JP6865678B2 - 縦断的特徴に基づく関心組織の健康状態の分類 - Google Patents

縦断的特徴に基づく関心組織の健康状態の分類 Download PDF

Info

Publication number
JP6865678B2
JP6865678B2 JP2017513516A JP2017513516A JP6865678B2 JP 6865678 B2 JP6865678 B2 JP 6865678B2 JP 2017513516 A JP2017513516 A JP 2017513516A JP 2017513516 A JP2017513516 A JP 2017513516A JP 6865678 B2 JP6865678 B2 JP 6865678B2
Authority
JP
Japan
Prior art keywords
interest
tissue
processor
image
computer system
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.)
Active
Application number
JP2017513516A
Other languages
English (en)
Japanese (ja)
Other versions
JP2017532998A5 (enExample
JP2017532998A (ja
Inventor
リラ ボロツキー
リラ ボロツキー
ラファエル ウィムカー
ラファエル ウィムカー
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.)
Koninklijke Philips NV
Original Assignee
Koninklijke Philips NV
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 Koninklijke Philips NV filed Critical Koninklijke Philips NV
Publication of JP2017532998A publication Critical patent/JP2017532998A/ja
Publication of JP2017532998A5 publication Critical patent/JP2017532998A5/ja
Application granted granted Critical
Publication of JP6865678B2 publication Critical patent/JP6865678B2/ja
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/0033—Features or image-related aspects of imaging apparatus, e.g. for MRI, optical tomography or impedance tomography apparatus; Arrangements of imaging apparatus in a room
    • A61B5/0035—Features 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
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/72—Signal processing specially adapted for physiological signals or for diagnostic purposes
    • A61B5/7271—Specific aspects of physiological measurement analysis
    • A61B5/7275—Determining trends in physiological measurement data; Predicting development of a medical condition based on physiological measurements, e.g. determining a risk factor
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/74—Details of notification to user or communication with user or patient; User input means
    • A61B5/7475—User input or interface means, e.g. keyboard, pointing device, joystick
    • A61B5/748—Selection of a region of interest, e.g. using a graphics tablet
    • A61B5/7485—Automatic selection of region of interest
    • 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]
    • A61B6/037—Emission tomography
    • 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 OR CALCULATING; 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
    • G06T7/0014—Biomedical image inspection using an image reference approach
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06T7/0014—Biomedical image inspection using an image reference approach
    • G06T7/0016—Biomedical image inspection using an image reference approach involving temporal comparison
    • 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
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/0033—Features or image-related aspects of imaging apparatus, e.g. for MRI, optical tomography or impedance tomography apparatus; Arrangements of imaging apparatus in a room
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/05—Detecting, measuring or recording for diagnosis by means of electric currents or magnetic fields; Measuring using microwaves or radio waves
    • A61B5/055—Detecting, measuring or recording for diagnosis by means of electric currents or magnetic fields; Measuring using microwaves or radio waves involving electronic [EMR] or nuclear [NMR] magnetic resonance, e.g. magnetic resonance imaging
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/72—Signal processing specially adapted for physiological signals or for diagnostic purposes
    • A61B5/7235—Details of waveform analysis
    • A61B5/7264—Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems
    • A61B5/7267—Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems involving training the classification device
    • 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
    • A61B6/5229—Devices using data or image processing specially adapted for radiation diagnosis involving processing of medical diagnostic data combining image data of a patient, e.g. combining a functional image with an anatomical image
    • A61B6/5235—Devices using data or image processing specially adapted for radiation diagnosis involving processing of medical diagnostic data combining image data of a patient, e.g. combining a functional image with an anatomical image combining images from the same or different ionising radiation imaging techniques, e.g. PET and CT
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/10—Image acquisition modality
    • G06T2207/10132—Ultrasound image
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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 OR CALCULATING; 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

Landscapes

  • Health & Medical Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Medical Informatics (AREA)
  • General Health & Medical Sciences (AREA)
  • Public Health (AREA)
  • Biomedical Technology (AREA)
  • Physics & Mathematics (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Pathology (AREA)
  • Radiology & Medical Imaging (AREA)
  • Veterinary Medicine (AREA)
  • Surgery (AREA)
  • Animal Behavior & Ethology (AREA)
  • Molecular Biology (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Biophysics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • High Energy & Nuclear Physics (AREA)
  • Optics & Photonics (AREA)
  • Theoretical Computer Science (AREA)
  • Physiology (AREA)
  • Quality & Reliability (AREA)
  • General Physics & Mathematics (AREA)
  • Primary Health Care (AREA)
  • Epidemiology (AREA)
  • Pulmonology (AREA)
  • Databases & Information Systems (AREA)
  • Data Mining & Analysis (AREA)
  • Artificial Intelligence (AREA)
  • Psychiatry (AREA)
  • Signal Processing (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)
  • Apparatus For Radiation Diagnosis (AREA)
  • Image Analysis (AREA)
JP2017513516A 2014-10-13 2015-09-29 縦断的特徴に基づく関心組織の健康状態の分類 Active JP6865678B2 (ja)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US201462062977P 2014-10-13 2014-10-13
US62/062,977 2014-10-13
PCT/IB2015/057433 WO2016059493A1 (en) 2014-10-13 2015-09-29 Classification of a health state of tissue of interest based on longitudinal features

