CN103180878B - 用于医学图像的分割的系统 - Google Patents
用于医学图像的分割的系统 Download PDFInfo
- Publication number
- CN103180878B CN103180878B CN201180051401.4A CN201180051401A CN103180878B CN 103180878 B CN103180878 B CN 103180878B CN 201180051401 A CN201180051401 A CN 201180051401A CN 103180878 B CN103180878 B CN 103180878B
- Authority
- CN
- China
- Prior art keywords
- medical image
- segmentation
- image
- medical
- classification
- 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 - Fee Related
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
-
- 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
- G06T2207/10004—Still image; Photographic 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
- G06T2207/30—Subject of image; Context of image processing
- G06T2207/30004—Biomedical image processing
Landscapes
- Engineering & Computer Science (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Measuring And Recording Apparatus For Diagnosis (AREA)
- Image Processing (AREA)
- Image Analysis (AREA)
- Apparatus For Radiation Diagnosis (AREA)
- Nuclear Medicine (AREA)
Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| EP10188714 | 2010-10-25 | ||
| EP10188714.9 | 2010-10-25 | ||
| PCT/IB2011/054584 WO2012056362A1 (en) | 2010-10-25 | 2011-10-17 | System for the segmentation of a medical image |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN103180878A CN103180878A (zh) | 2013-06-26 |
| CN103180878B true CN103180878B (zh) | 2017-03-22 |
Family
ID=44925592
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201180051401.4A Expired - Fee Related CN103180878B (zh) | 2010-10-25 | 2011-10-17 | 用于医学图像的分割的系统 |
Country Status (7)
| Country | Link |
|---|---|
| US (1) | US20130208964A1 (enExample) |
| EP (1) | EP2633495A1 (enExample) |
| JP (1) | JP5919287B2 (enExample) |
| CN (1) | CN103180878B (enExample) |
| BR (1) | BR112013009801A2 (enExample) |
| RU (1) | RU2013124021A (enExample) |
| WO (1) | WO2012056362A1 (enExample) |
Families Citing this family (21)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CA2892069C (en) * | 2012-11-23 | 2021-03-30 | Koninklijke Philips N.V. | Generating a key-image from a medical image |
| WO2014207139A1 (en) * | 2013-06-28 | 2014-12-31 | Koninklijke Philips N.V. | Methods of utilizing image noise information |
| US10002420B2 (en) * | 2013-12-04 | 2018-06-19 | Koninklijke Philips N.V. | Model-based segmentation of an anatomical structure |
| CN104702982B (zh) * | 2013-12-20 | 2018-01-05 | 杭州海康威视数字技术股份有限公司 | 一种视频分析设备的算法配置方法和系统 |
| US10255661B2 (en) * | 2014-06-11 | 2019-04-09 | Canon Kabushiki Kaisha | Object information acquiring apparatus and image processing method |
| CN104392436B (zh) * | 2014-11-11 | 2019-01-04 | 莱芜钢铁集团有限公司 | 一种遥感图像处理方法及装置 |
| EP3142070A1 (en) * | 2015-09-10 | 2017-03-15 | Agfa HealthCare | Method, apparatus and system for segmentation of anatomical structures in medical images |
| US11182901B2 (en) * | 2016-06-29 | 2021-11-23 | Koninklijke Philips N.V. | Change detection in medical images |
| US9965863B2 (en) * | 2016-08-26 | 2018-05-08 | Elekta, Inc. | System and methods for image segmentation using convolutional neural network |
| RU2698997C1 (ru) | 2016-09-06 | 2019-09-02 | Электа, Инк. | Нейронная сеть для генерации синтетических медицинских изображений |
