SG11202004739RA - Three-dimensional medical image analysis method and system for identification of vertebral fractures - Google Patents

Three-dimensional medical image analysis method and system for identification of vertebral fractures

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Publication number
SG11202004739RA
SG11202004739RA SG11202004739RA SG11202004739RA SG11202004739RA SG 11202004739R A SG11202004739R A SG 11202004739RA SG 11202004739R A SG11202004739R A SG 11202004739RA SG 11202004739R A SG11202004739R A SG 11202004739RA SG 11202004739R A SG11202004739R A SG 11202004739RA
Authority
SG
Singapore
Prior art keywords
identification
medical image
analysis method
image analysis
dimensional medical
Prior art date
Application number
SG11202004739RA
Inventor
Joeri Nicolaes
Original Assignee
UCB Biopharma SRL
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 UCB Biopharma SRL filed Critical UCB Biopharma SRL
Publication of SG11202004739RA publication Critical patent/SG11202004739RA/en

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    • 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
    • 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
    • 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
    • A61B6/02—Arrangements for diagnosis sequentially in different planes; Stereoscopic radiation diagnosis
    • A61B6/03—Computed tomography [CT]
    • A61B6/032—Transmission computed tomography [CT]
    • A61B6/035—Mechanical aspects of 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
    • A61B6/50—Apparatus or devices for radiation diagnosis; Apparatus or devices for radiation diagnosis combined with radiation therapy equipment specially adapted for specific body parts; specially adapted for specific clinical applications
    • A61B6/505—Apparatus or devices for radiation diagnosis; Apparatus or devices for radiation diagnosis combined with radiation therapy equipment specially adapted for specific body parts; specially adapted for specific clinical applications for diagnosis of bone
    • 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
    • G06F18/2415—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on parametric or probabilistic models, e.g. based on likelihood ratio or false acceptance rate versus a false rejection rate
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T15/00—3D [Three Dimensional] image rendering
    • G06T15/08—Volume rendering
    • 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
    • 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
    • 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
    • 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
    • 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
    • G16H50/30—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for calculating health indices; for individual health risk assessment
    • 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
    • G16H50/50—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for simulation or modelling of medical disorders
    • 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
    • G16H50/70—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for mining of medical data, e.g. analysing previous cases of other patients
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B2576/00—Medical imaging apparatus involving image processing or analysis
    • 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
    • G06T2207/30008—Bone
    • G06T2207/30012—Spine; Backbone

Landscapes

  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Public Health (AREA)
  • General Health & Medical Sciences (AREA)
  • Physics & Mathematics (AREA)
  • Biomedical Technology (AREA)
  • Theoretical Computer Science (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Radiology & Medical Imaging (AREA)
  • Pathology (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Data Mining & Analysis (AREA)
  • Epidemiology (AREA)
  • Primary Health Care (AREA)
  • Molecular Biology (AREA)
  • Veterinary Medicine (AREA)
  • Animal Behavior & Ethology (AREA)
  • Surgery (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Optics & Photonics (AREA)
  • High Energy & Nuclear Physics (AREA)
  • Biophysics (AREA)
  • Databases & Information Systems (AREA)
  • Quality & Reliability (AREA)
  • Pulmonology (AREA)
  • Computer Graphics (AREA)
  • Orthopedic Medicine & Surgery (AREA)
  • Dentistry (AREA)
  • Physiology (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • General Engineering & Computer Science (AREA)
  • Evolutionary Computation (AREA)
  • Probability & Statistics with Applications (AREA)
  • Evolutionary Biology (AREA)
  • Artificial Intelligence (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
SG11202004739RA 2017-12-01 2018-11-29 Three-dimensional medical image analysis method and system for identification of vertebral fractures SG11202004739RA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
GBGB1720059.3A GB201720059D0 (en) 2017-12-01 2017-12-01 Three-dimensional medical image analysis method and system for identification of vertebral fractures
PCT/EP2018/082925 WO2019106061A1 (en) 2017-12-01 2018-11-29 Three-dimensional medical image analysis method and system for identification of vertebral fractures

Publications (1)

Publication Number Publication Date
SG11202004739RA true SG11202004739RA (en) 2020-06-29

Family

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Family Applications (1)

Application Number Title Priority Date Filing Date
SG11202004739RA SG11202004739RA (en) 2017-12-01 2018-11-29 Three-dimensional medical image analysis method and system for identification of vertebral fractures

Country Status (11)

