SG11202011655YA - Medical image processing method and device, electronic apparatus, and storage medium - Google Patents
Medical image processing method and device, electronic apparatus, and storage mediumInfo
- Publication number
- SG11202011655YA SG11202011655YA SG11202011655YA SG11202011655YA SG11202011655YA SG 11202011655Y A SG11202011655Y A SG 11202011655YA SG 11202011655Y A SG11202011655Y A SG 11202011655YA SG 11202011655Y A SG11202011655Y A SG 11202011655YA SG 11202011655Y A SG11202011655Y A SG 11202011655YA
- Authority
- SG
- Singapore
- Prior art keywords
- image processing
- storage medium
- processing method
- electronic apparatus
- medical image
- Prior art date
Links
Classifications
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- 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
- G16H30/40—ICT specially adapted for the handling or processing of medical images for processing medical images, e.g. editing
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/24—Classification techniques
- G06F18/241—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
- G06F18/2413—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on distances to training or reference patterns
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/045—Combinations of networks
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/08—Learning methods
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/08—Learning methods
- G06N3/084—Backpropagation, e.g. using gradient descent
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/0002—Inspection of images, e.g. flaw detection
- G06T7/0012—Biomedical image inspection
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/10—Segmentation; Edge detection
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/10—Segmentation; Edge detection
- G06T7/11—Region-based segmentation
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/10—Segmentation; Edge detection
- G06T7/12—Edge-based segmentation
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/70—Determining position or orientation of objects or cameras
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
- G06V10/764—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using classification, e.g. of video objects
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
- G06V10/82—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- 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
- G16H30/20—ICT specially adapted for the handling or processing of medical images for handling medical images, e.g. DICOM, HL7 or PACS
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
- G16H50/20—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for computer-aided diagnosis, e.g. based on medical expert systems
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/20—Special algorithmic details
- G06T2207/20081—Training; Learning
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/20—Special algorithmic details
- G06T2207/20084—Artificial neural networks [ANN]
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/30—Subject of image; Context of image processing
- G06T2207/30004—Biomedical image processing
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/30—Subject of image; Context of image processing
- G06T2207/30004—Biomedical image processing
- G06T2207/30008—Bone
- G06T2207/30012—Spine; Backbone
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V2201/00—Indexing scheme relating to image or video recognition or understanding
- G06V2201/03—Recognition of patterns in medical or anatomical images
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Health & Medical Sciences (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- General Health & Medical Sciences (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Medical Informatics (AREA)
- Evolutionary Computation (AREA)
- Radiology & Medical Imaging (AREA)
- Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
- Public Health (AREA)
- Artificial Intelligence (AREA)
- Epidemiology (AREA)
- Primary Health Care (AREA)
- Computing Systems (AREA)
- Software Systems (AREA)
