CN107397557A - Breast ultrasound ripple audit report generates system and method - Google Patents
Breast ultrasound ripple audit report generates system and method Download PDFInfo
- Publication number
- CN107397557A CN107397557A CN201710570681.9A CN201710570681A CN107397557A CN 107397557 A CN107397557 A CN 107397557A CN 201710570681 A CN201710570681 A CN 201710570681A CN 107397557 A CN107397557 A CN 107397557A
- Authority
- CN
- China
- Prior art keywords
- gray
- mammary gland
- user
- breast ultrasound
- level image
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
Classifications
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B8/00—Diagnosis using ultrasonic, sonic or infrasonic waves
- A61B8/46—Ultrasonic, sonic or infrasonic diagnostic devices with special arrangements for interfacing with the operator or the patient
- A61B8/461—Displaying means of special interest
- A61B8/463—Displaying means of special interest characterised by displaying multiple images or images and diagnostic data on one display
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B8/00—Diagnosis using ultrasonic, sonic or infrasonic waves
- A61B8/52—Devices using data or image processing specially adapted for diagnosis using ultrasonic, sonic or infrasonic waves
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B8/00—Diagnosis using ultrasonic, sonic or infrasonic waves
- A61B8/52—Devices using data or image processing specially adapted for diagnosis using ultrasonic, sonic or infrasonic waves
- A61B8/5207—Devices using data or image processing specially adapted for diagnosis using ultrasonic, sonic or infrasonic waves involving processing of raw data to produce diagnostic data, e.g. for generating an image
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B8/00—Diagnosis using ultrasonic, sonic or infrasonic waves
- A61B8/52—Devices using data or image processing specially adapted for diagnosis using ultrasonic, sonic or infrasonic waves
- A61B8/5292—Devices using data or image processing specially adapted for diagnosis using ultrasonic, sonic or infrasonic waves using additional data, e.g. patient information, image labeling, acquisition parameters
Landscapes
- Health & Medical Sciences (AREA)
- Life Sciences & Earth Sciences (AREA)
- Engineering & Computer Science (AREA)
- Heart & Thoracic Surgery (AREA)
- Molecular Biology (AREA)
- Biophysics (AREA)
- Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
- Pathology (AREA)
- Radiology & Medical Imaging (AREA)
- Biomedical Technology (AREA)
- Veterinary Medicine (AREA)
- Medical Informatics (AREA)
- Physics & Mathematics (AREA)
- Surgery (AREA)
- Animal Behavior & Ethology (AREA)
- General Health & Medical Sciences (AREA)
- Public Health (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Ultra Sonic Daignosis Equipment (AREA)
- Measuring And Recording Apparatus For Diagnosis (AREA)
Abstract
The present invention discloses a kind of breast ultrasound ripple audit report generation system and method, and applied in computer installation, the method comprising the steps of：The identity information of user is obtained by card reader of ID card；Control supersonic inspection device carries out ultrasonic examination to obtain breast ultrasound image to target mammary gland；Breast ultrasound image progress gray proces are obtained into mammary gland gray level image, mammary gland gray level image removal noise filtering is handled to obtain the undistorted mammary gland gray level image gone；Identify that gray average is less than the region of default gray value from the undistorted mammary gland gray level image gone；It is black that gray average is less than into the area assignment of default gray value in mammary gland gray level image；According to identity information and the generation mammary gland examination report of mammary gland gray level image.The present invention handles to obtain mammary gland gray level image and generates the mammary gland examination report of user to the sonication of breast ultrasound image denoising and gray scale assignment, carries out the accuracy of examination to mammary gland so as to aid in doctor to improve.
Description
Technical field
The present invention relates to galactophore image processing technology field, more particularly to a kind of breast ultrasound ripple audit report generation system
And method.
Background technology
In recent years, because breast tissue extremely caused by the death rate be in the trend that gradually rises, main cause is to find mammary gland
The time of tissue abnormalities is too late, and then misses preferable treatment time.Therefore, it is early detection mammary gland periodically to carry out breast examination
Tissue abnormalities are preferably selected.The method of common breast examination has a lot, such as ultrasonic breast examination, breast X-ray inspection.
Ultrasonic breast examination is using the ultrasonic signal of mammary gland reflection, reaches the purpose to breast imaging, has radiationless, operation letter
List, the advantages that mammary gland need not be extruded.However, breast disease diagnosis accuracy rate is heavily dependent on Sonography devices acquisition
Breast ultrasound image, doctor is by watching breast ultrasound image and mammary gland being diagnosed according to personal experience and examination.So
And the quality that external interference can influence breast ultrasound image be present during Sonography devices imaging, and then have influence on doctor couple
Mammary gland carries out the accuracy of diagnosis and examination.In female mammary gland physical examination and generaI investigation activity, due to breast ultrasound ripple audit report
The quality of middle breast ultrasound image is bad to be difficult to ensure that doctor's efficiency and accuracy, so as to easily cause situation about failing to pinpoint a disease in diagnosis with mistaken diagnosis
Occur.
