CN120129944A - 图像生成装置、图像生成方法、显示装置、图像生成程序以及记录介质 - Google Patents

图像生成装置、图像生成方法、显示装置、图像生成程序以及记录介质 Download PDF

Info

Publication number
CN120129944A
CN120129944A CN202380075598.8A CN202380075598A CN120129944A CN 120129944 A CN120129944 A CN 120129944A CN 202380075598 A CN202380075598 A CN 202380075598A CN 120129944 A CN120129944 A CN 120129944A
Authority
CN
China
Prior art keywords
image
analysis
machine model
region
data
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
Application number
CN202380075598.8A
Other languages
English (en)
Chinese (zh)
Inventor
渡边健一
本多信太郎
白鸟贵朗
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Kyocera Corp
Original Assignee
Kyocera Corp
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 Kyocera Corp filed Critical Kyocera Corp
Publication of CN120129944A publication Critical patent/CN120129944A/zh
Pending legal-status Critical Current

Links

Classifications

    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00Machine learning
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/0033Features or image-related aspects of imaging apparatus, e.g. for MRI, optical tomography or impedance tomography apparatus; Arrangements of imaging apparatus in a room
    • A61B5/004Features or image-related aspects of imaging apparatus, e.g. for MRI, optical tomography or impedance tomography apparatus; Arrangements of imaging apparatus in a room adapted for image acquisition of a particular organ or body part
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/45For evaluating or diagnosing the musculoskeletal system or teeth
    • A61B5/4504Bones
    • A61B5/4509Bone density determination
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/72Signal processing specially adapted for physiological signals or for diagnostic purposes
    • A61B5/7235Details of waveform analysis
    • A61B5/7264Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems
    • A61B5/7267Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems involving training the classification device
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B6/00Apparatus or devices for radiation diagnosis; Apparatus or devices for radiation diagnosis combined with radiation therapy equipment
    • A61B6/50Apparatus 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
    • A61B6/505Apparatus 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
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B6/00Apparatus or devices for radiation diagnosis; Apparatus or devices for radiation diagnosis combined with radiation therapy equipment
    • A61B6/52Devices using data or image processing specially adapted for radiation diagnosis
    • A61B6/5211Devices using data or image processing specially adapted for radiation diagnosis involving processing of medical diagnostic data
    • A61B6/5217Devices 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
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00Scenes; Scene-specific elements
    • G06V20/60Type of objects
    • G06V20/69Microscopic objects, e.g. biological cells or cellular parts
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H30/00ICT specially adapted for the handling or processing of medical images
    • G16H30/20ICT specially adapted for the handling or processing of medical images for handling medical images, e.g. DICOM, HL7 or PACS
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H30/00ICT specially adapted for the handling or processing of medical images
    • G16H30/40ICT specially adapted for the handling or processing of medical images for processing medical images, e.g. editing
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/20ICT 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
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/50ICT 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
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B2576/00Medical imaging apparatus involving image processing or analysis
    • A61B2576/02Medical imaging apparatus involving image processing or analysis specially adapted for a particular organ or body part
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/0033Features or image-related aspects of imaging apparatus, e.g. for MRI, optical tomography or impedance tomography apparatus; Arrangements of imaging apparatus in a room
    • A61B5/0035Features or image-related aspects of imaging apparatus, e.g. for MRI, optical tomography or impedance tomography apparatus; Arrangements of imaging apparatus in a room adapted for acquisition of images from more than one imaging mode, e.g. combining MRI and optical tomography
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B6/00Apparatus or devices for radiation diagnosis; Apparatus or devices for radiation diagnosis combined with radiation therapy equipment
    • A61B6/02Arrangements for diagnosis sequentially in different planes; Stereoscopic radiation diagnosis
    • A61B6/03Computed tomography [CT]
    • A61B6/032Transmission computed tomography [CT]
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B6/00Apparatus or devices for radiation diagnosis; Apparatus or devices for radiation diagnosis combined with radiation therapy equipment
    • A61B6/02Arrangements for diagnosis sequentially in different planes; Stereoscopic radiation diagnosis
    • A61B6/03Computed tomography [CT]
    • A61B6/037Emission tomography
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V2201/00Indexing scheme relating to image or video recognition or understanding
    • G06V2201/03Recognition of patterns in medical or anatomical images
    • G06V2201/033Recognition of patterns in medical or anatomical images of skeletal patterns

