CN109589141A - A kind of ultrasound diagnosis assisting system, system and ultrasonic diagnostic equipment - Google Patents
A kind of ultrasound diagnosis assisting system, system and ultrasonic diagnostic equipment Download PDFInfo
- Publication number
- CN109589141A CN109589141A CN201811623641.7A CN201811623641A CN109589141A CN 109589141 A CN109589141 A CN 109589141A CN 201811623641 A CN201811623641 A CN 201811623641A CN 109589141 A CN109589141 A CN 109589141A
- Authority
- CN
- China
- Prior art keywords
- standard section
- scanning
- ultrasound image
- tutorial message
- section type
- 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
- A61B8/08—Detecting organic movements or changes, e.g. tumours, cysts, swellings
- A61B8/0866—Detecting organic movements or changes, e.g. tumours, cysts, swellings involving foetal diagnosis; pre-natal or peri-natal diagnosis of the baby
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B8/00—Diagnosis using ultrasonic, sonic or infrasonic waves
- A61B8/44—Constructional features of the ultrasonic, sonic or infrasonic diagnostic device
-
- 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
- A61B8/467—Ultrasonic, sonic or infrasonic diagnostic devices with special arrangements for interfacing with the operator or the patient characterised by special input means
-
- 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
- A61B8/5215—Devices using data or image processing specially adapted for diagnosis using ultrasonic, sonic or infrasonic waves involving processing of medical diagnostic data
Landscapes
- Health & Medical Sciences (AREA)
- Life Sciences & Earth Sciences (AREA)
- Engineering & Computer Science (AREA)
- Medical Informatics (AREA)
- Surgery (AREA)
- Pathology (AREA)
- Radiology & Medical Imaging (AREA)
- Biophysics (AREA)
- Biomedical Technology (AREA)
- Heart & Thoracic Surgery (AREA)
- Physics & Mathematics (AREA)
- Molecular Biology (AREA)
- Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
- Animal Behavior & Ethology (AREA)
- General Health & Medical Sciences (AREA)
- Public Health (AREA)
- Veterinary Medicine (AREA)
- Gynecology & Obstetrics (AREA)
- Pregnancy & Childbirth (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Ultra Sonic Daignosis Equipment (AREA)
Abstract
The invention discloses a kind of ultrasonic diagnosis assisting system, system and ultrasonic diagnostic equipments, are suitable for ultrasonic diagnostic technique field.The described method includes: obtaining ultrasound image；The corresponding standard section type of present frame ultrasound image is judged according to preset algorithm；Scanning tutorial message is exported according to standard section type.The system comprises: acquisition module, for obtaining ultrasound image；Memory module, for storing scanning tutorial message；Processing module searches corresponding scanning tutorial message for judging the standard section type of present frame ultrasound image；Output module, for exporting the corresponding scanning tutorial message.Ultrasonic diagnostic equipment, including the processor for executing corresponding method, the display for showing the scanning tutorial message.The present invention according to standard section type export scanning tutorial message, can assist operators operate ultrasonic diagnostic equipment, improve diagnosis efficiency.
Description
Technical field
The present invention relates to ultrasonic diagnostic technique field, especially a kind of ultrasonic diagnosis assisting system, system and ultrasound diagnosis
Equipment.
Background technique
During obtaining ultrasound image using ultrasonic diagnostic equipment, the gimmick for operating ultrasonic probe is particularly significant, probe
Will be in place at an appropriate angle with dynamics (according to pressing depth) scanning, could obtaining satisfied ultrasound image, (standard is cut
Face), to carry out the operations such as subsequent biomass measuring, production report.However, the doctor for carrying out ultrasonic diagnosis be not necessarily all through
Test it is abundant, when being unfamiliar with to operation technique, it may be necessary to spend more energy on how obtaining standard section, constantly
Change operation technique and attempts scanning；In addition, for a diagnostic mode (usually with department, checkup item classification, check point etc.
Name), it sometimes include multiple checkup items (measure the item) that doctor needs to remember the standard section there are also which checkup item
Do not obtain.The efficiency of ultrasound diagnosis will receive influence, operating experience of the doctor for ultrasonic diagnostic equipment due to the above reasons,
Also bad.
