JP6434036B2 - 脳の磁気共鳴画像における多関節構造レジストレーション - Google Patents

脳の磁気共鳴画像における多関節構造レジストレーション Download PDF

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JP6434036B2
JP6434036B2 JP2016544627A JP2016544627A JP6434036B2 JP 6434036 B2 JP6434036 B2 JP 6434036B2 JP 2016544627 A JP2016544627 A JP 2016544627A JP 2016544627 A JP2016544627 A JP 2016544627A JP 6434036 B2 JP6434036 B2 JP 6434036B2
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brain
image data
registration
substructure
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JP2017502772A5 (https=
JP2017502772A (ja
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フロレス，ヘラルド サンティアゴ
フロレス，ヘラルド サンティアゴ
ソルデア，オクタヴィアン
セルバン ヤシンスキ，ラドゥ
セルバン ヤシンスキ，ラドゥ
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Koninklijke Philips NV
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/30—Determination of transform parameters for the alignment of images, i.e. image registration
    • G06T7/33—Determination of transform parameters for the alignment of images, i.e. image registration using feature-based methods
    • 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
    • A61B5/004—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 image acquisition of a particular organ or body part
    • A61B5/0042—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 image acquisition of a particular organ or body part for the brain
    • 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
    • A61B5/40—Detecting, measuring or recording for evaluating the nervous system
    • A61B5/4058—Detecting, measuring or recording for evaluating the nervous system for evaluating the central nervous system
    • A61B5/4064—Evaluating the brain
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/213—Feature extraction, e.g. by transforming the feature space; Summarisation; Mappings, e.g. subspace methods
    • G06F18/2135—Feature extraction, e.g. by transforming the feature space; Summarisation; Mappings, e.g. subspace methods based on approximation criteria, e.g. principal component analysis
    • G06F18/21355—Feature extraction, e.g. by transforming the feature space; Summarisation; Mappings, e.g. subspace methods based on approximation criteria, e.g. principal component analysis nonlinear criteria, e.g. embedding a manifold in a Euclidean space
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/22—Matching criteria, e.g. proximity measures
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T3/00—Geometric image transformations in the plane of the image
    • G06T3/60—Rotation of whole images or parts thereof
    • 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
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/30—Determination of transform parameters for the alignment of images, i.e. image registration
    • G06T7/37—Determination of transform parameters for the alignment of images, i.e. image registration using transform domain methods
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B2576/00—Medical imaging apparatus involving image processing or analysis
    • A61B2576/02—Medical imaging apparatus involving image processing or analysis specially adapted for a particular organ or body part
    • A61B2576/026—Medical imaging apparatus involving image processing or analysis specially adapted for a particular organ or body part for the brain
    • 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
    • G06T2207/10088—Magnetic resonance imaging [MRI]
    • 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
    • G06T2207/20016—Hierarchical, coarse-to-fine, multiscale or multiresolution image processing; Pyramid transform
    • 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
    • G06T2207/30016—Brain

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  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • General Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Radiology & Medical Imaging (AREA)
  • Neurology (AREA)
  • Public Health (AREA)
  • Veterinary Medicine (AREA)
  • Animal Behavior & Ethology (AREA)
  • Surgery (AREA)
  • Molecular Biology (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Biomedical Technology (AREA)
  • Pathology (AREA)
  • Biophysics (AREA)
  • Data Mining & Analysis (AREA)
  • High Energy & Nuclear Physics (AREA)
  • Evolutionary Biology (AREA)
  • Evolutionary Computation (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • General Engineering & Computer Science (AREA)
  • Artificial Intelligence (AREA)
  • Quality & Reliability (AREA)
  • Psychology (AREA)
  • Neurosurgery (AREA)
  • Physiology (AREA)
  • Magnetic Resonance Imaging Apparatus (AREA)
  • Image Processing (AREA)
  • Image Analysis (AREA)
JP2016544627A 2014-01-06 2015-01-06 脳の磁気共鳴画像における多関節構造レジストレーション Expired - Fee Related JP6434036B2 (ja)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US201461923821P 2014-01-06 2014-01-06
US61/923,821 2014-01-06
PCT/IB2015/050083 WO2015101961A1 (en) 2014-01-06 2015-01-06 Articulated structure registration in magnetic resonance images of the brain