The content of the invention
It is a primary object of the present invention to provide a kind of breast ultrasound ripple audit report generation system and method, it is intended to solve
The quality of breast ultrasound image is bad and cause doctor relatively low to the accuracy rate of breast examination in breast ultrasound ripple audit report
Problem.
To achieve the above object, the invention provides a kind of breast ultrasound ripple audit report to generate system, applied to calculating
In machine device, the computer installation communication link is connected to supersonic inspection device.The breast ultrasound ripple audit report generates system bag
Include：Information acquisition module, for obtaining the identity information of user by the card reader of ID card of supersonic inspection device；Ultrasonic examination
Module, for controlling the supersonic inspection device to carry out ultrasonic examination to the target mammary gland of user to obtain breast ultrasound figure
Picture；Image processing module, for breast ultrasound image progress gray proces to be obtained into mammary gland gray level image, by mammary gland gray level image
Noise filtering is removed to handle to obtain the undistorted mammary gland gray level image gone；Picture recognition module, for being gone from undistorted
Identify that gray average is less than the region of default gray value in mammary gland gray level image, and by gray scale in the mammary gland gray level image
The area assignment that average is less than default gray value is black；Report generation module, for the identity information and mammary gland according to user
The mammary gland examination report of gray level image generation user.
Preferably, the report generation module calls default report template from the memory cell of computer installation, and
The identity information of user and mammary gland gray level image are directed respectively into the first blank field and the second blank field of report template
The middle mammary gland examination report for forming user.
Preferably, described information acquisition module is additionally operable to generate two-dimension identification code according to the identity information of user.
Preferably, the report generation module is additionally operable to the two-dimension identification code of user being embedded in the mammary gland examination report of user
In the 3rd blank field accused, and the mammary gland examination report of user is exported by the output unit of computer installation.
Preferably, breast ultrasound image progress gray proces are obtained the tool of mammary gland gray level image by described image processing module
Body mode is：The color of each pixel of breast ultrasound image is expressed as RGB (R, G, B), passes through average gray formula
Gray=(R+G+B)/3 calculates the gray value Gray of each pixel, by the color RGB (R, G, B) of each pixel
R, G, B are uniformly replaced with gray value Gray, and each pixel forms new color RGB (Gray, Gray, Gray), and will be every
The new color RGB (Gray, Gray, Gray) of one pixel replaces the original color RGB (R, G, B) of corresponding pixel points and obtains mammary gland
Gray level image.
The present invention also provides a kind of breast ultrasound ripple audit report generation method, applied in computer installation, the calculating
Machine device communication link is connected to supersonic inspection device.The breast ultrasound ripple audit report generation method includes step：Pass through ultrasound
Check that the card reader of ID card of equipment obtains the identity information of user；Control target mammary gland of the supersonic inspection device to user
Ultrasonic examination is carried out to obtain breast ultrasound image；Breast ultrasound image progress gray proces are obtained into mammary gland gray level image,
Mammary gland gray level image is removed into noise filtering to handle to obtain the undistorted mammary gland gray level image gone；From the undistorted mammary gland gone
Identify that gray average is less than the region of default gray value in gray level image；Gray average is less than in the mammary gland gray level image
The area assignment of default gray value is black；According to the mammary gland examination of the identity information of user and mammary gland gray level image generation user
Report.
Preferably, the breast ultrasound ripple audit report generation method also includes step：From the storage list of computer installation
Default report template is called in member, and the identity information of user and mammary gland gray level image are directed respectively into the of report template
One blank field and the second blank field form mammary gland examination report.
Preferably, the breast ultrasound ripple audit report generation method also includes step：Given birth to according to the identity information of user
Into two-dimension identification code.
Preferably, the breast ultrasound ripple audit report generation method also includes step：The two-dimension identification code of user is inlayed
In the 3rd blank field reported embedded in the mammary gland examination of user, and the mammary gland examination report of user is passed through into computer installation
Output unit exports.
Preferably, described the step of breast ultrasound image progress gray proces are obtained into mammary gland gray level image, includes following step
Suddenly：The color of each pixel of breast ultrasound image is expressed as RGB (R, G, B), passes through average gray formula Gray=
(R+G+B) the gray value Gray of each pixel/3 is calculated, the R in the color RGB (R, G, B) of each pixel, G, B are united
One is replaced with gray value Gray, and each pixel forms new color RGB (Gray, Gray, Gray), and by each pixel
New color RGB (Gray, Gray, Gray) replaces the original color RGB (R, G, B) of corresponding pixel points and obtains mammary gland gray-scale map
Picture.
