectes retinal vessel, including：Based on the selection instruction selected at least one
Retinal vessel is as the selected retinal vessel.
In order to preferably be managed the retinal vessel in retinal images, Fig. 2 is referred to, in a kind of possible reality
It applies in mode, after the retinal vessel in obtaining retinal images, user observes directly computer certainly by current window
The arteries of dynamic statistics has 6 (number 1,3,5,9,10,12 in corresponding diagram), vein blood vessel have 6 (number 2 in corresponding diagram,
4,6,13,16,19), unidentified blood vessel has 7 (number 7,8,11,14,15,17,18 in corresponding diagram) and every retina
The corresponding caliber information of blood vessel, and observe in current retinal images the labeling form and mark of every retinal vessel
Position.During observation, user has found that the marking types of certain unidentified blood vessel have mistake (the unidentified blood vessel reality of this
Should be arteries), therefore the unidentified blood vessel of this is clicked to select the unidentified blood vessel of this, in subsequent observation by mouse
In the process, user has found other 3 arterial vascular marking types there is also mistake again, therefore can be by repeatedly clicking with same
Above-mentioned 3 arteries of Shi Xuanding.
Fig. 3 is referred to, in alternatively possible embodiment, user is carrying out retinal images by tablet computer
During observation, it is found that 5 blood vessels adjacent in a certain region all have mistake, therefore by directly being touched with finger
Shield the mode drawn a circle and draw a circle, drawn circle and the 5 blood vessels generation intersection that there is mistake, computer automatically will with it is drawn
Load intersection 5 blood vessels simultaneously select.It should be noted that the circle drawn by user can be the circle of rule, for example, it is round
Circle, square circle, oval circle etc., can also be irregular circle, such as the sealing ring formed by multistage line segment, should all belong to
In the protection domain of the embodiment of the present invention, does not do excessively repeat herein.
In embodiments of the present invention, user only needs to carry out quickly selected behaviour to retinal vessel by shirtsleeve operation
Make, and user can easily select a plurality of retinal vessel, greatly optimize the operating process of user, simplify the behaviour of user
Make complexity, improves the working efficiency of user, while aforesaid operations also allow user in movable equipment, such as tablet electricity
It is operated in the equipment such as brain, mobile intelligent terminal, is operated whenever and wherever possible convenient for user, further improve user's operation
Convenience, improve the working efficiency of user, improve user experience.
In embodiments of the present invention, the operation information for obtaining user, and based on the operation information to described selected
Retinal vessel is operated, to generate update classification information, including：The operation class of user is judged according to the operation information
Type；In the case where the action type is modification blood vessel classification, the blood vessel classification information that user specifies is obtained, and based on described
Blood vessel classification information modifies to the blood vessel classification of the selected retinal vessel；It is to delete blood vessel in the action type
In the case of, delete the selected retinal vessel；In the case where the action type is addition blood vessel, the addition of user is obtained
Instruction, and be based on addition instruction and generate new addition blood vessel in the retinal images, while obtaining user and being directed to and newly adding
The specified blood vessel classification information of pipe is healed, and is that the new addition blood vessel specifies blood vessel classification based on the classification information；Again
Count the blood vessel classification information of the retinal vessel, the location information of the retinal vessel, the retinal vessel pipe
The quantity information of diameter information and the retinal vessel under each blood vessel classification, and using the information after counting again as described in
Update classification information.
Fig. 4 is referred to, in a kind of possible embodiment, user has found that No. 1 and No. 3 in retinal images is moved
Practical arteries and veins blood vessel is vein blood vessel；No. 2-5 unidentified blood vessel is arteries, therefore user is selected by repeatedly clicking first
No. 1 and No. 3 arteries, and above-mentioned two arterial vascular vascular groups are appointed as vein blood vessel, such as can lead to
Click right mouse button is crossed, and selects " vein blood vessel " option in the menu option of pop-up, above-mentioned arteries is appointed as
Vein blood vessel.