| US11138739B2 (en) | 2016-11-29 | 2021-10-05 | Koninklijke Philips N.V. | Heart segmentation methodology for cardiac motion correction |
| CN106777999A (zh) | 2016-12-26 | 2017-05-31 | 上海联影医疗科技有限公司 | 图像处理方法、系统和装置 |
| CN107492099B (zh) * | 2017-08-28 | 2021-08-20 | 京东方科技集团股份有限公司 | 医学图像分析方法、医学图像分析系统以及存储介质 |
| JP7061671B2 (ja) * | 2017-09-12 | 2022-04-28 | ナントミクス,エルエルシー | デジタル画像の対象領域の少なくとも1つの形状を生成する方法および装置ならびに機械学習システムを訓練するための訓練データを生成する方法 |
| CN108765430B (zh) * | 2018-05-24 | 2022-04-08 | 西安思源学院 | 一种基于心脏ct图像和机器学习的心脏左腔区域分割方法 |
| JP7114737B2 (ja) | 2018-11-30 | 2022-08-08 | 富士フイルム株式会社 | 画像処理装置、画像処理方法、及びプログラム |
| WO2020195877A1 (ja) * | 2019-03-25 | 2020-10-01 | ソニー株式会社 | 医療システム、信号処理装置、及び、信号処理方法 |
| CN113160116B (zh) * | 2021-02-03 | 2022-12-27 | 中南民族大学 | 左心室内外膜自动分割方法、系统及设备 |
| CN114092489B (zh) * | 2021-11-02 | 2023-08-29 | 清华大学 | 多孔介质渗流通道提取、模型训练方法、装置及设备 |
| CN115423800A (zh) * | 2022-09-27 | 2022-12-02 | 盛恩(北京)医药科技有限公司 | 一种医疗影像数据的处理方法及系统 |
| CN116883760A (zh) * | 2023-07-28 | 2023-10-13 | 北京理工大学 | 一种医学图像的分类和分割方法和系统 |
Citations (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US5072384A (en) * | 1988-11-23 | 1991-12-10 | Arch Development Corp. | Method and system for automated computerized analysis of sizes of hearts and lungs in digital chest radiographs |
Family Cites Families (24)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JPS58211272A (ja) * | 1982-06-02 | 1983-12-08 | Hitachi Ltd | 閾値決定法 |
| JP3172799B2 (ja) * | 1991-01-28 | 2001-06-04 | コニカ株式会社 | 胸部放射線画像の画像処理装置 |
| US5984870A (en) * | 1997-07-25 | 1999-11-16 | Arch Development Corporation | Method and system for the automated analysis of lesions in ultrasound images |
| US6282307B1 (en) * | 1998-02-23 | 2001-08-28 | Arch Development Corporation | Method and system for the automated delineation of lung regions and costophrenic angles in chest radiographs |
| US6591004B1 (en) * | 1998-09-21 | 2003-07-08 | Washington University | Sure-fit: an automated method for modeling the shape of cerebral cortex and other complex structures using customized filters and transformations |
| US7050646B2 (en) * | 1999-12-10 | 2006-05-23 | British Telecommunications Public Limited Company | Image processing system and method for image segmentation using intensity contrast and depth contrast values |
| US6694046B2 (en) * | 2001-03-28 | 2004-02-17 | Arch Development Corporation | Automated computerized scheme for distinction between benign and malignant solitary pulmonary nodules on chest images |
| AU2003224346A1 (en) * | 2002-04-26 | 2003-11-10 | Koninklijke Philips Electronics N.V. | Method, computer program and system of visualizing image data |
| EP1597701A1 (en) * | 2003-02-27 | 2005-11-23 | Agency for Science, Technology and Research | Method and apparatus for extracting cerebral ventricular system from images |
| WO2004086297A1 (en) | 2003-03-27 | 2004-10-07 | Koninklijke Philips Electronics N.V. | Medical imaging system and a method for segmenting an object of interest. |
| US7634133B2 (en) * | 2004-03-04 | 2009-12-15 | Siemens Medical Solutions Usa, Inc. | Segmentation of structures based on curvature slope |
| CN101052992B (zh) * | 2004-07-27 | 2011-12-28 | 杜尔牙科器械两合公司 | 用于提高射线照片上不同结构的感觉能力的方法和设备 |
