SG11202013074SA - Method, apparatus and device for detecting lesion, and storage medium - Google Patents

Method, apparatus and device for detecting lesion, and storage medium

Info

Publication number
SG11202013074SA
SG11202013074SA SG11202013074SA SG11202013074SA SG11202013074SA SG 11202013074S A SG11202013074S A SG 11202013074SA SG 11202013074S A SG11202013074S A SG 11202013074SA SG 11202013074S A SG11202013074S A SG 11202013074SA SG 11202013074S A SG11202013074S A SG 11202013074SA
Authority
SG
Singapore
Prior art keywords
storage medium
detecting lesion
lesion
detecting
medium
Prior art date
Application number
SG11202013074SA
Inventor
Rui Huang
Yunhe Gao
Original Assignee
Beijing Sensetime Technology Development Co Ltd
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by Beijing Sensetime Technology Development Co Ltd filed Critical Beijing Sensetime Technology Development Co Ltd
Publication of SG11202013074SA publication Critical patent/SG11202013074SA/en

Links

Classifications

    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B6/00—Apparatus or devices for radiation diagnosis; Apparatus or devices for radiation diagnosis combined with radiation therapy equipment
    • A61B6/52—Devices using data or image processing specially adapted for radiation diagnosis
    • A61B6/5211—Devices using data or image processing specially adapted for radiation diagnosis involving processing of medical diagnostic data
    • A61B6/5223—Devices using data or image processing specially adapted for radiation diagnosis involving processing of medical diagnostic data generating planar views from image data, e.g. extracting a coronal view from a 3D image
    • 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
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B6/00—Apparatus or devices for radiation diagnosis; Apparatus or devices for radiation diagnosis combined with radiation therapy equipment
    • A61B6/46—Arrangements for interfacing with the operator or the patient
    • A61B6/461—Displaying means of special interest
    • A61B6/463—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
    • A61B6/00—Apparatus or devices for radiation diagnosis; Apparatus or devices for radiation diagnosis combined with radiation therapy equipment
    • A61B6/52—Devices using data or image processing specially adapted for radiation diagnosis
    • A61B6/5211—Devices using data or image processing specially adapted for radiation diagnosis involving processing of medical diagnostic data
    • A61B6/5217—Devices using data or image processing specially adapted for radiation diagnosis involving processing of medical diagnostic data extracting a diagnostic or physiological parameter from medical diagnostic data
    • 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
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T1/00—General purpose image data processing
    • G06T1/20—Processor architectures; Processor configuration, e.g. pipelining
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T3/00—Geometric image transformations in the plane of the image
    • G06T3/40—Scaling of whole images or parts thereof, e.g. expanding or contracting
    • G06T3/4046—Scaling of whole images or parts thereof, e.g. expanding or contracting using neural networks
    • 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
    • G06T7/11—Region-based segmentation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/70—Determining position or orientation of objects or cameras
    • G06T7/73—Determining position or orientation of objects or cameras using feature-based methods
    • 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
    • G16H15/00—ICT specially adapted for medical reports, e.g. generation or transmission thereof
    • 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
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B6/00—Apparatus or devices for radiation diagnosis; Apparatus or devices for radiation diagnosis combined with radiation therapy equipment
    • A61B6/02—Arrangements for diagnosis sequentially in different planes; Stereoscopic radiation diagnosis
    • A61B6/03—Computed tomography [CT]
    • A61B6/032—Transmission computed tomography [CT]
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B6/00—Apparatus or devices for radiation diagnosis; Apparatus or devices for radiation diagnosis combined with radiation therapy equipment
    • A61B6/52—Devices using data or image processing specially adapted for radiation diagnosis
    • A61B6/5205—Devices using data or image processing specially adapted for radiation diagnosis involving processing of raw data to produce diagnostic data
    • 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
    • G06T2207/10—Image acquisition modality
    • G06T2207/10072—Tomographic images
    • G06T2207/10081—Computed x-ray tomography [CT]
    • 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
    • G06T2207/30061—Lung
    • 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
    • G06T2207/30096—Tumor; Lesion