In alternatively possible embodiment, user selectes No. 2-5 unidentified blood vessel by tablet computer, then leads to
Long-press current screen is crossed to pop up options menu, user selected in options menu " arteries " option with by No. 2-5 not
Identification blood vessel is appointed as arteries.After user determines completion to the screening of current retinal images, computer is according to again
The classification of determining retinal vessel and every retinal vessel counts the information of every blood vessel again, such as is regarded according to every
The classification information of retinal vasculature count again retinal vessel quantity under each classification, every retinal vessel position letter
The caliber information etc. of breath and every retinal vessel, and using the above-mentioned information counted again as update classification information.
In embodiments of the present invention, user is quickly grasped by the classification information for easily operating to retinal vessel
Make and manage, greatly optimizes the work convenience of user, improve the working efficiency of user, the user experience is improved.
In embodiments of the present invention, the blood vessel classification information includes vein blood vessel, arteries and unidentified view
Film blood vessel, it is described the retinal vessel to be ranked up based on the update classification information to obtain ranking results, including：Base
In the caliber information according to caliber size sequentially respectively in the vein blood vessel each blood vessel and to arteries
In each blood vessel be ranked up, and obtain ranking results.
Further, in embodiments of the present invention, described that weight is carried out to the retinal vessel based on the ranking results
New mark, including：Based on the ranking results, effective vein of preset quantity is obtained respectively according to the sequence of caliber from big to small
Blood vessel and effective arteries；By in the retinal vessel in addition to effective vein blood vessel and effective arteries
Blood vessel be determined as unidentified retinal vessel；The mark instruction of user is obtained, and based on mark instruction to described effective
Vein blood vessel, effective arteries and the unidentified retinal vessel carry out difference mark.
Fig. 5 is referred to, in a kind of possible embodiment, after obtaining update classification information, is classified according to the update
8 arteries of information acquisition (described 8 arterial vascular marked as 3,6,8,11,14,17,18,19) and it is described 8 it is dynamic
The corresponding caliber information of arteries and veins blood vessel be respectively 3 (1.07), 6 (1.56), 8 (1.62), 11 (1.31), 14 (1.64), 17 (1.48),
18 (1.05), 19 (0.86) carry out minor sort again according to the sequence of caliber from big to small to 8 arteries at this time, from
And obtain 8 arteries it is new be ordered as 14 (1.64), 8 (1.62), 6 (1.56), 17 (1.48), 11 (1.31), 3
(1.07), 18 (1.05), 19 (0.86), that is, obtain ranking results.At this time further, it according to ranking results, obtains effective
Arteries, it is in embodiments of the present invention, dynamic according to first 6 in sequence acquisition 8 arteries of caliber from big to small
Arteries and veins blood vessel is as effective arteries.Based on same principle, according to the update classification information obtain 7 vein blood vessels and
The corresponding caliber information of 7 vein blood vessels carries out again 7 vein blood vessels according to the sequence of caliber from big to small
Sequence, to obtain the new sequence of 7 vein blood vessels as ranking results.Further, according to ranking results, according to pipe
Preceding 6 vein blood vessels are as effective vein blood vessel in sequence acquisition 7 vein blood vessels of diameter from big to small.Due to other blood
Pipe all makees the blood vessel other than effective arteries and effective vein blood vessel temporarily not as the effective blood vessel subsequently calculated
For unidentified retinal vessel.Computer further obtains the mark instruction of user at this time, such as user's selection passes through color mark
The mode of note is labeled different classes of retinal vessel, and the edge line of different classes of retinal vessel is labeled as not
Same color, to distinctly display different classes of retinal vessel.
In embodiments of the present invention, it is that the mask method that is labeled of different classes of retinal vessel further includes but unlimited
In by the way that different line segment types (such as the types such as chain-dotted line, dotted line, solid line, bending line), color filling is arranged (by inhomogeneity
Be filled with different colours in other retinal vessel) the methods of be labeled, with realize to different classes of retinal vessel
Marking Function is distinguished, the protection domain of the embodiment of the present invention should be all belonged to.