| JP4505805B2 (ja) * | 2004-08-02 | 2010-07-21 | 横河電機株式会社 | 領域抽出方法およびその装置 |
| 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 |
| WO2007010749A1 (ja) * | 2005-07-19 | 2007-01-25 | Konica Minolta Holdings, Inc. | 画像処理装置、画像処理システム及び画像処理プログラム |
| US7738683B2 (en) * | 2005-07-22 | 2010-06-15 | Carestream Health, Inc. | Abnormality detection in medical images |
| JP4999163B2 (ja) * | 2006-04-17 | 2012-08-15 | 富士フイルム株式会社 | 画像処理方法および装置ならびにプログラム |
| US20080112614A1 (en) * | 2006-11-14 | 2008-05-15 | Siemens Corporate Research, Inc. | Histogram tile map for gpu based histogram computation |
| US7953265B2 (en) * | 2006-11-22 | 2011-05-31 | General Electric Company | Method and system for automatic algorithm selection for segmenting lesions on pet images |
| JP5192751B2 (ja) * | 2007-08-10 | 2013-05-08 | 富士フイルム株式会社 | 画像処理装置、画像処理方法、および画像処理プログラム |
| US7978258B2 (en) * | 2007-08-31 | 2011-07-12 | Historx, Inc. | Automatic exposure time selection for imaging tissue |
| US8120679B2 (en) * | 2008-08-01 | 2012-02-21 | Nikon Corporation | Image processing method |
| SG176860A1 (en) * | 2009-06-23 | 2012-01-30 | Agency Science Tech & Res | A method and system for segmenting a brain image |
| US8848998B1 (en) * | 2010-06-10 | 2014-09-30 | Icad, Inc. | Automated method for contrast media arrival detection for dynamic contrast enhanced MRI |
-
2011
- 2011-10-17 US US13/880,991 patent/US20130208964A1/en not_active Abandoned
- 2011-10-17 CN CN201180051401.4A patent/CN103180878B/zh not_active Expired - Fee Related
- 2011-10-17 RU RU2013124021/08A patent/RU2013124021A/ru unknown
- 2011-10-17 BR BR112013009801A patent/BR112013009801A2/pt not_active IP Right Cessation
- 2011-10-17 EP EP11781634.8A patent/EP2633495A1/en not_active Withdrawn
- 2011-10-17 WO PCT/IB2011/054584 patent/WO2012056362A1/en not_active Ceased
- 2011-10-17 JP JP2013534426A patent/JP5919287B2/ja not_active Expired - Fee Related
Patent Citations (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US5072384A (en) * | 1988-11-23 | 1991-12-10 | Arch Development Corp. | Method and system for automated computerized analysis of sizes of hearts and lungs in digital chest radiographs |
Non-Patent Citations (1)
| Title |
|---|
| An architecture for a CBR image segmentation system;Petra Perner;《Engineering Applications of Artificial Intelligence》;19991231;第12卷(第6期);749–759 * |
Also Published As
| Publication number | Publication date |
|---|---|
| RU2013124021A (ru) | 2014-12-10 |
| JP5919287B2 (ja) | 2016-05-18 |
| CN103180878A (zh) | 2013-06-26 |
| US20130208964A1 (en) | 2013-08-15 |
| BR112013009801A2 (pt) | 2016-07-26 |
| EP2633495A1 (en) | 2013-09-04 |
| WO2012056362A1 (en) | 2012-05-03 |
| JP2014502169A (ja) | 2014-01-30 |
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Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| C06 | Publication | ||
| PB01 | Publication | ||
| C10 | Entry into substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| C14 | Grant of patent or utility model | ||
| GR01 | Patent grant | ||
| CF01 | Termination of patent right due to non-payment of annual fee | ||
| CF01 | Termination of patent right due to non-payment of annual fee |
Granted publication date: 20170322 |