Summary of the invention
The present invention is directed to solve at least some of the technical problems in related technologies.For this purpose, of the invention
One purpose is to provide a kind of ultrasonic diagnosis assisting system, system and ultrasonic diagnostic equipment.
As shown in Figure 1, the technical scheme adopted by the invention is that: a kind of ultrasound diagnosis assisting system, comprising steps of obtaining
Ultrasound image；The corresponding standard section type of present frame ultrasound image is judged according to preset algorithm；It is defeated according to standard section type
Scanning tutorial message out.
Preferably, described that the corresponding standard section type of present frame ultrasound image is judged according to preset algorithm, comprising: according to
Preset algorithm calculates the degree of approximation of present frame ultrasound image and various types of standard sections, is judged according to maximum degree of approximation
The corresponding standard section type of present frame ultrasound image.
Preferably, when the maximum degree of approximation is greater than preset threshold, the stopping output scanning tutorial message, and/
Or the corresponding image processing program measurement present frame is started according to the corresponding standard section type of the current frame image and is surpassed
Biomass in acoustic image.
Preferably, described image processing routine for identification in ultrasound image biological part to be measured contour edge, root
Measurement line is drawn according to contour edge, according to the value of measurement line computation biomass.
Preferably, the scanning tutorial message include: one of ultrasound image, schematic diagram, video, text, voice or
It is a variety of.
Preferably, the method also includes: obtain diagnostic mode, the diagnostic mode includes multiple needing to obtain standard and cutting
The checkup item in face；According to the corresponding standard section type of present frame ultrasound image, it is corresponding default to search the diagnostic mode
Next standard section type in the sequence of standard section, the scanning tutorial message include the information of next standard section type.
Preferably, if the corresponding standard section type of present frame ultrasound image be preset standard section sequence last
It is a, then stop exporting the scanning tutorial message.
The present invention also provides a kind of ultrasonic diagnosis aid systems, comprising: acquisition module, for obtaining ultrasound image；Storage
Module, for storing scanning tutorial message；Processing module is searched for judging the standard section type of present frame ultrasound image
Corresponding scanning tutorial message；Output module, for exporting the corresponding scanning tutorial message.
Preferably, the acquisition module is also used to obtain diagnostic mode, and the diagnostic mode includes that multiple needs obtain mark
The checkup item of quasi- section；The memory module is also used to store the corresponding preset standard section sequence of diagnostic mode；The place
Reason module is also used to search the corresponding scanning tutorial message in next standard section in the sequence of preset standard section.
The present invention also provides a kind of ultrasonic diagnostic equipments, including processor, display, and the processor is for executing as weighed
Benefit requires ultrasonic diagnosis assisting system described in 1-7, and the display is for showing the scanning tutorial message.
The beneficial effects of the present invention are:
The present invention judges the corresponding standard section type of present frame ultrasound image by preset algorithm, according to standard section class
Type export scanning tutorial message, can assist operators operate ultrasonic diagnostic equipment, improve diagnosis efficiency.
Detailed description of the invention
Fig. 1 is a kind of schematic diagram of ultrasonic diagnosis assisting system of the invention；
Fig. 2 is a kind of flow chart of embodiment of ultrasonic diagnosis assisting system of the invention；
Fig. 3 is the flow chart of ultrasonic diagnosis assisting system another embodiment of the invention；
Fig. 4 is a kind of schematic diagram of ultrasonic diagnosis aid system of the invention；
Fig. 5 is a kind of schematic diagram of ultrasonic diagnostic equipment of the invention.
Specific embodiment
It should be noted that in the absence of conflict, the features in the embodiments and the embodiments of the present application can phase
Mutually combination.
Embodiment 1
The present embodiment provides a kind of ultrasonic diagnosis assisting systems as shown in Figure 2, comprising the following steps:
S11, ultrasound image is obtained.
In this step, ultrasound image is two dimensional image, and doctor can operate probe scanning, obtains standard section.It obtains
Ultrasound image be in real time obtain ultrasound image, according to present frame ultrasound image come the case where determining current scanning how, it should give
Which kind of tutorial message of doctor.