In embodiments of the present invention, auto-sequencing is carried out to the retinal vessel under each classification by computer automatically,
Each retinal blood vessels caliber information under the retina classification after adjustment is rearranged simultaneously manually without doctor
Sequence manually, therefore greatly optimize the action of doctor.Simultaneous computer can be automatically according to the mark class of user setting
Type carries out difference mark to different classes of retinal vessel, facilitates doctor to observe different classes of retinal vessel, with timely
It was found that there is the retinal vessel of mistake and timely corrected, or auxiliary doctor quickly diagnoses the state of an illness, therefore
The accuracy of the identification to retinal vessel is improved, and improves the diagnosis efficiency of doctor.
The managing device of retinal vessel provided by the present invention is illustrated below in conjunction with the accompanying drawings.
6 are referred to, same inventive concept is based on, the present invention provides a kind of managing device of retinal vessel, the management
Device includes：Acquiring unit, the classification information for obtaining retinal vessel in retinal images, wherein the retinal vessel
With the retinal vessel markup information based on the classification information；Selected unit, the selection instruction for obtaining user, and base
Corresponding retinal vessel is selected as selected retinal vessel in the selection instruction；Updating unit, for obtaining user's
Operation information, and the selected retinal vessel is operated based on the operation information, to generate update classification information；It deletes
Except unit, for deleting the retinal vessel markup information based on the classification information；Sequencing unit, for being based on the update
Classification information is ranked up to obtain ranking results the retinal vessel；Unit is marked, for being based on the ranking results
The retinal vessel is marked again.
In embodiments of the present invention, the classification information includes at least one of following message：The retinal vessel
Blood vessel classification information, the location information of the retinal vessel, the caliber information of the retinal vessel and each blood vessel
The quantity information of retinal vessel under classification.
In embodiments of the present invention, the selection instruction includes any one in clicking operation, slide, operation of drawing a circle
Kind, the selection instruction for obtaining user includes：Obtain the once-through operation or multi-pass operation of user；It is described to be referred to based on the selection
Enable selected corresponding retinal vessel as selected retinal vessel, including：It is regarded based on the selection instruction selected at least one
Retinal vasculature is as the selected retinal vessel.
In embodiments of the present invention, the updating unit includes：Judgment module, for judging to use according to the operation information
The action type at family；Modified module, in the case where the action type is modification blood vessel classification, obtaining what user specified
Blood vessel classification information, and modified to the blood vessel classification of the selected retinal vessel based on the blood vessel classification information；It deletes
Except module, in the case where the action type is to delete blood vessel, deleting the selected retinal vessel；Add module,
For in the case where the action type is addition blood vessel, obtaining the addition instruction of user, and existed based on addition instruction
New addition blood vessel is generated in the retinal images, while being obtained user and being directed to the specified blood vessel classification information of new addition blood vessel,
And blood vessel classification is specified for the new addition blood vessel based on the classification information；Statistical module, for counting the view again
The blood vessel classification information of film blood vessel, the location information of the retinal vessel, the caliber information of the retinal vessel and every
The quantity information of retinal vessel under kind blood vessel classification, and using the information after counting again as the update classification information.
In embodiments of the present invention, the blood vessel classification information includes vein blood vessel, arteries and unidentified view
Film blood vessel, it is described the retinal vessel to be ranked up based on the update classification information to obtain ranking results, including：Base
In the caliber information according to caliber size sequentially respectively in the vein blood vessel each blood vessel and to arteries
In each blood vessel be ranked up, and obtain ranking results.
In embodiments of the present invention, described that the retinal vessel is marked again based on the ranking results, packet
It includes：Based on the ranking results, effective vein blood vessel of preset quantity is obtained respectively according to the sequence of caliber from big to small and is had
Imitate arteries；Blood vessel in the retinal vessel in addition to effective vein blood vessel and effective arteries is true
It is set to unidentified retinal vessel；Obtain user mark instruction, and based on the mark instruct to effective vein blood vessel,
Effective arteries and the unidentified retinal vessel carry out difference mark.
