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DE602006008113D1 - Verfahren zur automatischen extraktion des lungenarterienbaums aus medizinischen 3d-bildern - Google Patents

Verfahren zur automatischen extraktion des lungenarterienbaums aus medizinischen 3d-bildern

Info

Publication number
DE602006008113D1
DE602006008113D1 DE602006008113T DE602006008113T DE602006008113D1 DE 602006008113 D1 DE602006008113 D1 DE 602006008113D1 DE 602006008113 T DE602006008113 T DE 602006008113T DE 602006008113 T DE602006008113 T DE 602006008113T DE 602006008113 D1 DE602006008113 D1 DE 602006008113D1
Authority
DE
Germany
Prior art keywords
pulmonary
vessel
artery
automatic extraction
medical
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.)
Expired - Lifetime
Application number
DE602006008113T
Other languages
English (en)
Inventor
Thomas Buelow
Rafael Wiemker
Thomas Blaffert
Cristian Lorenz
Steffen Renisch
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.)
Philips Intellectual Property and Standards GmbH
Original Assignee
Philips Intellectual Property and Standards GmbH
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 Philips Intellectual Property and Standards GmbH filed Critical Philips Intellectual Property and Standards GmbH
Publication of DE602006008113D1 publication Critical patent/DE602006008113D1/de
Anticipated expiration legal-status Critical
Expired - Lifetime legal-status Critical Current

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/10—Segmentation; Edge detection
    • G06T7/155—Segmentation; Edge detection involving morphological operators
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/10—Segmentation; Edge detection
    • G06T7/11—Region-based segmentation
    • 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
    • G06T2200/00—Indexing scheme for image data processing or generation, in general
    • G06T2200/04—Indexing scheme for image data processing or generation, in general involving 3D image data
    • 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
    • G06T2207/10081—Computed x-ray 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
    • G06T2207/20—Special algorithmic details
    • G06T2207/20036—Morphological image processing
    • G06T2207/20044—Skeletonization; Medial axis 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
    • G06T2207/20—Special algorithmic details
    • G06T2207/20112—Image segmentation details
    • G06T2207/20156—Automatic seed setting
    • 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
    • G06T2207/30061—Lung
    • 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
    • G06T2207/30101—Blood vessel; Artery; Vein; Vascular

Landscapes

  • 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)
DE602006008113T 2005-02-11 2006-02-06 Verfahren zur automatischen extraktion des lungenarterienbaums aus medizinischen 3d-bildern Expired - Lifetime DE602006008113D1 (de)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
EP05101034 2005-02-11
PCT/IB2006/050375 WO2006085254A1 (en) 2005-02-11 2006-02-06 Method of automatic extraction of the pulmonary artery tree from 3d medical images

Publications (1)

Publication Number Publication Date
DE602006008113D1 true DE602006008113D1 (de) 2009-09-10

Family

ID=36579339

Family Applications (1)

Application Number Title Priority Date Filing Date
DE602006008113T Expired - Lifetime DE602006008113D1 (de) 2005-02-11 2006-02-06 Verfahren zur automatischen extraktion des lungenarterienbaums aus medizinischen 3d-bildern

Country Status (7)

Country Link
US (1) US7970189B2 (de)
EP (1) EP1851720B1 (de)
JP (1) JP4950071B2 (de)
CN (1) CN101116103B (de)
AT (1) ATE438162T1 (de)
DE (1) DE602006008113D1 (de)
WO (1) WO2006085254A1 (de)