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JP2017502772A JP2017502772A (ja) 2017-01-26
JP2017502772A5 JP2017502772A5 (https=) 2018-05-31
JP6434036B2 true JP6434036B2 (ja) 2018-12-05

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US (1) US10049448B2 (https=)
EP (1) EP3092618B1 (https=)
JP (1) JP6434036B2 (https=)
CN (1) CN106030655B (https=)
WO (1) WO2015101961A1 (https=)

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Publication number Priority date Publication date Assignee Title
CN111260546B (zh) * 2020-03-11 2022-09-23 联想(北京)有限公司 一种图像处理方法、装置及电子设备
ES2992508T3 (es) * 2020-10-13 2024-12-13 Ivoclar Vivadent Ag Procedimiento para configurar una restauración dental
JP7574123B2 (ja) * 2021-03-24 2024-10-28 富士フイルム医療ソリューションズ株式会社 画像位置合わせ装置、方法およびプログラム
CN116382465B (zh) * 2023-02-17 2024-02-13 中国科学院自动化研究所 光学脑机接口系统和方法

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EP0602730B1 (en) 1992-12-18 2002-06-19 Koninklijke Philips Electronics N.V. Registration of Volumetric images which are relatively elastically deformed by matching surfaces
US7006677B2 (en) * 2002-04-15 2006-02-28 General Electric Company Semi-automatic segmentation algorithm for pet oncology images
EP1756772A4 (en) * 2004-04-02 2012-06-20 Agency Science Tech & Res FIND A MEDIANEBENE
EP1815432B1 (en) 2004-11-17 2016-08-03 Koninklijke Philips N.V. Improved elastic image registration functionality
US20080292194A1 (en) * 2005-04-27 2008-11-27 Mark Schmidt Method and System for Automatic Detection and Segmentation of Tumors and Associated Edema (Swelling) in Magnetic Resonance (Mri) Images
WO2006118548A1 (en) 2005-05-02 2006-11-09 Agency For Science, Technology And Research Method and apparatus for registration of an atlas to an image
EP1894161A2 (en) 2005-06-15 2008-03-05 Koninklijke Philips Electronics N.V. Method of model-based elastic image registration for comparing a first and a second image
US8068652B2 (en) * 2008-08-29 2011-11-29 General Electric Company Semi-automated registration of data based on a hierarchical mesh
US8861891B2 (en) 2010-03-05 2014-10-14 Siemens Aktiengesellschaft Hierarchical atlas-based segmentation
WO2011110960A1 (en) * 2010-03-11 2011-09-15 Koninklijke Philips Electronics N.V. Probabilistic refinement of model-based segmentation
GB201012519D0 (en) * 2010-07-26 2010-09-08 Ucl Business Plc Method and system for anomaly detection in data sets
US8958615B2 (en) 2011-08-09 2015-02-17 Boston Scientific Neuromodulation Corporation System and method for weighted atlas generation
JP5989354B2 (ja) * 2012-02-14 2016-09-07 東芝メディカルシステムズ株式会社 画像診断支援装置及び画像診断支援装置の作動方法
US9569863B2 (en) * 2012-08-06 2017-02-14 Siemens Healthcare Gmbh System for accelerated segmented MR image data acquisition

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WO2015101961A1 (en) 2015-07-09
JP2017502772A (ja) 2017-01-26
EP3092618A1 (en) 2016-11-16
US10049448B2 (en) 2018-08-14
CN106030655A (zh) 2016-10-12
US20160328847A1 (en) 2016-11-10
EP3092618B1 (en) 2018-08-29
CN106030655B (zh) 2019-07-23

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