Landscapes

  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Physics & Mathematics (AREA)
  • General Health & Medical Sciences (AREA)
  • Theoretical Computer Science (AREA)
  • Public Health (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Biomedical Technology (AREA)
  • General Physics & Mathematics (AREA)
  • Radiology & Medical Imaging (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Epidemiology (AREA)
  • Primary Health Care (AREA)
  • Pathology (AREA)
  • Biophysics (AREA)
  • Molecular Biology (AREA)
  • Data Mining & Analysis (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Veterinary Medicine (AREA)
  • High Energy & Nuclear Physics (AREA)
  • Animal Behavior & Ethology (AREA)
  • Surgery (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Optics & Photonics (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Databases & Information Systems (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Quality & Reliability (AREA)
  • Computational Linguistics (AREA)
  • Pulmonology (AREA)
  • Human Computer Interaction (AREA)
  • Physiology (AREA)
  • Apparatus For Radiation Diagnosis (AREA)
  • Image Analysis (AREA)
  • Magnetic Resonance Imaging Apparatus (AREA)
SG11202013074SA 2018-12-07 2019-10-30 Method, apparatus and device for detecting lesion, and storage medium SG11202013074SA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN201811500631.4A CN109754389B (en) 2018-12-07 2018-12-07 Image processing method, device and equipment
PCT/CN2019/114452 WO2020114158A1 (en) 2018-12-07 2019-10-30 Method, apparatus and device for detecting lesion, and storage medium

Publications (1)

Publication Number Publication Date
SG11202013074SA true SG11202013074SA (en) 2021-01-28

Family

ID=66402643

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11202013074SA SG11202013074SA (en) 2018-12-07 2019-10-30 Method, apparatus and device for detecting lesion, and storage medium

Country Status (7)

Country Link
US (1) US20210113172A1 (en)
JP (1) JP7061225B2 (en)
KR (1) KR20210015972A (en)
CN (2) CN111292301A (en)
SG (1) SG11202013074SA (en)
TW (1) TWI724669B (en)
WO (1) WO2020114158A1 (en)

Families Citing this family (12)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111292301A (en) * 2018-12-07 2020-06-16 北京市商汤科技开发有限公司 Focus detection method, device, equipment and storage medium
CN110175993A (en) * 2019-05-27 2019-08-27 西安交通大学医学院第一附属医院 A kind of Faster R-CNN pulmonary tuberculosis sign detection system and method based on FPN
CN110533637B (en) * 2019-08-02 2022-02-11 杭州依图医疗技术有限公司 Method and device for detecting object
CN110580948A (en) * 2019-09-12 2019-12-17 杭州依图医疗技术有限公司 Medical image display method and display equipment
CN111402252B (en) * 2020-04-02 2021-01-15 和宇健康科技股份有限公司 Accurate medical image analysis method and robot surgery system
CN111816281B (en) * 2020-06-23 2024-05-14 无锡祥生医疗科技股份有限公司 Ultrasonic image inquiry device
CN112116562A (en) * 2020-08-26 2020-12-22 重庆市中迪医疗信息科技股份有限公司 Method, device, equipment and medium for detecting focus based on lung image data
CN112258564B (en) * 2020-10-20 2022-02-08 推想医疗科技股份有限公司 Method and device for generating fusion feature set
CN112017185B (en) * 2020-10-30 2021-02-05 平安科技（深圳）有限公司 Focus segmentation method, device and storage medium
US11830622B2 (en) * 2021-06-11 2023-11-28 International Business Machines Corporation Processing multimodal images of tissue for medical evaluation
CN114943717B (en) * 2022-05-31 2023-04-07 北京医准智能科技有限公司 Method and device for detecting breast lesions, electronic equipment and readable storage medium
CN115170510B (en) * 2022-07-04 2023-04-07 北京医准智能科技有限公司 Focus detection method and device, electronic equipment and readable storage medium

