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
Other languages
English (en)
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)
  • High Energy & Nuclear Physics (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Surgery (AREA)
  • Veterinary Medicine (AREA)
  • Molecular Biology (AREA)
  • Biophysics (AREA)
  • Animal Behavior & Ethology (AREA)
  • Optics & Photonics (AREA)
  • Databases & Information Systems (AREA)
  • Quality & Reliability (AREA)
  • Pulmonology (AREA)
  • Computer Graphics (AREA)
  • Dentistry (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Orthopedic Medicine & Surgery (AREA)
  • Physiology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Evolutionary Biology (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Computation (AREA)
  • General Engineering & Computer Science (AREA)
  • Artificial Intelligence (AREA)
  • Probability & Statistics with Applications (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 (fr) 2017-12-01 2018-11-29 Procédé et système d'analyse d'image médicale tridimensionnelle pour l'identification de fractures vertébrales

Publications (1)

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

Family

ID=60950305

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 (fr)
EP (1) EP3718077A1 (fr)
JP (1) JP7241075B2 (fr)
KR (1) KR20200095504A (fr)
CN (1) CN111417980B (fr)
AU (1) AU2018376561B2 (fr)
CA (1) CA3084097A1 (fr)
GB (1) GB201720059D0 (fr)
IL (1) IL274767B1 (fr)
SG (1) SG11202004739RA (fr)
WO (1) WO2019106061A1 (fr)

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JP7304901B2 (ja) * 2018-09-04 2023-07-07 深▲セン▼先進技術研究院 不整脈検出方法、装置、電子装置およびコンピュータ記憶媒体
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 (zh) * 2019-06-27 2022-11-22 腾讯科技（深圳）有限公司 3d图像的分类方法、装置、设备及存储介质
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 (zh) * 2020-08-03 2020-11-06 暨南大学附属第一医院（广州华侨医院） 腰椎骨小梁负载应力改变及隐匿骨折人工风险评估方法
JP2022040570A (ja) * 2020-08-31 2022-03-11 グローリー株式会社 画像処理装置、画像処理システム、アノテーション付与方法、学習済みモデルの製造方法、学習済みモデル、およびプログラム
CN112529035B (zh) * 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） 识别不同电台个体种类的智能识别方法
US20220293244A1 (en) * 2021-03-09 2022-09-15 Washington University Methods and systems for resting state fmri brain mapping with reduced imaging time
KR102588116B1 (ko) * 2021-04-19 2023-10-11 주식회사 바스젠바이오 엑스레이 영상에서 골절을 검출하는 방법
CN113378756B (zh) * 2021-06-24 2022-06-14 深圳市赛维网络科技有限公司 一种三维人体语义分割方法、终端设备及存储介质
CN113470004A (zh) * 2021-07-22 2021-10-01 上海嘉奥信息科技发展有限公司 一种基于ct的单个椎体的分割方法、系统及介质
WO2023010248A1 (fr) * 2021-08-02 2023-02-09 香港中文大学 Appareil d'examen d'une fracture vertébrale ostéoporotique à l'aide d'une radiographie thoraco-abdominale en vue frontale
CN114078120B (zh) * 2021-11-22 2022-05-20 北京欧应信息技术有限公司 用于检测脊柱侧弯的方法、设备和介质
CN114782472B (zh) * 2022-06-22 2022-10-14 杭州三坛医疗科技有限公司 一种ct图像的分割方法及装置
WO2024018368A2 (fr) * 2022-07-18 2024-01-25 Augmedics Ltd. Étalonnage et enregistrement d'images préopératoires et peropératoires
WO2024047142A1 (fr) * 2022-09-01 2024-03-07 Koninklijke Philips N.V. Détection de fracture vertébrale
KR102605501B1 (ko) * 2022-11-23 2023-11-24 주식회사 바스젠바이오 인공신경망 기반의 척추 전방위증 진단 장치 및 그 정보 제공 방법
KR102570004B1 (ko) * 2022-12-02 2023-08-24 주식회사 바스젠바이오 인공신경망 기반의 척추 진단 시스템 및 그 정보 제공 방법

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Also Published As

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

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