Landscapes

  • Health & Medical Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Medical Informatics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Public Health (AREA)
  • General Health & Medical Sciences (AREA)
  • Physics & Mathematics (AREA)
  • Biomedical Technology (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Radiology & Medical Imaging (AREA)
  • Pathology (AREA)
  • Epidemiology (AREA)
  • Primary Health Care (AREA)
  • Theoretical Computer Science (AREA)
  • Molecular Biology (AREA)
  • Data Mining & Analysis (AREA)
  • Artificial Intelligence (AREA)
  • Biophysics (AREA)
  • Software Systems (AREA)
  • Veterinary Medicine (AREA)
  • Animal Behavior & Ethology (AREA)
  • Surgery (AREA)
  • Heart & Thoracic Surgery (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Evolutionary Computation (AREA)
  • Computing Systems (AREA)
  • Databases & Information Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Optics & Photonics (AREA)
  • High Energy & Nuclear Physics (AREA)
  • Orthopedic Medicine & Surgery (AREA)
  • Physiology (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Dentistry (AREA)
  • Multimedia (AREA)
  • Psychiatry (AREA)
  • Signal Processing (AREA)
  • Computational Linguistics (AREA)
CN202380075598.8A 2022-10-28 2023-10-30 图像生成装置、图像生成方法、显示装置、图像生成程序以及记录介质 Pending CN120129944A (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
JP2022-173781 2022-10-28
JP2022173781 2022-10-28
PCT/JP2023/039050 WO2024090584A1 (ja) 2022-10-28 2023-10-30 画像生成装置、画像生成方法、表示装置、画像生成プログラム及び記録媒体

Publications (1)

Publication Number Publication Date
CN120129944A true CN120129944A (zh) 2025-06-10

Family

ID=90830982

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202380075598.8A Pending CN120129944A (zh) 2022-10-28 2023-10-30 图像生成装置、图像生成方法、显示装置、图像生成程序以及记录介质

Country Status (5)

Country Link
EP (1) EP4610996A1 (https=)
JP (4) JP2024066977A (https=)
KR (1) KR20250077573A (https=)
CN (1) CN120129944A (https=)
WO (1) WO2024090584A1 (https=)

Families Citing this family (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11656378B2 (en) 2020-06-08 2023-05-23 Saudi Arabian Oil Company Seismic imaging by visco-acoustic reverse time migration
JP2024066977A (ja) * 2022-10-28 2024-05-16 京セラ株式会社 画像生成装置、画像生成方法、画像生成プログラム及び記録媒体

Family Cites Families (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US12033318B2 (en) * 2018-09-10 2024-07-09 Kyocera Corporation Estimation apparatus, estimation system, and computer-readable non-transitory medium storing estimation program
WO2020123709A1 (en) * 2018-12-12 2020-06-18 Tornier, Inc. Orthopedic surgical planning based on soft tissue and bone density modeling
JP7112343B2 (ja) * 2019-01-28 2022-08-03 富士フイルムヘルスケア株式会社 医療用x線測定装置及びプログラム
WO2021050421A1 (en) * 2019-09-09 2021-03-18 Paige.Al, Inc. Systems and methods for processing images of slides for digital pathology
JP7228210B2 (ja) * 2020-01-28 2023-02-24 ペイジ.エーアイ インコーポレイテッド デジタルバイオマーカおよびゲノムパネルの伝達のためのシステムおよび方法
JP7564878B2 (ja) * 2020-09-25 2024-10-09 富士フイルム株式会社 構造物の補修支援装置、方法、プログラム及び記録媒体
JP7630952B2 (ja) * 2020-10-26 2025-02-18 キヤノン株式会社 情報処理システム、情報端末、情報処理方法及びプログラム
KR102510221B1 (ko) * 2020-12-24 2023-03-15 연세대학교 산학협력단 골절 위험 예측 방법 및 장치
JP7723922B2 (ja) 2021-03-24 2025-08-15 国立研究開発法人理化学研究所 レントゲン年齢推定学習装置、レントゲン年齢推定装置、画像年齢推定学習装置、画像年齢推定装置、レントゲン撮影システム、評価装置、レントゲン年齢推定学習方法、レントゲン年齢推定方法及びプログラム
JP2024066977A (ja) * 2022-10-28 2024-05-16 京セラ株式会社 画像生成装置、画像生成方法、画像生成プログラム及び記録媒体