Families Citing this family (56)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8532356B2 (en) 2006-07-10 2013-09-10 Siemens Medical Solutions Usa, Inc. Method for automatic separation of segmented tubular and circular objects
JP5196751B2 (ja) * 2006-09-13 2013-05-15 株式会社東芝 コンピュータ支援診断装置
AU2007350982A1 (en) * 2006-11-10 2008-10-23 Dorian Averbuch Adaptive navigation technique for navigating a catheter through a body channel or cavity
US20100246910A1 (en) * 2007-11-14 2010-09-30 Koninklijke Philips Electronics N.V. Method of automatically correcting mis-orientation of medical images
US8805044B2 (en) 2008-04-18 2014-08-12 Koninklijke Philips N.V. Segmenting pulmonary arteries
CN102216960B (zh) * 2008-11-17 2014-01-08 皇家飞利浦电子股份有限公司 新形成的脉管系统的可视化和量化
CA2792354A1 (en) 2009-03-06 2010-09-10 Bio-Tree Systems, Inc. Vascular analysis methods and apparatus
US8934686B2 (en) * 2009-11-26 2015-01-13 Algotec Systems Ltd. User interface for selecting paths in an image
CN102395320B (zh) * 2010-06-02 2014-02-26 奥林巴斯医疗株式会社 医疗设备以及医疗设备的控制方法
MY152058A (en) * 2010-06-21 2014-08-15 Univ Putra Malaysia A method of constructing at least one 3 dimensional image
EP2559001B1 (de) * 2010-09-02 2018-07-11 Pie Medical Imaging BV Verfahren und vorrichtung zur quantitativen analyse einer verastung von rekursiv aufgespaltenen rohrförmigen organen
KR101158041B1 (ko) * 2010-11-01 2012-06-22 전남대학교산학협력단 폐 색전증 검출 시스템 및 그 방법
US8929624B2 (en) * 2010-11-26 2015-01-06 General Electric Company Systems and methods for comparing different medical images to analyze a structure-of-interest
CN101999885B (zh) * 2010-12-21 2011-12-21 中国人民解放军国防科学技术大学 一种自动分离动静脉血管的内源光学成像方法
JP5263995B2 (ja) * 2011-03-18 2013-08-14 富士フイルム株式会社 ネットワーク構築装置および方法ならびにプログラム
US9014449B2 (en) 2011-10-04 2015-04-21 Siemens Aktiengesellschaft Method and system for segmentation and removal of pulmonary arteries, veins, left atrial appendage
US8638999B2 (en) 2012-04-16 2014-01-28 General Electric Company Methods for generating a reconstructed tree structure from medical image data
US10039473B2 (en) 2012-05-14 2018-08-07 Intuitive Surgical Operations, Inc. Systems and methods for navigation based on ordered sensor records
CN104302241B (zh) 2012-05-14 2018-10-23 直观外科手术操作公司 用于使用减小的搜索空间的医疗设备的配准系统和方法
WO2013179224A1 (en) 2012-05-31 2013-12-05 Koninklijke Philips N.V. Ultrasound imaging system and method for image guidance procedure
US10588586B2 (en) 2013-01-16 2020-03-17 Siemens Healthcare Gmbh Cardiac analysis based on vessel characteristics
CN104036484B (zh) * 2013-03-06 2017-08-08 东芝医疗系统株式会社 图像分割装置、图像分割方法和医学图像设备
KR101442728B1 (ko) 2013-04-10 2014-09-22 재단법인 아산사회복지재단 폐동맥과 폐정맥을 구분하는 방법
WO2014168350A1 (ko) 2013-04-10 2014-10-16 재단법인 아산사회복지재단 폐동맥과 폐정맥을 구분하는 방법 및 이를 이용한 혈관의 정량화 방법
JP6334942B2 (ja) * 2014-02-13 2018-05-30 キヤノンメディカルシステムズ株式会社 医用画像処理装置及び医用画像処理方法及びプログラム
US9943277B2 (en) 2014-04-02 2018-04-17 International Business Machines Corporation Detecting coronary stenosis through spatio-temporal tracking
US9530219B2 (en) 2014-07-02 2016-12-27 Covidien Lp System and method for detecting trachea
CA2953146A1 (en) * 2014-07-02 2016-01-07 Covidien Lp System and method for segmentation of lung
CA2961455C (en) * 2014-09-29 2019-09-24 Ihi Corporation Image analysis apparatus, image analysis method, and program
US10068340B2 (en) * 2014-11-03 2018-09-04 Algotec Systems Ltd. Method for segmentation of the head-neck arteries, brain and skull in medical images
CN104574319B (zh) * 2015-01-22 2017-10-13 深圳大学 一种肺部ct图像的血管增强方法及系统
CN104992437A (zh) * 2015-06-29 2015-10-21 北京欣方悦医疗科技有限公司 一种冠脉三维图像分割的方法
CN106909770B (zh) * 2015-12-21 2020-11-03 佳能株式会社 医疗图像处理装置、其控制方法和存储介质
JP7152952B2 (ja) * 2016-03-04 2022-10-13 ４ディーメディカル リミテッド 撮像方法およびシステム
EP3463055A4 (de) 2016-05-02 2020-04-01 Bio-Tree Systems, Inc. System und verfahren zur erkennung einer netzhautkrankheit
CN107481251A (zh) * 2017-07-17 2017-12-15 东北大学 一种从肺部ct图像中提取末端支气管树的方法
CN108961273B (zh) * 2018-07-03 2021-10-29 东北大学 一种从ct影像中分割肺动脉和肺静脉的方法及系统
CN109480873B (zh) * 2018-10-25 2021-08-10 苏州润迈德医疗科技有限公司 基于肺动脉ct图像的血管排序方法
CN111612792B (zh) * 2019-02-22 2024-03-08 曹生 基于VRDS 4D医学影像的静脉的Ai内镜分析方法及产品
EP3751580B1 (de) * 2019-06-11 2024-04-03 Siemens Healthineers AG Hämodynamische analyse von gefässen unter verwendung eines wiederkehrenden neuronalen netzes
CN110738652B (zh) * 2019-10-17 2023-08-11 青岛海信医疗设备股份有限公司 一种肺部动静脉分离方法及装置
US11348250B2 (en) * 2019-11-11 2022-05-31 Ceevra, Inc. Image analysis system for identifying lung features
CN111861988A (zh) * 2020-06-09 2020-10-30 深圳市旭东数字医学影像技术有限公司 基于支气管的自动及半自动肺分叶分段的方法及其系统
EP3968271A1 (de) 2020-09-11 2022-03-16 Bayer AG Analyse intrapulmonaler verzweigungen
WO2022164374A1 (en) * 2021-02-01 2022-08-04 Kahraman Ali Teymur Automated measurement of morphometric and geometric parameters of large vessels in computed tomography pulmonary angiography
CN112651969B (zh) * 2021-02-08 2023-04-07 福州大学 结合多信息融合网络和区域增长的气管树分级提取方法
CN113011509B (zh) * 2021-03-25 2022-02-22 推想医疗科技股份有限公司 肺部支气管的分类方法、装置、电子设备和存储介质
CN113011510B (zh) * 2021-03-25 2021-12-24 推想医疗科技股份有限公司 一种支气管分级及模型训练方法、装置及电子设备
CN113139968B (zh) * 2021-05-11 2023-08-22 上海杏脉信息科技有限公司 一种医学影像分割装置及方法
KR102827068B1 (ko) * 2021-12-13 2025-06-30 (주)휴톰 인공지능 기반 가상 혈관 모델 제공 방법 및 장치
US12499552B2 (en) * 2022-01-13 2025-12-16 Canon Medical Systems Corporation Image processing apparatus, image processing method, and recording medium
CN114549425B (zh) * 2022-01-27 2025-05-09 东软医疗系统股份有限公司 医学影像的检测方法、装置、存储介质和计算机设备
CN115100222B (zh) * 2022-08-24 2022-12-09 首都医科大学附属北京朝阳医院 分离动静脉血管的图像处理方法、装置、存储介质及终端
CN116029967B (zh) * 2022-09-08 2024-06-11 浙江医准智能科技有限公司 一种肺栓塞图像的处理方法、装置、设备及存储介质
WO2024186858A1 (en) * 2023-03-08 2024-09-12 University Of Pittsburgh-Of The Commonwealth System Of Higher Education System and method for predicting lung cancer risk based on low-dose ct scans
CN117974692B (zh) * 2024-03-29 2024-06-07 贵州毅丹恒瑞医药科技有限公司 一种基于区域生长的眼科医学影像处理方法