Further, the present invention also provides a kind of computer readable storage medium, it is stored thereon with computer program, the journey
Method of the present invention is realized when sequence is 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 (13)
1. a kind of management method of retinal vessel, which is characterized in that the management method includes：
The classification information of retinal vessel in retinal images is obtained, is believed based on the classification wherein the retinal vessel has
The retinal vessel markup information of breath；
The selection instruction of user is obtained, and corresponding retinal vessel is selected as selected retinal blood based on the selection instruction
Pipe；
The operation information of user is obtained, and the selected retinal vessel is operated based on the operation information, to generate
Update classification information；
Delete the retinal vessel markup information based on the classification information；
The retinal vessel is ranked up to obtain ranking results based on the update classification information；
The retinal vessel is marked again based on the ranking results.
2. management method according to claim 1, which is characterized in that the classification information include in following message at least
One：The pipe of the blood vessel classification information of the retinal vessel, the location information of the retinal vessel, the retinal vessel
The quantity information of diameter information and the retinal vessel under each blood vessel classification.
3. management method according to claim 1, which is characterized in that the selection instruction includes clicking operation, sliding behaviour
Make, draw a circle operation in any one, the selection instruction for obtaining user includes：Obtain the once-through operation or multi-pass operation of user；
It is described that corresponding retinal vessel is selected as selected retinal vessel based on selection instruction, including：Based on the selection
Instruction selectes at least one retinal vessel as the selected retinal vessel.
4. management method according to claim 1, which is characterized in that the operation information for obtaining user, and it is based on institute
Operation information is stated to operate the selected retinal vessel, to generate update classification information, including：
The action type of user is judged according to the operation information；
In the case where the action type is modification blood vessel classification, the blood vessel classification information that user specifies is obtained, and be based on institute
Blood vessel classification information is stated to modify to the blood vessel classification of the selected retinal vessel；
In the case where the action type is to delete blood vessel, the selected retinal vessel is deleted；
In the case where the action type is addition blood vessel, the addition instruction of user is obtained, and exist based on addition instruction
New addition blood vessel is generated in the retinal images, while being obtained user and being directed to the specified blood vessel classification information of new addition blood vessel,
And blood vessel classification is specified for the new addition blood vessel based on the classification information；
Again the blood vessel classification information of the retinal vessel, the location information of the retinal vessel, the retina are counted
The quantity information of the caliber information of blood vessel and the retinal vessel under each blood vessel classification, and by again count after information
As the update classification information.
5. management method according to claim 2, which is characterized in that the blood vessel classification information includes vein blood vessel, moves
Arteries and veins blood vessel and unidentified retinal vessel, it is described based on the update classification information to the retinal vessel be ranked up with
Ranking results are obtained, including：Based on the caliber information according to the size of caliber sequentially respectively to every in the vein blood vessel
A blood vessel and each blood vessel in arteries is ranked up, and obtains ranking results.
6. management method according to claim 1, which is characterized in that described to be based on the ranking results to the retina
Blood vessel is marked again, including：
Based on the ranking results, effective vein blood vessel of preset quantity is obtained respectively according to the sequence of caliber from big to small and is had
Imitate arteries；
Blood vessel in the retinal vessel in addition to effective vein blood vessel and effective arteries is determined as not
Identify retinal vessel；
The mark instruction of user is obtained, and is instructed to effective vein blood vessel, effective arteries based on the mark
And the unidentified retinal vessel carries out difference mark.
7. a kind of managing device of retinal vessel, which is characterized in that the managing device includes：
Acquiring unit, the classification information for obtaining retinal vessel in retinal images, wherein the retinal vessel has
Retinal vessel markup information based on the classification information；
Selected unit, the selection instruction for obtaining user, and corresponding retinal vessel is selected based on the selection instruction and is made
To select retinal vessel；
Updating unit, the operation information for obtaining user, and based on the operation information to the selected retinal vessel into
Row operation, to generate update classification information；
Deleting unit, for deleting the retinal vessel markup information based on the classification information；
Sequencing unit is ranked up to obtain ranking results the retinal vessel for being based on the update classification information；
Unit is marked, the retinal vessel is marked again for being based on the ranking results.