Family Cites Families (18)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5974108A (en) * 1995-12-25 1999-10-26 Kabushiki Kaisha Toshiba X-ray CT scanning apparatus
US7747057B2 (en) * 2006-05-26 2010-06-29 General Electric Company Methods and apparatus for BIS correction
US9208556B2 (en) * 2010-11-26 2015-12-08 Quantitative Insights, Inc. Method, system, software and medium for advanced intelligent image analysis and display of medical images and information
US10238368B2 (en) * 2013-09-21 2019-03-26 General Electric Company Method and system for lesion detection in ultrasound images
CN105917354A (en) * 2014-10-09 2016-08-31 微软技术许可有限责任公司 Spatial pyramid pooling networks for image processing
EP3582151A1 (en) 2015-08-15 2019-12-18 Salesforce.com, Inc. Three-dimensional (3d) convolution with 3d batch normalization
JP6849966B2 (en) * 2016-11-21 2021-03-31 東芝エネルギーシステムズ株式会社 Medical image processing equipment, medical image processing methods, medical image processing programs, motion tracking equipment and radiation therapy systems
KR101879207B1 (en) 2016-11-22 2018-07-17 주식회사 루닛 Method and Apparatus for Recognizing Objects in a Weakly Supervised Learning Manner
CN106780460B (en) * 2016-12-13 2019-11-08 杭州健培科技有限公司 A kind of Lung neoplasm automatic checkout system for chest CT images
JP7054787B2 (en) * 2016-12-22 2022-04-15 パナソニックＩｐマネジメント株式会社 Control methods, information terminals, and programs
CN108022238B (en) 2017-08-09 2020-07-03 深圳科亚医疗科技有限公司 Method, computer storage medium, and system for detecting object in 3D image
CN108257674A (en) * 2018-01-24 2018-07-06 龙马智芯（珠海横琴）科技有限公司 Disease forecasting method and apparatus, equipment, computer readable storage medium
CN108171709A (en) 2018-01-30 2018-06-15 北京青燕祥云科技有限公司 Detection method, device and the realization device of Liver masses focal area
CN108447046B (en) * 2018-02-05 2019-07-26 龙马智芯（珠海横琴）科技有限公司 The detection method and device of lesion, computer readable storage medium
CN108764241A (en) * 2018-04-20 2018-11-06 平安科技（深圳）有限公司 Divide method, apparatus, computer equipment and the storage medium of near end of thighbone
CN108852268A (en) * 2018-04-23 2018-11-23 浙江大学 A kind of digestive endoscopy image abnormal characteristic real-time mark system and method
CN108717569B (en) * 2018-05-16 2022-03-22 中国人民解放军陆军工程大学 Expansion full-convolution neural network device and construction method thereof
CN111292301A (en) * 2018-12-07 2020-06-16 北京市商汤科技开发有限公司 Focus detection method, device, equipment and storage medium

Also Published As

Publication number Publication date
US20210113172A1 (en) 2021-04-22
CN109754389B (en) 2021-08-24
JP2021531565A (en) 2021-11-18
WO2020114158A1 (en) 2020-06-11
CN109754389A (en) 2019-05-14
TWI724669B (en) 2021-04-11
CN111292301A (en) 2020-06-16
TW202032579A (en) 2020-09-01
JP7061225B2 (en) 2022-04-27
KR20210015972A (en) 2021-02-10

Similar Documents

Publication Publication Date Title
SG11202013074SA (en) Method, apparatus and device for detecting lesion, and storage medium
SG11202106831QA (en) Method and apparatus for association detection for human face and human hand, electronic device, and storage medium
SG11202007036XA (en) Method and apparatus for liveness detection, device, and storage medium
SG11202008321WA (en) Method and device for detecting and positioning medical image lesion, equipment and storage medium
SG11202011959SA (en) Method and apparatus for object detection, intelligent driving method and device, and storage medium
SG11202012755TA (en) Target object detection method and apparatus, and electronic device and storage medium
EP3820071C0 (en) Method and apparatus for indicating resource unit, and storage medium
SG11202101794SA (en) Human detection method and apparatus, computer device and storage medium
SG11202008787UA (en) Method for estimating monocular depth, apparatus and device therefor, and storage medium
SG11202002741VA (en) Method and apparatus for anti-spoofing detection, electronic device, and storage medium
SG11202012861PA (en) Target detection method and apparatus, device, and storage medium
SG11202008103YA (en) Method and apparatus for liveness detection, electronic device, and storage medium
PT3667980T (en) Method, device, apparatus, and storage medium for indicating and receiving resource location
SG11202009691TA (en) Method and device for liveness detection, and storage medium
EP3796110A4 (en) Method and apparatus for determining controlled object, and storage medium and electronic device
EP3806064A4 (en) Method and apparatus for detecting parking space usage condition, electronic device, and storage medium
EP3879814A4 (en) Method and apparatus for automatically detecting and suppressing fringes, electronic device and computer-readable storage medium
SG11202005080VA (en) Method, apparatus and system for liveness detection, electronic device, and storage medium
SG11202101225XA (en) Method, apparatus and system for detecting companions, electronic device and storage medium
EP3846120A4 (en) Line segment detection method and apparatus, device, and computer-readable storage medium
SG11202004541WA (en) Chatbot configuration method and apparatus, computer device, and storage medium
ZA202206999B (en) Method and apparatus for detecting yaw-to-wind abnormality, and device and storage medium thereof
SG11202103561TA (en) Audio detection method and apparatus, and device and storage medium
SG11202108783WA (en) Pickup reminding method and apparatus, device, and storage medium
SG10201913152SA (en) Method And Apparatus For Detecting Dealing Sequence, Storage Medium And Electronic Device