Compared to prior art, breast ultrasound ripple audit report generation system and method provided by the invention can be to mammary gland
Ultrasonic Image Denoising sonication, so as to remove the influence of noise and strengthen mammary gland profile border, and breast ultrasound image is entered
Row gray scale assignment is handled to obtain the mammary gland examination report of mammary gland gray level image generation user, and mammary gland examination image is watched in doctor
When, reference is provided with examination so that doctor carries out diagnosis to mammary gland, mammary gland is detected and examination so as to aid in doctor to improve
Efficiency and accuracy.
Brief description of the drawings
Fig. 1 is the application environment schematic diagram of breast ultrasound ripple audit report generation System Preferred embodiments of the present invention.
Fig. 2 is the flow chart of breast ultrasound ripple audit report generation method preferred embodiment of the present invention.
The object of the invention is realized, functional characteristics and advantage will be described further referring to the drawings in conjunction with the embodiments.
Embodiment
Further to illustrate the present invention to reach the technological means and effect that above-mentioned purpose is taken, below in conjunction with accompanying drawing
And preferred embodiment, embodiment, structure, feature and its effect of the present invention are described in detail.It should be appreciated that this
The specific embodiment of place description is not intended to limit the present invention only to explain the present invention.
Shown in reference picture 1, Fig. 1 is the application environment of breast ultrasound ripple audit report generation System Preferred embodiments of the present invention
Schematic diagram.In the present embodiment, the breast ultrasound ripple audit report generation system 10 is installed and runs on computer installation 1
In.The computer installation 1 is established by communication network 3 and supersonic inspection device 2 and communicated to connect.The computer installation 1 can
To be arranged in the ultrasonic examination section room of large hospital or community medicine work station, the computer installation 1 can be a kind of calculates
Machine, PC, server etc. have the computing device of data processing and communication function.The communication network 3 can be a kind of
World-wide web including LAN, wide area network, or a kind of wireless-transmission network, such as WIFI communication connections or bluetooth
(Bluetooth) communicate to connect.
In the present embodiment, the computer installation 1 is include but not limited to, breast ultrasound ripple audit report generation system
System 10, COM1 11, memory cell 12, processing unit 13 and output unit 14.The COM1 11, the and of memory cell 12
Output unit 14 is connected to processing unit 13 by data/address bus, and passes through processing unit 13 and breast ultrasound ripple audit report
Generation system 10 carries out information exchange.
The COM1 11 is a kind of wired or short-range communication wireless communication interface with remote communicating function,
For example, support the communication interface of the mechanicss of communication such as GSM, GPRS, WCDMA, CDMA, TD-SCDMA, TD-LTE, FDD-LTE.It is described
Memory cell 12 can be a kind of read-only memory unit ROM, electrically-erasable memory cell EEPROM or flash memory cell FLASH
Deng memory.The processing unit 13 can be a kind of central processing unit (CPU), microprocessor, microcontroller (MCU), data
Process chip or the information process unit with data processing function.The output unit 14 can be a kind of for showing
A kind of display screen of mammary gland examination image, or printer for being used to print mammary gland examination image.
The supersonic inspection device 2 includes ultrasonic unit 21, card reader of ID card 22 and communication unit 23.The use
Ultrasonic examination is carried out in the target mammary gland to user, obtains breast ultrasound image.In the present embodiment, the ultrasonic unit
The 21 existing ultrasonic units for checking mammary gland, its specific structure and features do not repeat.When user is close to supersonic inspection device 2
When, doctor opens the switch of supersonic inspection device 2, and the ultrasonic unit 21 of supersonic inspection device 2 enters to the target mammary gland of user
Row ultrasonic examination, so as to obtain breast ultrasound image, and breast ultrasound image is sent to computer by communication network 3 and filled
Put 1.
The card reader of ID card 22 is the optoelectronic induction module of the reading personally identifiable information of prior art, when user will
The optoelectronic induction region for being placed on card reader of ID card 22 is demonstrate,proved in resident two generations province, can read the China second-generation identity card magnetic stripe of user
The identity information of upper storage, including the information such as name, age, birthdate and inhabitation address are directly read in, and can be saved
The time of patient's typing personally identifiable information, and input error during due to typing cause the typing of personally identifiable information wrong
By mistake.
The COM1 11 of the communication unit 23 and computer installation 1 matches, and both of which is supported remotely or closely
Communication, such as support wired or short-range communication wireless communication interface.The communication unit 23 passes through personally identifiable information
Communication network 3 is sent to computer installation 1.