S12, the corresponding standard section type of present frame ultrasound image is judged according to preset algorithm.
In this step, the approximate journey that preset algorithm passes through calculating present frame ultrasound image and various types of standard sections
Degree, judges the corresponding standard section type of present frame ultrasound image according to maximum degree of approximation.Wherein, preset algorithm is that classification is calculated
Method, preferably artificial neural network.After designing and a large amount of each class standard section is trained, artificial neural network can be to input
A frame ultrasound image calculated, the degree of approximation of it and each class standard section is obtained, with certain class standard section degree of approximation
Maximum illustrates that this frame ultrasound image and the class standard section are closest, it is possible thereby to judge to be look for this when doctor's scanning
Class standard section judges the intention of doctor.
S13, judge whether maximum degree of approximation is greater than preset threshold, it is no to then follow the steps if so then execute step S14
S14’。
When maximum degree of approximation is greater than preset threshold, expression present frame ultrasound image and certain class standard section are very close,
The ultrasound image being more satisfied with is had been obtained for, can be used for biomass measuring etc..
S14, stop output scanning tutorial message, corresponded to according to the corresponding standard section type starting of the current frame image
Image processing program measure the biomass in the present frame ultrasound image.
After obtaining more satisfied ultrasound image, doctor no longer needs scanning tutorial message.Image processing program is for knowing
The contour edge of biological part to be measured in other ultrasound image draws measurement line according to contour edge, raw according to measurement line computation
The value of object amount.Certainly, in this step, the measurement of successful prompt information and biomass can be obtained with outputting standard section
Value.
S14 ', scanning tutorial message, and return step S11 are exported according to standard section type.
There is no satisfied ultrasound image, doctor continues scanning, should continue to provide scanning tutorial message at this time, make doctor
Satisfied ultrasound image is obtained as early as possible.
Scanning tutorial message can be one of ultrasound image, schematic diagram, video, text, voice or a variety of.If super
Acoustic image can be the corresponding standard section of maximum degree of approximation, and doctor can adjust operation technique with reference to this standard section,
Until obtaining closely similar ultrasound image.If schematic diagram, human-body biological structure or position figure can be, it can also be comprising super
Specific location of the sonic probe on position figure.If video, it can be one section of ultrasonic film, can also be the operation of ultrasonic probe
The video of gimmick, doctor can refer to adjustment operation technique.If text or voice, it can prompt how doctor operates.
Based on above-mentioned steps S11-S14, the present embodiment can be such that doctor is quickly found out under the auxiliary of scanning tutorial message
Standard section, and it is automatically performed biomass measuring, improve the efficiency of ultrasound diagnosis.
Embodiment 2
The present embodiment illustrates emphatically difference from Example 1.The present embodiment provides a kind of ultrasound diagnosis as shown in Figure 3
Householder method, comprising the following steps:
S20, diagnostic mode is obtained.
Diagnostic mode includes multiple checkup items for needing to obtain standard section, these checkup items are also possible to will be using not
Same ultrasound imaging mode.For example, when diagnostic mode is " I grade of Prenatal ultrasonography for diagnosing ", including checkup item has: thalamus, abdomen
Portion, femur, amniotic fluid, placenta, arteria umbilicalis.Wherein measure arteria umbilicalis ultrasound imaging mode use PW mode (ultrasound image for frequently
Spectrogram), other ultrasonic measurement projects then use B-mode (ultrasound image is two dimensional image).
S21, ultrasound image is obtained.
S22, the corresponding standard section type of present frame ultrasound image is judged according to preset algorithm.
S23, judge whether maximum degree of approximation is greater than preset threshold, it is no to then follow the steps if so then execute step S24
S24’。
S24, stop output scanning tutorial message, corresponded to according to the corresponding standard section type starting of the current frame image
Image processing program measure the biomass in the present frame ultrasound image, execute step S25.
S24 ', scanning tutorial message, and return step S21 are exported according to standard section type.
S25, judge the corresponding standard section type of present frame ultrasound image in the corresponding preset standard of Current Diagnostic mode
It whether is a kind of last standard section type in the sequence of section, it is no to then follow the steps S26 if then exporting prompt information.
