CN107567637B - 脑组织分类 - Google Patents

脑组织分类 Download PDF

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Publication number
CN107567637B
CN107567637B CN201680024874.8A CN201680024874A CN107567637B CN 107567637 B CN107567637 B CN 107567637B CN 201680024874 A CN201680024874 A CN 201680024874A CN 107567637 B CN107567637 B CN 107567637B
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user
map
tissue classification
brain
tissue
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Chinese (zh)
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CN107567637A (zh
Inventor
F·文策尔
T·H·施特勒
L·G·扎戈尔谢夫
J·彼得斯
M·贝格特尔特
C·迈尔
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Koninklijke Philips NV
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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
    • G06T7/0002—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
    • 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
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • 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
    • G06T2200/00—Indexing scheme for image data processing or generation, in general
    • G06T2200/24—Indexing scheme for image data processing or generation, in general involving graphical user interfaces [GUIs]
    • 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
    • G06T2207/20076—Probabilistic image processing
    • 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
    • G06T2207/20092—Interactive image processing based on input by user
    • 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
    • G06T2207/20112—Image segmentation details
    • G06T2207/20128—Atlas-based segmentation
    • 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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  • Health & Medical Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Physics & Mathematics (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Radiology & Medical Imaging (AREA)
  • Medical Informatics (AREA)
  • General Health & Medical Sciences (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Animal Behavior & Ethology (AREA)
  • Biophysics (AREA)
  • Veterinary Medicine (AREA)
  • Public Health (AREA)
  • Surgery (AREA)
  • Molecular Biology (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Biomedical Technology (AREA)
  • Pathology (AREA)
  • Quality & Reliability (AREA)
  • Data Mining & Analysis (AREA)
  • High Energy & Nuclear Physics (AREA)
  • Neurology (AREA)
  • Evolutionary Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Probability & Statistics with Applications (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • General Engineering & Computer Science (AREA)
  • Magnetic Resonance Imaging Apparatus (AREA)
  • Image Analysis (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)
  • Nuclear Medicine (AREA)
  • Image Processing (AREA)
  • Apparatus For Radiation Diagnosis (AREA)
CN201680024874.8A 2015-04-30 2016-04-25 脑组织分类 Active CN107567637B (zh)

Applications Claiming Priority (5)

Application Number Priority Date Filing Date Title
US201562154768P 2015-04-30 2015-04-30
US62/154,768 2015-04-30
EP15170208 2015-06-02
EP15170208.1 2015-06-02
PCT/EP2016/059115 WO2016173957A1 (en) 2015-04-30 2016-04-25 Brain tissue classification

Publications (2)

Publication Number Publication Date
CN107567637A CN107567637A (zh) 2018-01-09
CN107567637B true CN107567637B (zh) 2022-01-25

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CN201680024874.8A Active CN107567637B (zh) 2015-04-30 2016-04-25 脑组织分类

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US (1) US10331981B2 (enExample)
EP (1) EP3289563B1 (enExample)
JP (1) JP6596100B2 (enExample)
CN (1) CN107567637B (enExample)
WO (1) WO2016173957A1 (enExample)

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KR20150108701A (ko) * 2014-03-18 2015-09-30 삼성전자주식회사 의료 영상 내 해부학적 요소 시각화 시스템 및 방법
US10692211B2 (en) * 2017-06-20 2020-06-23 Case Western Reserve University Intra-perinodular textural transition (IPRIS): a three dimenisonal (3D) descriptor for nodule diagnosis on lung computed tomography (CT) images
US10671896B2 (en) * 2017-12-04 2020-06-02 International Business Machines Corporation Systems and user interfaces for enhancement of data utilized in machine-learning based medical image review
US10607122B2 (en) * 2017-12-04 2020-03-31 International Business Machines Corporation Systems and user interfaces for enhancement of data utilized in machine-learning based medical image review
CN108345890B (zh) * 2018-03-01 2022-10-28 腾讯科技（深圳）有限公司 图像处理方法、装置和相关设备
US11741365B2 (en) 2018-05-14 2023-08-29 Tempus Labs, Inc. Generalizable and interpretable deep learning framework for predicting MSI from histopathology slide images
US10957041B2 (en) 2018-05-14 2021-03-23 Tempus Labs, Inc. Determining biomarkers from histopathology slide images
US11348661B2 (en) 2018-05-14 2022-05-31 Tempus Labs, Inc. Predicting total nucleic acid yield and dissection boundaries for histology slides
CA3287321A1 (en) * 2018-12-31 2025-11-29 Tempus Ai Inc Artificial intelligence segmentation of tissue images
US11967070B2 (en) 2019-05-13 2024-04-23 The General Hospital Corporation Systems and methods for automated image analysis
JP7296799B2 (ja) * 2019-06-28 2023-06-23 セコム株式会社 領域分割装置、領域分割方法、及び領域分割プログラム
CN111403030B (zh) * 2020-02-27 2024-02-02 合创汽车科技有限公司 心理健康监测方法、装置、计算机设备和存储介质
EP4272635B1 (en) * 2020-12-30 2025-12-17 Neurophet Inc. Method for providing diagnosis assistance information, and device performing same
EP4109463A1 (en) * 2021-06-24 2022-12-28 Siemens Healthcare GmbH Providing a second result dataset

Citations (2)

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CN102115741A (zh) * 2010-12-10 2011-07-06 许汉鹏 一种原位分类提取生物大分子的方法及其系统
CN103366379A (zh) * 2013-07-29 2013-10-23 江苏中惠医疗科技股份有限公司 基于遗传核模糊聚类的水平集医学图像分割方法

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US7088854B2 (en) * 2001-04-25 2006-08-08 Cotman Carl W Method and apparatus for generating special-purpose image analysis algorithms
JP4721693B2 (ja) * 2004-12-09 2011-07-13 富士フイルムＲｉファーマ株式会社 頭蓋内容積および局所脳構造物解析プログラム、記録媒体および頭蓋内容積および局所脳構造物解析方法
WO2008089492A2 (en) 2007-01-19 2008-07-24 Mayo Foundation For Medical Education And Research Electronic stool subtraction using quadratic regression and intelligent morphology
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WO2011040473A1 (ja) * 2009-09-29 2011-04-07 大日本印刷株式会社 医用画像処理方法、装置およびプログラム
US9659364B2 (en) * 2010-03-11 2017-05-23 Koninklijke Philips N.V. Probabilistic refinement of model-based segmentation
WO2011160309A1 (zh) 2010-06-25 2011-12-29 中国科学院自动化研究所 基于鲁棒统计信息传播的多模态三维磁共振图像脑肿瘤分割方法
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CN102115741A (zh) * 2010-12-10 2011-07-06 许汉鹏 一种原位分类提取生物大分子的方法及其系统
CN103366379A (zh) * 2013-07-29 2013-10-23 江苏中惠医疗科技股份有限公司 基于遗传核模糊聚类的水平集医学图像分割方法

Also Published As

Publication number Publication date
US20180137394A1 (en) 2018-05-17
EP3289563B1 (en) 2020-08-05
JP6596100B2 (ja) 2019-10-23
WO2016173957A1 (en) 2016-11-03
JP2018520710A (ja) 2018-08-02
EP3289563A1 (en) 2018-03-07
CN107567637A (zh) 2018-01-09
US10331981B2 (en) 2019-06-25

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