Country Link
US (2) US11341639B2 (en)
EP (1) EP3718077A1 (en)
JP (1) JP7241075B2 (en)
KR (1) KR20200095504A (en)
CN (1) CN111417980B (en)
AU (1) AU2018376561B2 (en)
CA (1) CA3084097A1 (en)
GB (1) GB201720059D0 (en)
IL (1) IL274767B1 (en)
SG (1) SG11202004739RA (en)
WO (1) WO2019106061A1 (en)

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US10818386B2 (en) * 2018-11-21 2020-10-27 Enlitic, Inc. Multi-label heat map generating system
US20220028066A1 (en) * 2018-12-10 2022-01-27 Voxeleron, LLC System and method for obtaining measurements from imaging data
US11315242B2 (en) * 2019-04-10 2022-04-26 International Business Machines Corporation Automated fracture detection using machine learning models
US11263497B2 (en) * 2019-06-21 2022-03-01 StraxCorp Pty. Ltd. Method and system for machine learning classification based on structure or material segmentation in an image
CN110276408B (en) * 2019-06-27 2022-11-22 腾讯科技（深圳）有限公司 3D image classification method, device, equipment and storage medium
US11068752B2 (en) * 2019-10-31 2021-07-20 General Electric Company Inspection systems and methods including image classification module
US11741694B2 (en) 2020-06-09 2023-08-29 Merative Us L.P. Spinal fracture detection in x-ray images
CN111899880A (en) * 2020-08-03 2020-11-06 暨南大学附属第一医院（广州华侨医院） Lumbar vertebra trabecular load stress change and hidden fracture artificial risk assessment method
JP2022040570A (en) * 2020-08-31 2022-03-11 グローリー株式会社 Image processing device, image processing system, annotation imparting method, learned model manufacturing method, learned model, and program
CN112529035B (en) * 2020-10-30 2023-01-06 西南电子技术研究所（中国电子科技集团公司第十研究所） Intelligent identification method for identifying individual types of different radio stations
US20220293244A1 (en) * 2021-03-09 2022-09-15 Washington University Methods and systems for resting state fmri brain mapping with reduced imaging time
KR102588116B1 (en) * 2021-04-19 2023-10-11 주식회사 바스젠바이오 Method for detecting fracture in x-ray image
CN113378756B (en) * 2021-06-24 2022-06-14 深圳市赛维网络科技有限公司 Three-dimensional human body semantic segmentation method, terminal device and storage medium
CN113470004A (en) * 2021-07-22 2021-10-01 上海嘉奥信息科技发展有限公司 Single vertebral body segmentation method, system and medium based on CT
WO2023010248A1 (en) * 2021-08-02 2023-02-09 香港中文大学 Apparatus for examining osteoporotic vertebral fracture by using thoracoabdominal frontal view radiograph
CN114078120B (en) * 2021-11-22 2022-05-20 北京欧应信息技术有限公司 Method, apparatus and medium for detecting scoliosis
CN114782472B (en) * 2022-06-22 2022-10-14 杭州三坛医疗科技有限公司 CT image segmentation method and device
WO2024018368A2 (en) * 2022-07-18 2024-01-25 Augmedics Ltd. Calibration and registration of pre-operative and intraoperative images
WO2024047142A1 (en) * 2022-09-01 2024-03-07 Koninklijke Philips N.V. Spinal fracture detection
KR102605501B1 (en) * 2022-11-23 2023-11-24 주식회사 바스젠바이오 Spondylolisthesis diagnosis apparatus based on artificial neural network and information providing method therefor
KR102570004B1 (en) * 2022-12-02 2023-08-24 주식회사 바스젠바이오 spine diagnosis system based on artificial neural network and information providing method therefor

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Also Published As

Publication number Publication date
IL274767B1 (en) 2024-05-01
US11341639B2 (en) 2022-05-24
CA3084097A1 (en) 2019-06-06
IL274767A (en) 2020-07-30
JP7241075B2 (en) 2023-03-16
CN111417980B (en) 2024-06-04
US11710233B2 (en) 2023-07-25
US20200364856A1 (en) 2020-11-19
KR20200095504A (en) 2020-08-10
EP3718077A1 (en) 2020-10-07
WO2019106061A1 (en) 2019-06-06
NZ764955A (en) 2023-11-24
AU2018376561A1 (en) 2020-06-18
AU2018376561B2 (en) 2024-05-02
GB201720059D0 (en) 2018-01-17
CN111417980A (en) 2020-07-14
JP2021504061A (en) 2021-02-15
US20220358644A1 (en) 2022-11-10

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