Preset standard section sequence, can be the common checks sequence of doctor；If the corresponding standard of present frame ultrasound image
Section type is a kind of last standard section type in the corresponding preset standard section sequence of Current Diagnostic mode, shows working as
Whole standard sections that are over have been obtained under preceding diagnostic mode, should prompt doctor that detection is completed at this time.
Next standard section type scanning guidance in S26, the corresponding preset standard section sequence of output Current Diagnostic mode
Information, and return step S21.
In this step, prompt doctor obtains how next standard section operates.
Based on above-mentioned steps S20-S26, the present embodiment can be such that doctor completes one by one under the auxiliary of scanning tutorial message
The acquisition of all standard sections, simplifies operation, improves the efficiency of ultrasound diagnosis.
Embodiment 3
The present embodiment provides a kind of ultrasonic diagnosis aid systems as shown in Figure 4, comprising:
Acquisition module 31, for obtaining ultrasound image and diagnostic mode；
Memory module 32, for storing scanning tutorial message and the corresponding preset standard section sequence of diagnostic mode；
Processing module 33 searches corresponding scanning guidance letter for judging the standard section type of present frame ultrasound image
Breath, and search the corresponding scanning tutorial message in next standard section in the sequence of preset standard section；
Output module 34, for exporting the corresponding scanning tutorial message.
The ultrasound diagnosis aid system can be used for implementing such as embodiment 1 or ultrasonic diagnostic assistance side as described in example 2
Method.
Embodiment 4
The present embodiment provides a kind of ultrasonic diagnostic equipments as shown in Figure 5, comprising:
Processor 41, for executing such as embodiment 1 or ultrasonic diagnosis assisting system as described in example 2；
Display 42, for showing the scanning tutorial message；
Keyboard 43, for selecting ultrasound imaging mode and input other information；
Trace ball 44, for moving mouse pointer；
Touch screen 45, for providing the option of diagnostic mode.
It is to be illustrated to preferable implementation of the invention, but the invention is not limited to the implementation above
Example, those skilled in the art can also make various equivalent variations on the premise of without prejudice to spirit of the invention or replace
It changes, these equivalent deformations or replacement are all included in the scope defined by the claims of the present application.
Claims (10)
1. a kind of ultrasound diagnosis assisting system, which is characterized in that comprising steps of
Obtain ultrasound image；
The corresponding standard section type of present frame ultrasound image is judged according to preset algorithm；
Scanning tutorial message is exported according to standard section type.
2. the method according to claim 1, wherein described judge present frame ultrasound image pair according to preset algorithm
The standard section type answered, comprising:
The degree of approximation that present frame ultrasound image and various types of standard sections are calculated according to preset algorithm, according to maximum approximate
Degree judges the corresponding standard section type of present frame ultrasound image.
3. according to the method described in claim 2, it is characterized in that, stopping when the maximum degree of approximation is greater than preset threshold
The scanning tutorial message is only exported, and/or corresponding figure is started according to the corresponding standard section type of the current frame image
As processing routine measures the biomass in the present frame ultrasound image.
4. according to the method described in claim 3, it is characterized in that, described image processing routine for identification in ultrasound image to
The contour edge for measuring biological part draws measurement line according to contour edge, according to the value of measurement line computation biomass.
5. the method according to claim 1, wherein the scanning tutorial message includes: ultrasound image, signal
One of figure, video, text, voice are a variety of.
6. the method according to claim 1, wherein the method also includes:
Diagnostic mode is obtained, the diagnostic mode includes multiple checkup items for needing to obtain standard section；
According to the corresponding standard section type of present frame ultrasound image, it is suitable to search the corresponding preset standard section of the diagnostic mode
Next standard section type in sequence, the scanning tutorial message include the information of next standard section type.
7. according to the method described in claim 6, it is characterized in that, if the corresponding standard section type of present frame ultrasound image is
Preset standard section sequence the last one, then stop exporting the scanning tutorial message.