In the present embodiment, the breast ultrasound ripple audit report generation system 10 includes, but are not limited to, information gathering
Module 101, ultrasonic examination module 102, image processing module 103, picture recognition module 104, image assignment module 105 and report
Accuse generation module 106.Module alleged by the present invention refers to a kind of to be performed simultaneously by the processing unit 13 of the computer installation 1
And the series of computation machine programmed instruction section of fixing function can be completed, it is stored in the memory cell of the computer installation 1
In 12.
Described information acquisition module 101 is used for the body that user is obtained by the card reader of ID card 22 of supersonic inspection device 2
Part information, and two-dimension identification code is generated according to the identity information of user.In the present embodiment, when user places China second-generation identity card
In the Card Reader region of card reader of ID card 22, card reader of ID card 22 reads personal identification from the China second-generation identity card magnetic stripe of user
Information, including the information such as name, age, birthdate and inhabitation address, can save patient's typing personally identifiable information
Time, and input error during due to typing causes the typing mistake of personally identifiable information.
The ultrasonic examination module 102 is used to control supersonic inspection device 2 to carry out ultrasonic wave inspection to the target mammary gland of user
Look into obtain breast ultrasound image.Specifically, when the switch of supersonic inspection device 2 is opened by doctor or user, ultrasound inspection
Look into module 102 and detect that the communication unit 23 of COM1 11 and supersonic inspection device 2 establishes communication connection, and produce ultrasonic inspection
Looking into instruction to supersonic inspection device 2 controls supersonic inspection device to carry out ultrasonic examination to target mammary gland to obtain breast ultrasound figure
Picture.
Described image processing module 103 is used to breast ultrasound image progress gray proces obtaining mammary gland gray level image.
In the present embodiment, breast ultrasound image can be mammary gland black white image or mammary gland coloured image, can be by the base of red, green, blue three
Colour cell into.Breast ultrasound image progress gray proces are obtained the specific step of mammary gland gray level image by described image processing module 103
Suddenly it is：The color of each pixel of breast ultrasound image is expressed as RGB (R, G, B) by image processing module 103, passes through gray scale
After Mean Value Formulas Gray=(R+G+B)/3 calculates the gray value Gray of each pixel, by the color RGB of each pixel
R in (R, G, B), G, B uniformly with gray value Gray replace, therefore each pixel formed new color RGB (Gray, Gray,
Gray), the new color RGB (Gray, Gray, Gray) of each pixel is replaced into the original RGB (R, G, B) of corresponding pixel points,
It can obtain mammary gland gray level image.Mammary gland gray level image described in the present embodiment can press logarithmic relationship according between white and black
It is divided into some levels, is referred to as " tonal gradation ", scope is typically from 0 to 255, and white is expressed as 255, and black is expressed as 0.
Described image processing module 103 is additionally operable to handle to obtain by the undistorted removal noise filtering of mammary gland gray level image progress
The undistorted mammary gland gray level image gone.In the present embodiment, described image processing module 103 uses Gaussian filter function by mammary gland
Gray level image carries out the undistorted noise impurity removed in noise filtering processing removing image, so as to remove the influence of noise, and
And enhancing mammary gland profile border, when doctor watches mammary gland examination image, can aid in doctor improve mammary gland is carried out detection with
The accuracy of examination.
Described image identification module 104 is used to identify that gray average is less than default gray value from mammary gland gray level image
Region.Skilled person will appreciate that human normal mammary gland can be generally divided into breast tissue and body of gland, normal galactophore tissue and
Body of gland shows that the gray value on gray level image is generally more than 50.When some region of gray average is big in mammary gland gray level image
When default gray value, represent that the breast tissue in the region and body of gland are normal, when some region of gray scale in mammary gland gray level image
When average is less than default gray value, exception may occur for the breast tissue and body of gland that represent the region.Therefore, this example is by described in
Default gray value is defined as gray value 50, i.e. RGB (50,50,50) in other embodiments, can also be according to the clinic of doctor
Empirically determined, doctor can set the default gray value by the input equipment of computer.
Described image assignment module 105 is used for the region that gray average is less than to default gray value in mammary gland gray level image
It is entered as black.In the present embodiment, gray average is less than default by described image assignment module 105 in mammary gland gray level image
The gray value of each pixel in the region of gray value is entered as 0, as black.
The report generation module 106 is used for the mammary gland that user is generated according to the identity information and mammary gland gray level image of user
Examination is reported.Specifically, report generation module 106 calls default report template from memory cell 12, and by the body of user
Part information and mammary gland gray level image are imported into report template.In the present embodiment, the mammary gland examination report template is stored in
In the memory cell 12 of computer installation 1, the Health Check Report template-setup have the first blank field, the second blank field with
And the identity information of user and mammary gland gray level image are directed respectively into report mould by the 3rd blank field, report generation module 106
First blank field of plate and the second blank field form the mammary gland examination report of user.