8. managing device according to claim 7, which is characterized in that the classification information include in following message at least
One：The pipe of the blood vessel classification information of the retinal vessel, the location information of the retinal vessel, the retinal vessel
The quantity information of diameter information and the retinal vessel under each blood vessel classification.
9. managing device according to claim 7, which is characterized in that the selection instruction includes clicking operation, sliding behaviour
Make, draw a circle operation in any one, it is described obtain user selection instruction include：It obtains the once-through operation of user or repeatedly grasps
Make；
It is described that corresponding retinal vessel is selected as selected retinal vessel based on the selection instruction, including：Based on described
Selection instruction selectes at least one retinal vessel as the selected retinal vessel.
10. managing device according to claim 7, which is characterized in that the updating unit includes：
Judgment module, the action type for judging user according to the operation information；
Modified module, in the case where the action type is modification blood vessel classification, obtaining the blood vessel classification that user specifies
Information, and modified to the blood vessel classification of the selected retinal vessel based on the blood vessel classification information；
Removing module, in the case where the action type is to delete blood vessel, deleting the selected retinal vessel；
Add module in the case where the action type is addition blood vessel, obtaining the addition instruction of user, and is based on institute
It states addition instruction and generates new addition blood vessel in the retinal images, while obtaining user for the specified blood of new addition blood vessel
Pipe classification information, and be that the new addition blood vessel specifies blood vessel classification based on the classification information；
Statistical module, for counting the blood vessel classification information of the retinal vessel, the position letter of the retinal vessel again
The quantity information of breath, the caliber information of the retinal vessel and the retinal vessel under each blood vessel classification, and will again
Information after statistics is as the update classification information.
11. managing device according to claim 8, which is characterized in that the blood vessel classification information includes vein blood vessel, moves
Arteries and veins blood vessel and unidentified retinal vessel, it is described based on the update classification information to the retinal vessel be ranked up with
Ranking results are obtained, including：
Based on the caliber information according to caliber size sequentially respectively in the vein blood vessel each blood vessel and to dynamic
Each blood vessel in arteries and veins blood vessel is ranked up, and obtains ranking results.
12. managing device according to claim 7, which is characterized in that described to be based on the ranking results to the view
Film blood vessel is marked again, including：
Based on the ranking results, effective vein blood vessel of preset quantity is obtained respectively according to the sequence of caliber from big to small and is had
Imitate arteries；
Blood vessel in the retinal vessel in addition to effective vein blood vessel and effective arteries is determined as not
Identify retinal vessel；
The mark instruction of user is obtained, and is instructed to effective vein blood vessel, effective arteries based on the mark
And the unidentified retinal vessel carries out difference mark.
13. 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 1-6 claims is realized when execution.
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| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2020215701A1 (en) * | 2019-06-05 | 2020-10-29 | 平安科技（深圳）有限公司 | Eye image processing method, apparatus and device, and computer readable storage medium |