- Data Mining & Analysis (AREA)
- Biomedical Technology (AREA)
- Databases & Information Systems (AREA)
- General Engineering & Computer Science (AREA)
- Life Sciences & Earth Sciences (AREA)
- Multimedia (AREA)
- Quality & Reliability (AREA)
- Computational Linguistics (AREA)
- Biophysics (AREA)
- Molecular Biology (AREA)
- Mathematical Physics (AREA)
- Evolutionary Biology (AREA)
- Bioinformatics & Computational Biology (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Pathology (AREA)
- Apparatus For Radiation Diagnosis (AREA)
- Image Analysis (AREA)
- Image Processing (AREA)
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201810818690.XA CN108986891A (en) | 2018-07-24 | 2018-07-24 | Medical imaging processing method and processing device, electronic equipment and storage medium |
PCT/CN2018/117759 WO2020019612A1 (en) | 2018-07-24 | 2018-11-27 | Medical image processing method and device, electronic apparatus, and storage medium |
Publications (1)
Publication Number | Publication Date |
---|---|
SG11202011655YA true SG11202011655YA (en) | 2020-12-30 |
Family
ID=64549848
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
SG11202011655YA SG11202011655YA (en) | 2018-07-24 | 2018-11-27 | Medical image processing method and device, electronic apparatus, and storage medium |
Country Status (7)
Country | Link |
---|---|
US (1) | US20210073982A1 (en) |
JP (1) | JP7154322B2 (en) |
KR (1) | KR20210002606A (en) |
CN (1) | CN108986891A (en) |
SG (1) | SG11202011655YA (en) |
TW (1) | TWI715117B (en) |
WO (1) | WO2020019612A1 (en) |
Families Citing this family (18)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN111435432B (en) * | 2019-01-15 | 2023-05-26 | 北京市商汤科技开发有限公司 | Network optimization method and device, image processing method and device and storage medium |
CN109949309B (en) * | 2019-03-18 | 2022-02-11 | 安徽紫薇帝星数字科技有限公司 | Liver CT image segmentation method based on deep learning |
CN109978886B (en) * | 2019-04-01 | 2021-11-09 | 北京市商汤科技开发有限公司 | Image processing method and device, electronic equipment and storage medium |
CN110148454B (en) * | 2019-05-21 | 2023-06-06 | 上海联影医疗科技股份有限公司 | Positioning method, positioning device, server and storage medium |
CN110555833B (en) * | 2019-08-30 | 2023-03-21 | 联想(北京)有限公司 | Image processing method, image processing apparatus, electronic device, and medium |
CN110992376A (en) * | 2019-11-28 | 2020-04-10 | 北京推想科技有限公司 | CT image-based rib segmentation method, device, medium and electronic equipment |
CN111369582B (en) * | 2020-03-06 | 2023-04-07 | 腾讯科技(深圳)有限公司 | Image segmentation method, background replacement method, device, equipment and storage medium |
WO2021247034A1 (en) * | 2020-06-05 | 2021-12-09 | Aetherai Ip Holding Llc | Object detection method and convolution neural network for the same |
CN111768382B (en) * | 2020-06-30 | 2023-08-15 | 重庆大学 | Interactive segmentation method based on lung nodule growth morphology |
TWI771761B (en) * | 2020-09-25 | 2022-07-21 | 宏正自動科技股份有限公司 | Method and device for processing medical image |
TWI768575B (en) | 2020-12-03 | 2022-06-21 | 財團法人工業技術研究院 | Three-dimensional image dynamic correction evaluation and auxiliary design method and system for orthotics |
TWI755214B (en) * | 2020-12-22 | 2022-02-11 | 鴻海精密工業股份有限公司 | Method for distinguishing objects, computer device and storage medium |
CN113052159B (en) * | 2021-04-14 | 2024-06-07 | ***通信集团陕西有限公司 | Image recognition method, device, equipment and computer storage medium |
CN113112484B (en) * | 2021-04-19 | 2021-12-31 | 山东省人工智能研究院 | Ventricular image segmentation method based on feature compression and noise suppression |
CN113255756B (en) * | 2021-05-20 | 2024-05-24 | 联仁健康医疗大数据科技股份有限公司 | Image fusion method and device, electronic equipment and storage medium |
CN113269747B (en) * | 2021-05-24 | 2023-06-13 | 浙江大学医学院附属第一医院 | Pathological image liver cancer diffusion detection method and system based on deep learning |
CN113554619A (en) * | 2021-07-22 | 2021-10-26 | 深圳市永吉星光电有限公司 | Image target detection method, system and device of 3D medical miniature camera |