The mammary gland examination that the report generation module 106 is additionally operable to the two-dimension identification code of user being embedded in user is reported
In, and the mammary gland examination of user is reported and exported by output unit 14.Specifically, report generation module 106 is by the two of user
Dimension identification code is embedded in the 3rd blank field of mammary gland examination report, to strengthen the confidence level of user's breast examination result.Report
Generation module 106 is accused to check for doctor by the mammary gland examination report of the output user of output unit 14, specifically, report generation mould
Block 106 includes mammary gland examination report on the display screen of output unit 14, or the printer of the control output unit 14
Beat mammary gland examination report, for doctor mammary gland is diagnosed and examination provide foundation.
Present invention also offers a kind of breast ultrasound ripple audit report generation method, applied in computer installation.Such as Fig. 2
Shown, Fig. 2 is the flow chart of breast ultrasound ripple audit report generation method preferred embodiment of the present invention.In the present embodiment, tie
Close shown in Fig. 1, the breast ultrasound ripple audit report generation method comprises the following steps：
Step S21, information acquisition module 101 obtain the body of user by the card reader of ID card 22 of supersonic inspection device 2
Part information, and two-dimension identification code is generated according to the identity information of user.In the present embodiment, when user places China second-generation identity card
In the Card Reader region of card reader of ID card 22, card reader of ID card 22 reads personal identification from the China second-generation identity card magnetic stripe of user
Information, including the information such as name, age, birthdate and inhabitation address, can save patient's typing personally identifiable information
Time, and input error during due to typing causes the typing mistake of personally identifiable information.
Step S22, ultrasonic examination module 102 control supersonic inspection device 2 to carry out ultrasonic wave inspection to the target mammary gland of user
Look into obtain breast ultrasound image.Specifically, when the switch of supersonic inspection device 2 is opened by doctor or user, ultrasound inspection
Look into module 102 and detect that the communication unit 23 of COM1 11 and supersonic inspection device 2 establishes communication connection, produce ultrasonic examination
Instruction to supersonic inspection device 2 controls supersonic inspection device to carry out ultrasonic examination to target mammary gland to obtain breast ultrasound figure
Picture.
Breast ultrasound image progress gray proces are obtained mammary gland gray level image by step S23, image processing module 103.
In the present embodiment, breast ultrasound image can be mammary gland black white image or mammary gland coloured image, can be by the base of red, green, blue three
Colour cell into, if the color of any pixel point of breast ultrasound image is expressed as RGB (R, G, B).Described image processing module 103
Breast ultrasound image progress gray proces are obtained into concretely comprising the following steps for mammary gland gray level image：Image processing module 103 is by mammary gland
The color of each pixel of ultrasonoscopy is expressed as RGB (R, G, B), passes through average gray formula Gray=(R+G+B)/3
After the gray value Gray for calculating each pixel, by the R in the color RGB (R, G, B) of each pixel, G, B unifications ash
Angle value Gray is replaced, therefore each pixel forms new color RGB (Gray, Gray, Gray), by the new face of each pixel
Color RGB (Gray, Gray, Gray) replaces the original RGB (R, G, B) of corresponding pixel points, you can obtains mammary gland gray level image.
Mammary gland gray level image is carried out undistorted removal noise filtering and handles to obtain nothing by step S24, image processing module 103
The mammary gland gray level image that distortion is gone.In the present embodiment, described image processing module 103 is grey by mammary gland using Gaussian filter function
Spend image and carry out the undistorted noise impurity removed in noise filtering processing removing image, so as to remove the influence of noise, and
Strengthen mammary gland profile border, when doctor watches mammary gland examination image, doctor can be aided in improve mammary gland is detected and sieved
The accuracy looked into.
Step S25, picture recognition module 104 judge to be less than default gray scale with the presence or absence of gray average in mammary gland gray level image
The region of value.If the region that gray average is less than default gray value in mammary gland gray level image be present, step S26 is performed；If mammary gland
The region that gray average is less than default gray value is not present in gray level image, performs step S27.Skilled person will appreciate that
Human normal mammary gland can be generally divided into breast tissue and body of gland, and normal galactophore tissue and body of gland show the ash on gray level image
Angle value is generally more than 50.When some region of gray average is more than default gray value in mammary gland gray level image, the area is represented
The breast tissue and body of gland in domain are normal, when some region of gray average is less than default gray value in mammary gland gray level image, table
Exception may occur for the breast tissue and body of gland for showing the region.Therefore, the default gray value is defined as gray value by this example
50, i.e. RGB (50,50,50), in other embodiments, it can also determine that doctor can pass through meter according to the clinical experience of doctor
The input equipment of calculation machine sets the default gray value.