Publications (3)

Publication Number Publication Date
JP2017532998A JP2017532998A (ja) 2017-11-09
JP2017532998A5 JP2017532998A5 (enExample) 2018-11-08
JP6865678B2 true JP6865678B2 (ja) 2021-04-28

Family

ID=54292866

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2017513516A Active JP6865678B2 (ja) 2014-10-13 2015-09-29 縦断的特徴に基づく関心組織の健康状態の分類

Country Status (7)

Country Link
US (2) US10219767B2 (enExample)
EP (1) EP3206565A1 (enExample)
JP (1) JP6865678B2 (enExample)
CN (1) CN107072613B (enExample)
BR (1) BR112017007383A2 (enExample)
RU (1) RU2017116859A (enExample)
WO (1) WO2016059493A1 (enExample)

Families Citing this family (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP3410393A1 (en) * 2017-06-01 2018-12-05 Siemens Healthcare GmbH Comparing medical images
GB201716890D0 (en) * 2017-10-13 2017-11-29 Optellum Ltd System, method and apparatus for assisting a determination of medical images
US11625597B2 (en) * 2017-11-15 2023-04-11 Canon Medical Systems Corporation Matching network for medical image analysis
CN109376419B (zh) * 2018-10-16 2023-12-22 北京字节跳动网络技术有限公司 一种数据模型的生成方法、装置、电子设备及可读介质
US10811135B2 (en) * 2018-12-27 2020-10-20 General Electric Company Systems and methods to determine disease progression from artificial intelligence detection output
DE102019211536A1 (de) * 2019-08-01 2021-02-04 Siemens Healthcare Gmbh Automatische Lokalisierung einer Struktur
CN111784705B (zh) * 2020-06-24 2024-04-02 上海联影医疗科技股份有限公司 感兴趣区域的勾画方法、装置、设备和存储介质
CN112472346B (zh) * 2020-11-26 2021-12-24 南通市第二人民医院 一种基于大数据的牙龈保护方法和装置
US12315160B2 (en) * 2022-03-16 2025-05-27 Optellum Limited Method and apparatus to predict feature state change within an image

Family Cites Families (22)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6466687B1 (en) * 1997-02-12 2002-10-15 The University Of Iowa Research Foundation Method and apparatus for analyzing CT images to determine the presence of pulmonary tissue pathology
US7211247B2 (en) 2001-04-09 2007-05-01 University Of Southern California Lentivirus vectors for gene transfer to alveolar epithelial cells
US6992280B2 (en) * 2002-04-04 2006-01-31 Synarc, Inc. Test object for calibration of imaging measurements of mammalian skeletal joints
US7418123B2 (en) 2002-07-12 2008-08-26 University Of Chicago Automated method and system for computerized image analysis for prognosis
US20040122708A1 (en) * 2002-12-18 2004-06-24 Avinash Gopal B. Medical data analysis method and apparatus incorporating in vitro test data
US7912528B2 (en) 2003-06-25 2011-03-22 Siemens Medical Solutions Usa, Inc. Systems and methods for automated diagnosis and decision support for heart related diseases and conditions
US7298881B2 (en) 2004-02-13 2007-11-20 University Of Chicago Method, system, and computer software product for feature-based correlation of lesions from multiple images
CN100435736C (zh) * 2006-12-13 2008-11-26 林井副 基于多层螺旋ct的人体索条状组织同层显示成像方法
WO2008081396A2 (en) * 2006-12-29 2008-07-10 Koninklijke Philips Electronics, N.V. Improved image registration and methods for compensating intraoperative motion in image-guided interventional procedures
WO2008123969A1 (en) 2007-04-02 2008-10-16 The Trustees Of The University Of Pennsylvania Combined feature ensemble mutual information image registration
US8295575B2 (en) 2007-10-29 2012-10-23 The Trustees of the University of PA. Computer assisted diagnosis (CAD) of cancer using multi-functional, multi-modal in-vivo magnetic resonance spectroscopy (MRS) and imaging (MRI)
EP2338121A1 (en) * 2008-10-10 2011-06-29 Koninklijke Philips Electronics N.V. Health-risk metric determination and/or presentation
US8483454B2 (en) * 2008-10-10 2013-07-09 Sti Medical Systems, Llc Methods for tissue classification in cervical imagery
US9526429B2 (en) * 2009-02-06 2016-12-27 Resmed Sensor Technologies Limited Apparatus, system and method for chronic disease monitoring
WO2010115885A1 (en) * 2009-04-03 2010-10-14 Oslo Universitetssykehus Hf Predictive classifier score for cancer patient outcome
EP2441052B1 (en) * 2009-06-10 2013-01-23 Koninklijke Philips Electronics N.V. Visualization apparatus for visualizing an image data set
US20110129129A1 (en) * 2009-11-30 2011-06-02 General Electric Company System and method for integrated quantifiable detection, diagnosis and monitoring of disease using population related data for determining a disease signature
JP2013526930A (ja) 2010-05-03 2013-06-27 エスティーアイ・メディカル・システムズ・エルエルシー 子宮頸部新生物検出および診断のための画像分析
US10267882B2 (en) * 2010-10-13 2019-04-23 Toshiba Medical Systems Corporation MRI T1 image-guided tissue diagnostics
US9888876B2 (en) 2012-03-21 2018-02-13 The Johns Hopkins University Method of analyzing multi-sequence MRI data for analysing brain abnormalities in a subject
JP6017284B2 (ja) * 2012-11-30 2016-10-26 東芝メディカルシステムズ株式会社 医用画像診断装置
CN104885126B (zh) * 2012-12-27 2018-01-05 皇家飞利浦有限公司 感兴趣组织的计算机辅助识别