Citations (13)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102078202A (en) * | 2009-11-30 | 2011-06-01 | Ge医疗系统环球技术有限公司 | Method and ultrasonic imaging device for distinguishing artery and vein |
| US20110238325A1 (en) * | 2006-12-20 | 2011-09-29 | Ventana Medical Systems, Inc. | Quantitative, multispectral image analysis of tissue specimens stained with quantum dots |
| CN102762743A (en) * | 2009-12-09 | 2012-10-31 | 阿维埃尔公司 | Biomarker assay for diagnosis and classification of cardiovascular disease |
| US8384771B1 (en) * | 2006-12-28 | 2013-02-26 | David Byron Douglas | Method and apparatus for three dimensional viewing of images |
| CN104573716A (en) * | 2014-12-31 | 2015-04-29 | 浙江大学 | Eye fundus image arteriovenous retinal blood vessel classification method based on breadth first-search algorithm |
| CN104573712A (en) * | 2014-12-31 | 2015-04-29 | 浙江大学 | Arteriovenous retinal blood vessel classification method based on eye fundus image |
| CN105653150A (en) * | 2014-11-28 | 2016-06-08 | 佳能株式会社 | Image display apparatus and image display method |
| CN105662387A (en) * | 2016-01-06 | 2016-06-15 | 上海交通大学 | Dual-working-mode system for obtaining fractional flow reserve value |
| CN106874682A (en) * | 2017-02-28 | 2017-06-20 | 北京赛迈特锐医疗科技有限公司 | Based on the system and method for graphically writing structured report |
| CN107451406A (en) * | 2017-07-28 | 2017-12-08 | 海纳医信（北京）软件科技有限责任公司 | Vessels analysis method, apparatus, storage medium and processor |
| CN107669295A (en) * | 2010-09-10 | 2018-02-09 | 阿西斯特医疗系统有限公司 | Apparatus and method for medical image search |
| CN107845091A (en) * | 2017-10-31 | 2018-03-27 | 北京青燕祥云科技有限公司 | Quick mask method and system based on pre- examination |
| CN107958445A (en) * | 2017-12-29 | 2018-04-24 | 四川和生视界医药技术开发有限公司 | The joining method and splicing apparatus of retinal images |
-
2018
- 2018-06-14 CN CN201810611522.3A patent/CN108803994B/en active Active
Patent Citations (13)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20110238325A1 (en) * | 2006-12-20 | 2011-09-29 | Ventana Medical Systems, Inc. | Quantitative, multispectral image analysis of tissue specimens stained with quantum dots |
| US8384771B1 (en) * | 2006-12-28 | 2013-02-26 | David Byron Douglas | Method and apparatus for three dimensional viewing of images |
| CN102078202A (en) * | 2009-11-30 | 2011-06-01 | Ge医疗系统环球技术有限公司 | Method and ultrasonic imaging device for distinguishing artery and vein |
| CN102762743A (en) * | 2009-12-09 | 2012-10-31 | 阿维埃尔公司 | Biomarker assay for diagnosis and classification of cardiovascular disease |
| CN107669295A (en) * | 2010-09-10 | 2018-02-09 | 阿西斯特医疗系统有限公司 | Apparatus and method for medical image search |
| CN105653150A (en) * | 2014-11-28 | 2016-06-08 | 佳能株式会社 | Image display apparatus and image display method |
| CN104573712A (en) * | 2014-12-31 | 2015-04-29 | 浙江大学 | Arteriovenous retinal blood vessel classification method based on eye fundus image |
| CN104573716A (en) * | 2014-12-31 | 2015-04-29 | 浙江大学 | Eye fundus image arteriovenous retinal blood vessel classification method based on breadth first-search algorithm |
| CN105662387A (en) * | 2016-01-06 | 2016-06-15 | 上海交通大学 | Dual-working-mode system for obtaining fractional flow reserve value |
| CN106874682A (en) * | 2017-02-28 | 2017-06-20 | 北京赛迈特锐医疗科技有限公司 | Based on the system and method for graphically writing structured report |
| CN107451406A (en) * | 2017-07-28 | 2017-12-08 | 海纳医信（北京）软件科技有限责任公司 | Vessels analysis method, apparatus, storage medium and processor |
| CN107845091A (en) * | 2017-10-31 | 2018-03-27 | 北京青燕祥云科技有限公司 | Quick mask method and system based on pre- examination |
| CN107958445A (en) * | 2017-12-29 | 2018-04-24 | 四川和生视界医药技术开发有限公司 | The joining method and splicing apparatus of retinal images |
Non-Patent Citations (2)
| Title |
|---|
| 栾国欣等: "一种改进的边界法向量叠加疑似肺结节提取", 《东北大学学报(自然科学版)》 * |
| 赵晓芳: "视网膜血管图像处理的若干关键问题研究", 《中国博士学位论文全文数据库 信息科技辑》 * |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2020215701A1 (en) * | 2019-06-05 | 2020-10-29 | 平安科技（深圳）有限公司 | Eye image processing method, apparatus and device, and computer readable storage medium |
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|---|---|
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