Gray average is less than the region of default gray value by step S26, image assignment module 105 in mammary gland gray level image
It is entered as black.In the present embodiment, gray average is less than default by described image assignment module 105 in mammary gland gray level image
The gray value of each pixel in the region of gray value is entered as 0, as black.
Step S27, report generation module 106 generate the mammary gland of user according to the identity information and mammary gland gray level image of user
Examination is reported.Specifically, report generation module 106 calls default report template from memory cell 12, and by the body of user
Part information and mammary gland gray level image are imported into report template.In the present embodiment, the mammary gland examination report template is stored in
In the memory cell 12 of computer installation 1, the Health Check Report template-setup have the first blank field, the second blank field with
And the identity information of user and mammary gland gray level image are directed respectively into report mould by the 3rd blank field, report generation module 106
First blank field of plate and the second blank field form the mammary gland examination report of user.
The two-dimension identification code of user is embedded in the mammary gland examination report of user by step S28, report generation module 106,
And the mammary gland examination of user is reported and exported by output unit 14.Specifically, report generation module 106 knows the two dimension of user
Other code is embedded in the 3rd blank field of mammary gland examination report, to strengthen the confidence level of user's breast examination result.Report life
Reported by the mammary gland examination of the output user of output unit 14 into module 106 and checked for doctor, specifically, report generation module
106 include mammary gland examination report on the display screen of output unit 14, or the printer of the control output unit 14 is beaten
Mammary gland examination report, for doctor mammary gland is diagnosed and examination provide foundation.
Breast ultrasound ripple audit report generation system and method provided by the invention can be to breast ultrasound image denoising sound
Processing, so as to remove the influence of noise and strengthen mammary gland profile border, and gray scale assignment processing is carried out to breast ultrasound image
The mammary gland examination report of mammary gland gray level image generation user is obtained, when doctor watches mammary gland examination image, so that doctor is to breast
Gland carries out diagnosis and provides reference with examination, carries out the efficiency and accuracy of detection and examination to mammary gland so as to aid in doctor to improve.
The preferred embodiments of the present invention are these are only, are not intended to limit the scope of the invention, it is every to utilize this hair
Equivalent structure or the equivalent function conversion that bright specification and accompanying drawing content are made, or directly or indirectly it is used in other related skills
Art field, is included within the scope of the present invention.
Claims (10)
1. a kind of breast ultrasound ripple audit report generates system, applied in computer installation, the computer installation communicates to connect
There is supersonic inspection device, it is characterised in that the breast ultrasound ripple audit report generation system includes：
Information acquisition module, for obtaining the identity information of user by the card reader of ID card of supersonic inspection device；
Ultrasonic examination module, for controlling the supersonic inspection device to carry out ultrasonic examination to the target mammary gland of user to obtain
Breast ultrasound image；
Image processing module, for breast ultrasound image progress gray proces to be obtained into mammary gland gray level image, by mammary gland gray-scale map
Handle to obtain the undistorted mammary gland gray level image gone as being removed noise filtering；
Picture recognition module, for identifying that gray average is less than default gray value from the undistorted mammary gland gray level image gone
Region, and it is black that gray average is less than into the area assignment of default gray value in the mammary gland gray level image；
Report generation module, the mammary gland examination report for the identity information according to user and mammary gland gray level image generation user.
2. breast ultrasound ripple audit report as claimed in claim 1 generates system, it is characterised in that the report generation module
Default report template is called from the memory cell of computer installation, and the identity information of user and mammary gland gray level image are divided
It does not imported into the first blank field and the second blank field of report template and forms the mammary gland examination report of user.
3. breast ultrasound ripple audit report as claimed in claim 1 generates system, it is characterised in that described information acquisition module
It is additionally operable to generate two-dimension identification code according to the identity information of user.
4. breast ultrasound ripple audit report as claimed in claim 3 generates system, it is characterised in that the report generation module
It is additionally operable to the two-dimension identification code of user being embedded in the 3rd blank field that the mammary gland examination of user is reported, and by the breast of user
Gland examination report is exported by the output unit of computer installation.
5. the breast ultrasound ripple audit report generation system as described in any one of Claims 1-4, it is characterised in that the figure
It is as breast ultrasound image progress gray proces are obtained the concrete mode of mammary gland gray level image by processing module：By breast ultrasound figure
The color of each pixel of picture is expressed as RGB (R, G, B), is calculated by average gray formula Gray=(R+G+B)/3
The gray value Gray of each pixel, the R in the color RGB (R, G, B) of each pixel, G, B are uniformly used into gray value Gray
To replace, each pixel forms new color RGB (Gray, Gray, Gray), and by the new color RGB of each pixel
(Gray, Gray, Gray) replaces the original color RGB (R, G, B) of corresponding pixel points and obtains mammary gland gray level image.