Family Cites Families (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5782762A (en) * 1994-10-27 1998-07-21 Wake Forest University Method and system for producing interactive, three-dimensional renderings of selected body organs having hollow lumens to enable simulated movement through the lumen
JPH08336524A (ja) * 1995-06-13 1996-12-24 Shimadzu Corp Ｘ線画像処理装置
US6246784B1 (en) * 1997-08-19 2001-06-12 The United States Of America As Represented By The Department Of Health And Human Services Method for segmenting medical images and detecting surface anomalies in anatomical structures
ATE508443T1 (de) * 2003-06-17 2011-05-15 Univ Brown Verfahren und vorrichtung zur modelbasierten detektion einer struktur in projektionsdaten
US7822461B2 (en) * 2003-07-11 2010-10-26 Siemens Medical Solutions Usa, Inc. System and method for endoscopic path planning
DE102004022902B4 (de) * 2004-05-10 2006-07-06 Siemens Ag Verfahren zur medizinischen Bilddarstellung und -verarbeitung, Computertomografiegerät, Arbeitsstation und Computerprogrammprodukt
WO2006056923A1 (en) * 2004-11-23 2006-06-01 Koninklijke Philips Electronics N.V. Planar angular visualization of the bronchial tree
US8073210B2 (en) * 2005-02-14 2011-12-06 University Of Lowa Research Foundation Methods of smoothing segmented regions and related devices

Also Published As

Publication number Publication date
ATE438162T1 (de) 2009-08-15
US20100128940A1 (en) 2010-05-27
JP2008529641A (ja) 2008-08-07
EP1851720A1 (de) 2007-11-07
EP1851720B1 (de) 2009-07-29
CN101116103B (zh) 2010-05-19
WO2006085254A1 (en) 2006-08-17
JP4950071B2 (ja) 2012-06-13
US7970189B2 (en) 2011-06-28
CN101116103A (zh) 2008-01-30

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