KR102632864B1 (en) * | 2023-04-07 | 2024-02-07 | 주식회사 카비랩 | 3D Segmentation System and its method for Fracture Fragments using Semantic Segmentation |
Family Cites Families (20)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20120143090A1 (en) * | 2009-08-16 | 2012-06-07 | Ori Hay | Assessment of Spinal Anatomy |
TWI473598B (en) * | 2012-05-18 | 2015-02-21 | Univ Nat Taiwan | Breast ultrasound image scanning and diagnostic assistance system |
US9430829B2 (en) * | 2014-01-30 | 2016-08-30 | Case Western Reserve University | Automatic detection of mitosis using handcrafted and convolutional neural network features |
WO2017091833A1 (en) | 2015-11-29 | 2017-06-01 | Arterys Inc. | Automated cardiac volume segmentation |
CN105678746B (en) * | 2015-12-30 | 2018-04-03 | 上海联影医疗科技有限公司 | The localization method and device of liver scope in a kind of medical image |
WO2017141958A1 (en) * | 2016-02-15 | 2017-08-24 | 学校法人慶應義塾 | Spinal column alignment assessment apparatus, spinal column alignment assessment method, and spinal column alignment assessment program |
US9965863B2 (en) * | 2016-08-26 | 2018-05-08 | Elekta, Inc. | System and methods for image segmentation using convolutional neural network |
CN108229455B (en) * | 2017-02-23 | 2020-10-16 | 北京市商汤科技开发有限公司 | Object detection method, neural network training method and device and electronic equipment |
US10366491B2 (en) * | 2017-03-08 | 2019-07-30 | Siemens Healthcare Gmbh | Deep image-to-image recurrent network with shape basis for automatic vertebra labeling in large-scale 3D CT volumes |
CN107220980B (en) * | 2017-05-25 | 2019-12-03 | 重庆师范大学 | A kind of MRI image brain tumor automatic division method based on full convolutional network |
WO2019023891A1 (en) * | 2017-07-31 | 2019-02-07 | Shenzhen United Imaging Healthcare Co., Ltd. | Systems and methods for automatic vertebrae segmentation and identification in medical images |
WO2019041262A1 (en) * | 2017-08-31 | 2019-03-07 | Shenzhen United Imaging Healthcare Co., Ltd. | System and method for image segmentation |
US11158047B2 (en) * | 2017-09-15 | 2021-10-26 | Multus Medical, Llc | System and method for segmentation and visualization of medical image data |
CN107784647B (en) * | 2017-09-29 | 2021-03-09 | 华侨大学 | Liver and tumor segmentation method and system based on multitask deep convolutional network |
EP3872759A1 (en) * | 2017-10-20 | 2021-09-01 | Nuvasive, Inc. | Intervertebral disc modeling |
CN107945179A (en) * | 2017-12-21 | 2018-04-20 | 王华锋 | A kind of good pernicious detection method of Lung neoplasm of the convolutional neural networks of feature based fusion |
CN108230323B (en) * | 2018-01-30 | 2021-03-23 | 浙江大学 | Pulmonary nodule false positive screening method based on convolutional neural network |
US10878576B2 (en) * | 2018-02-14 | 2020-12-29 | Elekta, Inc. | Atlas-based segmentation using deep-learning |
US10902587B2 (en) * | 2018-05-31 | 2021-01-26 | GE Precision Healthcare LLC | Methods and systems for labeling whole spine image using deep neural network |
CN111063424B (en) * | 2019-12-25 | 2023-09-19 | 上海联影医疗科技股份有限公司 | Intervertebral disc data processing method and device, electronic equipment and storage medium |
-
2018
- 2018-07-24 CN CN201810818690.XA patent/CN108986891A/en not_active Withdrawn
- 2018-11-27 WO PCT/CN2018/117759 patent/WO2020019612A1/en active Application Filing
- 2018-11-27 KR KR1020207033584A patent/KR20210002606A/en not_active Application Discontinuation
- 2018-11-27 SG SG11202011655YA patent/SG11202011655YA/en unknown
- 2018-11-27 JP JP2020573401A patent/JP7154322B2/en active Active
-
2019
- 2019-07-24 TW TW108126233A patent/TWI715117B/en active
-
2020
- 2020-11-20 US US16/953,896 patent/US20210073982A1/en not_active Abandoned
Also Published As
Publication number | Publication date |
---|---|
US20210073982A1 (en) | 2021-03-11 |
CN108986891A (en) | 2018-12-11 |
KR20210002606A (en) | 2021-01-08 |
JP2021529400A (en) | 2021-10-28 |
WO2020019612A1 (en) | 2020-01-30 |
TWI715117B (en) | 2021-01-01 |
JP7154322B2 (en) | 2022-10-17 |
TW202008163A (en) | 2020-02-16 |
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