8. a kind of ultrasound diagnosis aid system characterized by comprising
Acquisition module, for obtaining ultrasound image；
Memory module, for storing scanning tutorial message；
Processing module searches corresponding scanning tutorial message for judging the standard section type of present frame ultrasound image；
Output module, for exporting the corresponding scanning tutorial message.
9. a kind of ultrasonic diagnosis aid system according to claim 8, which is characterized in that the acquisition module is also used to obtain
Diagnostic mode is taken, the diagnostic mode includes multiple checkup items for needing to obtain standard section；The memory module is also used to
Store the corresponding preset standard section sequence of diagnostic mode；The processing module is also used to search in the sequence of preset standard section
The corresponding scanning tutorial message in next standard section.
10. a kind of ultrasonic diagnostic equipment, including processor, display, which is characterized in that the processor is for executing such as right
It is required that ultrasonic diagnosis assisting system described in 1-7, the display is for showing the scanning tutorial message.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201811623641.7A CN109589141A (en) | 2018-12-28 | 2018-12-28 | A kind of ultrasound diagnosis assisting system, system and ultrasonic diagnostic equipment |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201811623641.7A CN109589141A (en) | 2018-12-28 | 2018-12-28 | A kind of ultrasound diagnosis assisting system, system and ultrasonic diagnostic equipment |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN109589141A true CN109589141A (en) | 2019-04-09 |
Family
ID=65962863
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201811623641.7A Pending CN109589141A (en) | 2018-12-28 | 2018-12-28 | A kind of ultrasound diagnosis assisting system, system and ultrasonic diagnostic equipment |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN109589141A (en) |
Cited By (11)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110960262A (en) * | 2019-12-31 | 2020-04-07 | 上海杏脉信息科技有限公司 | Ultrasonic scanning system, method and medium |
| CN112215843A (en) * | 2019-12-31 | 2021-01-12 | 无锡祥生医疗科技股份有限公司 | Ultrasonic intelligent imaging navigation method and device, ultrasonic equipment and storage medium |
| CN112336376A (en) * | 2020-10-19 | 2021-02-09 | 深圳华声医疗技术股份有限公司 | Ultrasonic auxiliary scanning method and device and readable storage medium |
| CN112773402A (en) * | 2019-11-09 | 2021-05-11 | 无锡祥生医疗科技股份有限公司 | Intelligent auxiliary guiding method, ultrasonic diagnosis device and storage medium |
| CN113116386A (en) * | 2019-12-31 | 2021-07-16 | 无锡祥生医疗科技股份有限公司 | Ultrasound imaging guidance method, ultrasound apparatus, and storage medium |
| CN113180731A (en) * | 2021-03-31 | 2021-07-30 | 上海深至信息科技有限公司 | Ultrasonic scanning guiding system and method |
| CN113274056A (en) * | 2021-06-30 | 2021-08-20 | 深圳开立生物医疗科技股份有限公司 | Ultrasonic scanning method and related device |
| CN113536964A (en) * | 2021-06-25 | 2021-10-22 | 合肥合滨智能机器人有限公司 | Classification extraction method of ultrasonic videos |
| CN113951922A (en) * | 2021-10-26 | 2022-01-21 | 深圳迈瑞动物医疗科技有限公司 | Ultrasonic imaging equipment and scanning prompting method thereof |
| CN113974686A (en) * | 2021-12-03 | 2022-01-28 | 深圳迈瑞动物医疗科技有限公司 | Ultrasonic imaging equipment |
| CN114376614A (en) * | 2021-11-08 | 2022-04-22 | 中国医科大学附属第一医院 | Auxiliary method for carotid artery ultrasonic measurement and ultrasonic equipment |
Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN103118598A (en) * | 2011-09-16 | 2013-05-22 | 株式会社东芝 | Ultrasound diagnosis device, ultrasound image display device, and ultrasound image display method |
