CN105814605B - 对解剖结构的基于模型的分割 - Google Patents

对解剖结构的基于模型的分割 Download PDF

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CN105814605B
CN105814605B CN201480067145.1A CN201480067145A CN105814605B CN 105814605 B CN105814605 B CN 105814605B CN 201480067145 A CN201480067145 A CN 201480067145A CN 105814605 B CN105814605 B CN 105814605B
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mesh
model
layer
generating
intermediate layer
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CN105814605A (zh
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A·格罗特
H·尼克基施
F·M·韦伯
J·威斯
H·巴尔施多夫
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Koninklijke Philips NV
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Koninklijke Philips Electronics NV
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/10—Segmentation; Edge detection
    • G06T7/149—Segmentation; Edge detection involving deformable models, e.g. active contour models
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/10—Segmentation; Edge detection
    • G06T7/12—Edge-based segmentation
    • 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
    • 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]
    • 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
    • G06T2207/10028—Range image; Depth image; 3D point clouds
    • 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
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30004—Biomedical image processing
    • G06T2207/30048—Heart; Cardiac
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/10—Segmentation; Edge detection

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  • Engineering & Computer Science (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Software Systems (AREA)
  • Apparatus For Radiation Diagnosis (AREA)
  • Magnetic Resonance Imaging Apparatus (AREA)
  • Image Processing (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)
CN201480067145.1A 2013-12-10 2014-12-02 对解剖结构的基于模型的分割 Active CN105814605B (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
EP13196453.8 2013-12-10
EP13196453 2013-12-10
PCT/EP2014/076169 WO2015086368A1 (en) 2013-12-10 2014-12-02 Model-based segmentation of an anatomical structure

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Publication Number Publication Date
CN105814605A CN105814605A (zh) 2016-07-27
CN105814605B true CN105814605B (zh) 2019-09-24

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US (1) US10282846B2 (enExample)
EP (1) EP3080777B1 (enExample)
JP (1) JP6243535B2 (enExample)
CN (1) CN105814605B (enExample)
RU (1) RU2647194C2 (enExample)
WO (1) WO2015086368A1 (enExample)

Families Citing this family (15)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105814605B (zh) * 2013-12-10 2019-09-24 皇家飞利浦有限公司 对解剖结构的基于模型的分割
EP3084722B1 (en) * 2013-12-17 2020-04-22 Koninklijke Philips N.V. Model-based segmentation of an anatomical structure
WO2015139937A1 (en) * 2014-03-21 2015-09-24 Koninklijke Philips N.V. Image processing apparatus and method for segmenting a region of interest
US10902606B2 (en) * 2015-12-22 2021-01-26 Koninklijke Philips N.V. Heart model guided coronary artery segmentation
US20190043255A1 (en) * 2016-02-11 2019-02-07 3M Innovative Properties Company Population-based surface mesh reconstruction
FR3066302B1 (fr) * 2017-05-10 2019-07-05 Universite de Bordeaux Methode de segmentation d'une image tridimensionnelle pour la generation d'un modele de paroi du myocarde pour la detection d'au moins une zone de circulation electrique singuliere
JP7426929B2 (ja) * 2017-10-18 2024-02-02 コーニンクレッカ フィリップス エヌ ヴェ 医療用画像セグメント化のためのランドマーク視覚化
EP3514757A1 (en) * 2018-01-18 2019-07-24 Koninklijke Philips N.V. Spectral matching for assessing image segmentation
CN111143959B (zh) * 2018-10-16 2024-09-13 国网天津市电力公司经济技术研究院 一种变电站三维设计中电缆沟接头自动建模方法及系统
EP3761032A1 (en) * 2019-07-03 2021-01-06 Xyall B.V. Determining region(s) for tissue dissection in pathology slides
EP3836079A1 (en) * 2019-12-12 2021-06-16 Koninklijke Philips N.V. Mesh topology adaptation
CN112241260B (zh) * 2020-10-22 2022-04-26 宁波和利时智能科技有限公司 一种离散型行业物理实体的建模方法及系统
CN115996671A (zh) * 2021-08-19 2023-04-21 国立大学法人大阪大学 壁厚推测方法、壁厚推测装置及壁厚推测系统
AU2023380278A1 (en) * 2022-11-16 2025-06-05 Vitaa Medical Solutions Inc. Method and system for generating a 3d parametric mesh of an anatomical structure
US12277651B1 (en) * 2024-06-08 2025-04-15 The Vektor Group, Inc. 3D cardiac visualization system

Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102054295A (zh) * 2009-11-05 2011-05-11 汤姆科技成像系统有限公司 用于分割医学的图像数据的方法以及装置

Family Cites Families (22)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5601084A (en) * 1993-06-23 1997-02-11 University Of Washington Determining cardiac wall thickness and motion by imaging and three-dimensional modeling
US7079674B2 (en) 2001-05-17 2006-07-18 Siemens Corporate Research, Inc. Variational approach for the segmentation of the left ventricle in MR cardiac images
DE102005002949A1 (de) 2005-01-21 2006-08-03 Siemens Ag Verfahren zur Visualisierung von Schädigungen im Myokard
JP5537026B2 (ja) * 2005-04-29 2014-07-02 コーニンクレッカ フィリップス エヌ ヴェ マルチサーフェスモデリング
US8571278B2 (en) * 2005-06-24 2013-10-29 The University Of Iowa Research Foundation System and methods for multi-object multi-surface segmentation
US7995810B2 (en) * 2005-06-24 2011-08-09 The University Of Iowa Research Foundation System and methods for image segmentation in n-dimensional space
US8358819B2 (en) * 2005-06-24 2013-01-22 University Of Iowa Research Foundation System and methods for image segmentation in N-dimensional space
US7689021B2 (en) * 2005-08-30 2010-03-30 University Of Maryland, Baltimore Segmentation of regions in measurements of a body based on a deformable model
WO2008026141A2 (en) * 2006-08-29 2008-03-06 Koninklijke Philips Electronics N.V. Reduction of heart motion artifacts in thoracic ct imaging
CN102067170A (zh) * 2007-08-31 2011-05-18 皇家飞利浦电子股份有限公司 在存在金属伪影的情况下用于分割的不确定性图
US8073217B2 (en) 2007-11-01 2011-12-06 Siemens Medical Solutions Usa, Inc. Structure segmentation via MAR-cut
EP2238573A2 (en) * 2008-01-31 2010-10-13 Koninklijke Philips Electronics N.V. Automatic 3-d segmentation of the short-axis late-enhancement cardiac mri
BRPI0908886A2 (pt) * 2008-02-15 2015-09-15 Koninkl Philips Electronics Nv aparelho, método e programa de computador pra segmentar um objeto, e, modelo de objeto
CN102138161B (zh) * 2008-09-01 2014-07-09 皇家飞利浦电子股份有限公司 长轴后期增强心脏mri的分割
JP6007102B2 (ja) * 2009-06-24 2016-10-12 コーニンクレッカ フィリップス エヌ ヴェＫｏｎｉｎｋｌｉｊｋｅ Ｐｈｉｌｉｐｓ Ｎ．Ｖ． 画像情報に基づいた構造の輪郭の決定
US8682626B2 (en) * 2010-07-21 2014-03-25 Siemens Aktiengesellschaft Method and system for comprehensive patient-specific modeling of the heart
US8995777B2 (en) * 2010-12-02 2015-03-31 Koninklijke Philips N.V. Image registration apparatus
US8724881B2 (en) * 2011-11-09 2014-05-13 Siemens Aktiengesellschaft Method and system for precise segmentation of the left atrium in C-arm computed tomography volumes
US8989472B2 (en) * 2013-02-13 2015-03-24 Mitsubishi Electric Research Laboratories, Inc. Method for simulating thoracic 4DCT
EP3071985A1 (en) * 2013-11-22 2016-09-28 Koninklijke Philips N.V. System for measuring cortical thickness from mr scan information
CN105814605B (zh) * 2013-12-10 2019-09-24 皇家飞利浦有限公司 对解剖结构的基于模型的分割
US9747525B2 (en) * 2014-06-16 2017-08-29 Siemens Healthcare Gmbh Method and system for improved hemodynamic computation in coronary arteries

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102054295A (zh) * 2009-11-05 2011-05-11 汤姆科技成像系统有限公司 用于分割医学的图像数据的方法以及装置

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
Fluid-Structure Interactions of the Mitral Valve and Left Heart Comprehensive Strategies, Past, Present and Future;Daniel R. Einstein et al.;《Int J Numer Methods Eng.》;20110301;第1-50页 *

Also Published As

Publication number Publication date
EP3080777A1 (en) 2016-10-19
EP3080777B1 (en) 2017-08-02
RU2647194C2 (ru) 2018-03-14
US10282846B2 (en) 2019-05-07
JP6243535B2 (ja) 2017-12-06
CN105814605A (zh) 2016-07-27
WO2015086368A1 (en) 2015-06-18
JP2017500102A (ja) 2017-01-05
US20160379372A1 (en) 2016-12-29

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