6. a kind of breast ultrasound ripple audit report generation method, applied in computer installation, the computer installation communicates to connect
There is supersonic inspection device, it is characterised in that the breast ultrasound ripple audit report generation method includes step：
The identity information of user is obtained by the card reader of ID card of supersonic inspection device；
The supersonic inspection device is controlled to carry out ultrasonic examination to the target mammary gland of user to obtain breast ultrasound image；
Breast ultrasound image progress gray proces are obtained into mammary gland gray level image, mammary gland gray level image is removed noise filtering
Processing obtains the undistorted mammary gland gray level image gone；
Identify that gray average is less than the region of default gray value from the undistorted mammary gland gray level image gone；
It is black that gray average is less than into the area assignment of default gray value in the mammary gland gray level image；
Reported according to the mammary gland examination of the identity information of user and mammary gland gray level image generation user.
7. breast ultrasound ripple audit report generation method as claimed in claim 6, it is characterised in that this method also includes step
Suddenly：Call default report template from the memory cell of computer installation, and by the identity information of user and mammary gland gray-scale map
The mammary gland examination report of user is formed in the first blank field and the second blank field of report template as being directed respectively into.
8. breast ultrasound ripple audit report generation method as claimed in claim 6, it is characterised in that this method also includes step
Suddenly：Two-dimension identification code is generated according to the identity information of user.
9. breast ultrasound ripple audit report generation method as claimed in claim 8, it is characterised in that this method also includes step
Suddenly：The two-dimension identification code of user is embedded in the 3rd blank field that the mammary gland examination of user is reported, and by the mammary gland of user
Examination report is exported by the output unit of computer installation.
10. the breast ultrasound ripple audit report generation method as described in any one of claim 6 to 9, it is characterised in that described to incite somebody to action
The step of breast ultrasound image progress gray proces obtain mammary gland gray level image comprises the following steps：By the every of breast ultrasound image
The color of one pixel is expressed as RGB (R, G, B), and each picture is calculated by average gray formula Gray=(R+G+B)/3
The gray value Gray of vegetarian refreshments, the R in the color RGB (R, G, B) of each pixel, G, B are uniformly replaced with gray value Gray, often
One pixel forms new color RGB (Gray, Gray, Gray), and by the new color RGB of each pixel (Gray,
Gray, Gray) replace the original color RGB (R, G, B) of corresponding pixel points and obtain mammary gland gray level image.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710570681.9A CN107397557A (en) | 2017-07-13 | 2017-07-13 | Breast ultrasound ripple audit report generates system and method |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710570681.9A CN107397557A (en) | 2017-07-13 | 2017-07-13 | Breast ultrasound ripple audit report generates system and method |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN107397557A true CN107397557A (en) | 2017-11-28 |
Family
ID=60404958
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201710570681.9A Pending CN107397557A (en) | 2017-07-13 | 2017-07-13 | Breast ultrasound ripple audit report generates system and method |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN107397557A (en) |
Cited By (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN108553124A (en) * | 2018-04-08 | 2018-09-21 | 广州市红十字会医院（暨南大学医学院附属广州红十字会医院） | ventricular volume monitoring device and method |
| CN109346143A (en) * | 2018-12-07 | 2019-02-15 | 蔡荣杰 | A method of it improving ultrasonic examination and reports editing speed |
| CN109583358A (en) * | 2018-11-26 | 2019-04-05 | 广东智源信息技术有限公司 | A kind of Medical Surveillance fast accurate enforcement approach |
| CN110675398A (en) * | 2019-10-22 | 2020-01-10 | 深圳瀚维智能医疗科技有限公司 | Mammary gland ultrasonic screening method and device and computer equipment |
| CN110786887A (en) * | 2019-10-22 | 2020-02-14 | 深圳瀚维智能医疗科技有限公司 | Mammary gland ultrasonic screening method, device and system |
| CN111613309A (en) * | 2020-05-20 | 2020-09-01 | 深圳市妇幼保健院 | Breast cancer ultrasonic screening ability assessment device and system |
| CN113171119A (en) * | 2021-04-06 | 2021-07-27 | 聚融医疗科技(杭州)有限公司 | System for two-dimensional and three-dimensional breast ultrasound data integrated generation of structured report |