| CN104680481A (en) * | 2013-11-28 | 2015-06-03 | 深圳迈瑞生物医疗电子股份有限公司 | Ultrasonic auxiliary scanning method and ultrasonic auxiliary scanning system |
| WO2015139267A1 (en) * | 2014-03-20 | 2015-09-24 | 深圳迈瑞生物医疗电子股份有限公司 | Method and device for automatic identification of measurement item and ultrasound imaging apparatus |
| US20160051232A1 (en) * | 2014-08-25 | 2016-02-25 | Samsung Medison Co., Ltd. | Ultrasound diagnostic apparatus and method and computer readable storage medium |
| CN106388865A (en) * | 2016-11-26 | 2017-02-15 | 汕头市超声仪器研究所有限公司 | Method for guiding to acquire ultrasonic tangent-plane image by manpower |
| CN107569257A (en) * | 2017-09-29 | 2018-01-12 | 深圳开立生物医疗科技股份有限公司 | Ultrasonoscopy processing method and system, ultrasonic diagnostic equipment |
-
2018
- 2018-12-28 CN CN201811623641.7A patent/CN109589141A/en active Pending
Patent Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN103118598A (en) * | 2011-09-16 | 2013-05-22 | 株式会社东芝 | Ultrasound diagnosis device, ultrasound image display device, and ultrasound image display method |
| CN104680481A (en) * | 2013-11-28 | 2015-06-03 | 深圳迈瑞生物医疗电子股份有限公司 | Ultrasonic auxiliary scanning method and ultrasonic auxiliary scanning system |
| WO2015139267A1 (en) * | 2014-03-20 | 2015-09-24 | 深圳迈瑞生物医疗电子股份有限公司 | Method and device for automatic identification of measurement item and ultrasound imaging apparatus |
| US20160051232A1 (en) * | 2014-08-25 | 2016-02-25 | Samsung Medison Co., Ltd. | Ultrasound diagnostic apparatus and method and computer readable storage medium |
| CN106388865A (en) * | 2016-11-26 | 2017-02-15 | 汕头市超声仪器研究所有限公司 | Method for guiding to acquire ultrasonic tangent-plane image by manpower |
| CN107569257A (en) * | 2017-09-29 | 2018-01-12 | 深圳开立生物医疗科技股份有限公司 | Ultrasonoscopy processing method and system, ultrasonic diagnostic equipment |
Non-Patent Citations (6)
| Title |
|---|
| ASHNIL KUMAR，等: "Plane identification in fetal ultrasound images using saliency maps and convolutional neural networks", 《2016 IEEE 13TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING(ISBI)》 * |
| HAO CHEN, ETC: "Ultrasound Standard Plane Detection Using a Composite Neural Network Framework", 《IEEE TRANSACTIONS ON CYBERNETICS》 * |
| HAO CHEN，等: "Automatic Fetal Ultrasound Standard Plane Detection Using Knowledge Transferred Recurrent Neural Networks", 《LECTURE NOTES IN COMPUTER SCIENCE》 * |
| HAO CHEN，等: "Ultrasound Standard Plane Detection Using a Composite Neural Network Framework", 《IEEE TRANSACTIONS ON CYBERNETICS》 * |
| LING ZHANG,ETC: "Intelligent scanning: Automated standard plane selection and biometric measurement of early gestational sac in routine ultrasound examination", 《MEDICAL PHYSICS》 * |
| 鲁红: "《妇科超声检查》", 31 January 2010, 人民军医出版社 * |
Cited By (14)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN112773402A (en) * | 2019-11-09 | 2021-05-11 | 无锡祥生医疗科技股份有限公司 | Intelligent auxiliary guiding method, ultrasonic diagnosis device and storage medium |
| CN110960262A (en) * | 2019-12-31 | 2020-04-07 | 上海杏脉信息科技有限公司 | Ultrasonic scanning system, method and medium |
| CN112215843A (en) * | 2019-12-31 | 2021-01-12 | 无锡祥生医疗科技股份有限公司 | Ultrasonic intelligent imaging navigation method and device, ultrasonic equipment and storage medium |
| CN112215843B (en) * | 2019-12-31 | 2021-06-11 | 无锡祥生医疗科技股份有限公司 | Ultrasonic intelligent imaging navigation method and device, ultrasonic equipment and storage medium |
| CN113116386A (en) * | 2019-12-31 | 2021-07-16 | 无锡祥生医疗科技股份有限公司 | Ultrasound imaging guidance method, ultrasound apparatus, and storage medium |
| CN112336376A (en) * | 2020-10-19 | 2021-02-09 | 深圳华声医疗技术股份有限公司 | Ultrasonic auxiliary scanning method and device and readable storage medium |