Also Published As

Publication number Publication date
CN107072613B (zh) 2021-02-26
EP3206565A1 (en) 2017-08-23
US20180220985A1 (en) 2018-08-09
US20190150870A1 (en) 2019-05-23
CN107072613A (zh) 2017-08-18
JP2017532998A (ja) 2017-11-09
RU2017116859A (ru) 2018-11-15
BR112017007383A2 (pt) 2018-01-16
WO2016059493A1 (en) 2016-04-21
US10219767B2 (en) 2019-03-05

Similar Documents

Publication Publication Date Title
JP6865678B2 (ja) 縦断的特徴に基づく関心組織の健康状態の分類
Farhat et al. Deep learning applications in pulmonary medical imaging: recent updates and insights on COVID-19
JP6559707B2 (ja) 症例の難しさに基づくコンピュータ支援患者層別化のためのシステムの作動方法及びシステム
Giger et al. Anniversary paper: history and status of CAD and quantitative image analysis: the role of medical physics and AAPM
JP6220310B2 (ja) 医用画像情報システム、医用画像情報処理方法及びプログラム
EP3796210A1 (en) Spatial distribution of pathological image patterns in 3d image data
US20160321427A1 (en) Patient-Specific Therapy Planning Support Using Patient Matching
US20210104044A1 (en) Image processing apparatus, medical image diagnostic apparatus, and program
EP3375376B1 (en) Source of abdominal pain identification in medical imaging
JP5676269B2 (ja) 脳画像データの画像解析
JP6945474B2 (ja) 学習用データ作成支援装置、学習用データ作成支援方法、および学習用データ作成支援プログラム
JP6302934B2 (ja) コンピュータ支援による関心組織の特定
JP2002521896A (ja) 軟組織胸部画像と標準胸部画像を利用したエネルギ差分法によるコンピュータ化肺小結節検出
WO2015042421A1 (en) Biopsy-free detection and staging of cancer using a virtual staging score
JP2017534316A (ja) 画像レポート注釈同定
US11797647B2 (en) Two stage detector for identification of a visual finding in a medical image
US20230360213A1 (en) Information processing apparatus, method, and program
WO2020202822A1 (ja) 医療文書作成支援装置、方法およびプログラム
Suzuki Pixel-based machine learning in computer-aided diagnosis of lung and colon cancer
Doğanay et al. A hybrid lung segmentation algorithm based on histogram-based fuzzy C-means clustering
WO2022153702A1 (ja) 医用画像表示装置、方法およびプログラム
Paul et al. Can AI-powered imaging be a replacement for radiologists
Yousuff et al. Artificial Intelligence in Medical Image Processing
US20240395409A1 (en) Information processing system, information processing method, and information processing program
Zheng et al. Lung cancer screening and nodule detection: the role of artificial intelligence

Legal Events

Date Code Title Description
RD02 Notification of acceptance of power of attorney

Free format text: JAPANESE INTERMEDIATE CODE: A7422

Effective date: 20180626

A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20180927

A621 Written request for application examination

Free format text: JAPANESE INTERMEDIATE CODE: A621

Effective date: 20180927

A977 Report on retrieval

Free format text: JAPANESE INTERMEDIATE CODE: A971007

Effective date: 20190722

A131 Notification of reasons for refusal

Free format text: JAPANESE INTERMEDIATE CODE: A131

Effective date: 20190819

A601 Written request for extension of time

Free format text: JAPANESE INTERMEDIATE CODE: A601

Effective date: 20191112

A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20200217

A131 Notification of reasons for refusal

Free format text: JAPANESE INTERMEDIATE CODE: A131

Effective date: 20200720

A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20201016

TRDD Decision of grant or rejection written
A01 Written decision to grant a patent or to grant a registration (utility model)

Free format text: JAPANESE INTERMEDIATE CODE: A01

Effective date: 20210308

A61 First payment of annual fees (during grant procedure)

Free format text: JAPANESE INTERMEDIATE CODE: A61

Effective date: 20210406

R150 Certificate of patent or registration of utility model

Ref document number: 6865678

Country of ref document: JP

Free format text: JAPANESE INTERMEDIATE CODE: R150

R250 Receipt of annual fees

Free format text: JAPANESE INTERMEDIATE CODE: R250

R250 Receipt of annual fees

Free format text: JAPANESE INTERMEDIATE CODE: R250