| CN114903408A (en) * | 2022-04-22 | 2022-08-16 | 华伦医疗用品(深圳)有限公司 | Endoscope imaging system with diagnostic imaging |
| CN117334288A (en) * | 2023-10-19 | 2024-01-02 | 合肥春晖明志医疗科技有限公司 | Report generation system for breast cancer detection |
-
2017
- 2017-07-13 CN CN201710570681.9A patent/CN107397557A/en active Pending
Cited By (12)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN108553124A (en) * | 2018-04-08 | 2018-09-21 | 广州市红十字会医院（暨南大学医学院附属广州红十字会医院） | ventricular volume monitoring device and method |
| CN108553124B (en) * | 2018-04-08 | 2021-02-02 | 广州市红十字会医院（暨南大学医学院附属广州红十字会医院） | Ventricular volume monitoring device and method |
| CN109583358A (en) * | 2018-11-26 | 2019-04-05 | 广东智源信息技术有限公司 | A kind of Medical Surveillance fast accurate enforcement approach |
| CN109346143A (en) * | 2018-12-07 | 2019-02-15 | 蔡荣杰 | A method of it improving ultrasonic examination and reports editing speed |
| CN109346143B (en) * | 2018-12-07 | 2021-05-11 | 蔡荣杰 | Method for improving editing speed of ultrasonic examination report |
| CN110675398A (en) * | 2019-10-22 | 2020-01-10 | 深圳瀚维智能医疗科技有限公司 | Mammary gland ultrasonic screening method and device and computer equipment |
| CN110786887A (en) * | 2019-10-22 | 2020-02-14 | 深圳瀚维智能医疗科技有限公司 | Mammary gland ultrasonic screening method, device and system |
| CN110675398B (en) * | 2019-10-22 | 2022-05-17 | 深圳瀚维智能医疗科技有限公司 | Mammary gland ultrasonic screening method and device and computer equipment |
| CN111613309A (en) * | 2020-05-20 | 2020-09-01 | 深圳市妇幼保健院 | Breast cancer ultrasonic screening ability assessment device and system |
| CN113171119A (en) * | 2021-04-06 | 2021-07-27 | 聚融医疗科技(杭州)有限公司 | System for two-dimensional and three-dimensional breast ultrasound data integrated generation of structured report |
| CN114903408A (en) * | 2022-04-22 | 2022-08-16 | 华伦医疗用品(深圳)有限公司 | Endoscope imaging system with diagnostic imaging |
| CN117334288A (en) * | 2023-10-19 | 2024-01-02 | 合肥春晖明志医疗科技有限公司 | Report generation system for breast cancer detection |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN107397557A (en) | Breast ultrasound ripple audit report generates system and method | |
| JP7058373B2 (en) | Lesion detection and positioning methods, devices, devices, and storage media for medical images | |
| CN109859203B (en) | Defect tooth image identification method based on deep learning | |
| CN110853111B (en) | Medical image processing system, model training method and training device | |
| CN205215184U (en) | Traditional chinese medical science intelligent diagnosis expert system | |
| CN102247144A (en) | Time intensity characteristic-based computer aided method for diagnosing benign and malignant breast lesions | |
| CN111785363A (en) | AI-guidance-based chronic disease auxiliary diagnosis system | |
| CN109770943A (en) | A kind of ultrasonic automatic optimization method positioned using computer vision | |
| CN105787844A (en) | Medical record and medical advice auxiliary type-in method and medical record and medical advice auxiliary type-in device | |
| WO2021114817A1 (en) | Oct image lesion detection method and apparatus based on neural network, and medium | |
| CN110619332B (en) | Data processing method, device and equipment based on visual field inspection report | |
| CN112446860B (en) | Automatic screening method for diabetic macular edema based on transfer learning | |
| WO2019037264A1 (en) | Online processing system and method for regional medical examination image | |
| CN111863204A (en) | Mammary gland disease AI auxiliary diagnosis method and system based on molybdenum target X-ray photographic examination | |
| CN113205490A (en) | Mask R-CNN network-based auxiliary diagnosis system and auxiliary diagnosis information generation method | |
| CN109087285A (en) | Surgery wound detects debridement robot | |
| CN109065151A (en) | Intelligence treats Non-surgical wound processing system | |
| CN107358594A (en) | Galactophore image processing system and method based on X ray and ultrasonic examination | |
| CN111145137A (en) | Vein and artery identification method based on neural network | |
| WO2017193581A1 (en) | Automatic processing system and method for mammary gland screening image | |
| WO2023133935A1 (en) | Method for automatic detection and display of ultrasound craniocerebral abnormal region | |
| CN111144163A (en) | Vein and artery identification system based on neural network | |
| CN111816308B (en) | System for predicting coronary heart disease onset risk through facial image analysis | |
| CN108960305A (en) | A kind of scope scope interpretation system and method | |
| CN104546013A (en) | Method and device for processing breast ultrasound image and ultrasonic machine |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| WD01 | Invention patent application deemed withdrawn after publication | ||
| WD01 | Invention patent application deemed withdrawn after publication |
Application publication date: 20171128 |