| CN113180731A (en) * | 2021-03-31 | 2021-07-30 | 上海深至信息科技有限公司 | Ultrasonic scanning guiding system and method |
| CN113536964A (en) * | 2021-06-25 | 2021-10-22 | 合肥合滨智能机器人有限公司 | Classification extraction method of ultrasonic videos |
| CN113536964B (en) * | 2021-06-25 | 2023-09-26 | 合肥合滨智能机器人有限公司 | Classification extraction method for ultrasonic video |
| CN113274056A (en) * | 2021-06-30 | 2021-08-20 | 深圳开立生物医疗科技股份有限公司 | Ultrasonic scanning method and related device |
| CN113951922A (en) * | 2021-10-26 | 2022-01-21 | 深圳迈瑞动物医疗科技有限公司 | Ultrasonic imaging equipment and scanning prompting method thereof |
| CN114376614A (en) * | 2021-11-08 | 2022-04-22 | 中国医科大学附属第一医院 | Auxiliary method for carotid artery ultrasonic measurement and ultrasonic equipment |
| CN114376614B (en) * | 2021-11-08 | 2024-03-12 | 中国医科大学附属第一医院 | Auxiliary method for carotid artery ultrasonic measurement and ultrasonic equipment |
| CN113974686A (en) * | 2021-12-03 | 2022-01-28 | 深圳迈瑞动物医疗科技有限公司 | Ultrasonic imaging equipment |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN109589141A (en) | A kind of ultrasound diagnosis assisting system, system and ultrasonic diagnostic equipment | |
| JP6467041B2 (en) | Ultrasonic diagnostic apparatus and image processing method | |
| US10347035B2 (en) | Diagnostic image generation apparatus and diagnostic image generation method | |
| US8343053B2 (en) | Detection of structure in ultrasound M-mode imaging | |
| US11948345B2 (en) | Ultrasound system with artificial neural network for retrieval of imaging parameter settings for recurring patient | |
| RU2435189C2 (en) | Method of searching for faulty unit in dynamic system | |
| EP2298176A1 (en) | Medical image processing device and method for processing medical image | |
| CN110177504A (en) | The method and ultrasonic image-forming system of parameter measurement in ultrasound image | |
| US11069059B2 (en) | Prenatal ultrasound imaging | |
| US20140369583A1 (en) | Ultrasound diagnostic device, ultrasound diagnostic method, and computer-readable medium having recorded program therein | |
| US10433815B2 (en) | Ultrasound diagnostic image generating device and method | |
| JP7204106B2 (en) | Navigation system for ultrasonic probe and its navigation display device | |
| CN101739681A (en) | Related prediction model-based method for detecting structural deformation in magnetic resonance image | |
| EP3845133A1 (en) | Ultrasonic diagnostic device and ultrasonic diagnostic device control method | |
| CN110246135A (en) | Monitor Follicles method, apparatus, system and storage medium | |
| CN104463830B (en) | The detecting system and method for plaque within blood vessels | |
| CN102800072B (en) | Diasonograph scan image quality optimization disposal route and device thereof | |
| CN115813439A (en) | Ultrasonic image detection method and ultrasonic imaging equipment | |
| JP2019118694A (en) | Medical image generation apparatus | |
| CN106504226B (en) | Ultrasound image prolapse of bladder automatic grading system | |
| CN110013277A (en) | A kind of aided diagnosis method and device based on shearing wave elastic image | |
| EP4198997A1 (en) | A computer implemented method, a method and a system | |
| US11712223B2 (en) | Ultrasound imaging system and method | |
| CN110897656B (en) | Ultrasonic shear wave elasticity measuring method and device | |
| JP2007020731A (en) | Ultrasonic diagnostic apparatus |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| RJ01 | Rejection of invention patent application after publication |
Application publication date: 20190409 |
|
| RJ01 | Rejection of invention patent application after publication |