Also Published As

Publication number Publication date
WO2024090584A1 (ja) 2024-05-02
JP2025065357A (ja) 2025-04-17
KR20250077573A (ko) 2025-05-30
EP4610996A1 (en) 2025-09-03
JP2024066977A (ja) 2024-05-16
JP7633457B2 (ja) 2025-02-19
JP2024127928A (ja) 2024-09-20
JPWO2024090584A1 (https=) 2024-05-02

Similar Documents

Publication Publication Date Title
JP7689673B2 (ja) 推定装置
KR101928984B1 (ko) 골밀도 추정 방법 및 장치
CN120129944A (zh) 图像生成装置、图像生成方法、显示装置、图像生成程序以及记录介质
KR20140108417A (ko) 영상정보를 이용한 건강 진단 시스템
WO2023224022A1 (ja) プログラム、情報処理方法、及び情報処理装置
Wang et al. Augmented reality (AR) and fracture mapping model on middle-aged femoral neck fracture: A proof-of-concept towards interactive visualization
JP2025166099A (ja) 判定システム、判定システムの制御方法、および制御プログラム
AU2021102772A4 (en) Biomedical Image Analysis for Osteoporosis using fuzz logic Detection, Diagnosis and Prediction Model.
Vera-Garcia et al. Educational overview of the concept and application of computer vision in arthroplasty
WO2024181506A1 (ja) 情報処理システム、情報処理システムの制御方法、制御プログラム、記録媒体
EP4610992A1 (en) Analysis device, analysis method, analysis program, and recording medium
CN116724360A (zh) 预测系统、控制方法以及控制程序
JP7664438B2 (ja) 情報処理システム、情報処理方法、画像生成装置および画像生成プログラム
JPWO2024090585A5 (https=)
Banerjee Automatic assessment of scoliosis using 3d ultrasound imaging and convolutional neural network
WO2026063517A1 (ja) 診断支援装置、診断支援方法、およびコンピュータプログラム
JP2026059345A (ja) 深層学習訓練用画像生成方法、深層学習訓練用画像生成プログラムおよび深層学習訓練用画像生成装置
Jang et al. Evaluation of Deep Learning Model for Scoliosis Pre-Screening Using Preprocessed Chest X-ray Images
CN120235838A (zh) 一种基于ct影像预测腰椎骨密度的机器学习模型构建方法
Dominguese Anatomic Characteristics of Ultrasound Imaging of the Temporomandibular Joint at Rest and in Various Jaw Positions in a Healthy Individual: A Descriptive Study
KR20240043128A (ko) 전신 컴퓨터단층촬영 영상에 기반한 근감소증 진단 정보 제공 방법
WO2025206282A1 (ja) 情報処理システム、予測装置、情報処理方法、制御プログラム及び記録媒体
TESFAYE et al. ARBA MINCH UNIVERSITY COLLEGE OF MEDICINE AND HEALTH SCIENCE DEPARTMENT OF HUMAN ANATOMY.
Biersteker Creation of Patient-Specific Bone Densitometry Models from 3D Imaging Data
Stefan et al. Investigation of postmenopausal alteration of trabecular structure on calcaneus radiographs using various fractal analysis methods

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