IN2012DN02620A - - Google Patents

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Publication number
IN2012DN02620A
IN2012DN02620A IN2620DEN2012A IN2012DN02620A IN 2012DN02620 A IN2012DN02620 A IN 2012DN02620A IN 2620DEN2012 A IN2620DEN2012 A IN 2620DEN2012A IN 2012DN02620 A IN2012DN02620 A IN 2012DN02620A
Authority
IN
India
Prior art keywords
images
labelled
unlabelled
selected image
labelling
Prior art date
Application number
Other languages
English (en)
Inventor
Jan Paul Daniel Rueckert
Robin Wolz
Paul Aljabar
Original Assignee
Imp Innovations Ltd
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 Imp Innovations Ltd filed Critical Imp Innovations Ltd
Publication of IN2012DN02620A publication Critical patent/IN2012DN02620A/en

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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
    • G06T7/11—Region-based segmentation
    • 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
    • G06F18/2137—Feature extraction, e.g. by transforming the feature space; Summarisation; Mappings, e.g. subspace methods based on criteria of topology preservation, e.g. multidimensional scaling or self-organising maps
    • G06F18/21375—Feature extraction, e.g. by transforming the feature space; Summarisation; Mappings, e.g. subspace methods based on criteria of topology preservation, e.g. multidimensional scaling or self-organising maps involving differential geometry, e.g. embedding of pattern manifold
    • 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
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/40—Extraction of image or video features
    • G06V10/42—Global feature extraction by analysis of the whole pattern, e.g. using frequency domain transformations or autocorrelation
    • G06V10/422—Global feature extraction by analysis of the whole pattern, e.g. using frequency domain transformations or autocorrelation for representing the structure of the pattern or shape of an object therefor
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/77—Processing image or video features in feature spaces; using data integration or data reduction, e.g. principal component analysis [PCA] or independent component analysis [ICA] or self-organising maps [SOM]; Blind source separation
    • G06V10/7715—Feature extraction, e.g. by transforming the feature space, e.g. multi-dimensional scaling [MDS]; Mappings, e.g. subspace methods
    • 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
    • G06T2207/20112—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

Landscapes

  • Engineering & Computer Science (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Software Systems (AREA)
  • Multimedia (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Databases & Information Systems (AREA)
  • Medical Informatics (AREA)
  • General Health & Medical Sciences (AREA)
  • Computing Systems (AREA)
  • Health & Medical Sciences (AREA)
  • Data Mining & Analysis (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • General Engineering & Computer Science (AREA)
  • Magnetic Resonance Imaging Apparatus (AREA)
  • Apparatus For Radiation Diagnosis (AREA)
IN2620DEN2012 2009-09-30 2010-09-30 IN2012DN02620A (cg-RX-API-DMAC7.html)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
GBGB0917154.7A GB0917154D0 (en) 2009-09-30 2009-09-30 Method and apparatus for processing medical images
PCT/GB2010/001844 WO2011039515A1 (en) 2009-09-30 2010-09-30 Method and apparatus for processing medical images

Publications (1)

Publication Number Publication Date
IN2012DN02620A true IN2012DN02620A (cg-RX-API-DMAC7.html) 2015-09-04

Family

ID=41350612

Family Applications (1)

Application Number Title Priority Date Filing Date
IN2620DEN2012 IN2012DN02620A (cg-RX-API-DMAC7.html) 2009-09-30 2010-09-30

Country Status (8)

Country Link
US (1) US9251596B2 (cg-RX-API-DMAC7.html)
EP (1) EP2483863B1 (cg-RX-API-DMAC7.html)
JP (1) JP5695648B2 (cg-RX-API-DMAC7.html)
CN (1) CN102598054B (cg-RX-API-DMAC7.html)
ES (1) ES2595210T3 (cg-RX-API-DMAC7.html)
GB (1) GB0917154D0 (cg-RX-API-DMAC7.html)
IN (1) IN2012DN02620A (cg-RX-API-DMAC7.html)
WO (1) WO2011039515A1 (cg-RX-API-DMAC7.html)

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US8861891B2 (en) * 2010-03-05 2014-10-14 Siemens Aktiengesellschaft Hierarchical atlas-based segmentation
US20130044927A1 (en) * 2011-08-15 2013-02-21 Ian Poole Image processing method and system
US9292917B2 (en) * 2011-11-23 2016-03-22 Siemens Aktiengesellschaft Method and system for model-based fusion of computed tomography and non-contrasted C-arm computed tomography
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CN102930286B (zh) * 2012-09-18 2015-06-24 重庆大学 老年痴呆症图像早期诊断系统
GB201217372D0 (en) * 2012-09-28 2012-11-14 Ucl Business Plc A system and method for annotating images by propagating information
EP3428883B1 (en) * 2012-10-26 2021-06-09 Brainlab AG Matching patient images and images of an anatomical atlas
CN103854276B (zh) * 2012-12-04 2018-02-09 东芝医疗系统株式会社 图像配准及分割装置和方法，以及医学图像设备
US9349186B2 (en) 2013-02-11 2016-05-24 General Electric Company Systems and methods for image segmentation using target image intensity
US9208572B2 (en) * 2013-09-20 2015-12-08 General Electric Company Systems and methods for image segmentation using a deformable atlas
US9818200B2 (en) * 2013-11-14 2017-11-14 Toshiba Medical Systems Corporation Apparatus and method for multi-atlas based segmentation of medical image data
WO2015109331A1 (en) * 2014-01-17 2015-07-23 The Johns Hopkins University Automated anatomical labeling by multi-contrast diffeomorphic probability fusion
US9483831B2 (en) * 2014-02-28 2016-11-01 International Business Machines Corporation Segmentation using hybrid discriminative generative label fusion of multiple atlases
US9449384B2 (en) 2014-04-30 2016-09-20 Mitsubishi Electric Research Laboratories, Inc. Method for registering deformable images using random Markov fields
US9964499B2 (en) * 2014-11-04 2018-05-08 Toshiba Medical Systems Corporation Method of, and apparatus for, material classification in multi-energy image data
CN110322550B (zh) * 2015-02-16 2023-06-20 深圳迈瑞生物医疗电子股份有限公司 三维成像数据的显示处理方法和三维超声成像方法及系统
JP2018517207A (ja) * 2015-05-18 2018-06-28 コーニンクレッカ フィリップス エヌ ヴェＫｏｎｉｎｋｌｉｊｋｅ Ｐｈｉｌｉｐｓ Ｎ．Ｖ． 自己認識画像セグメント化方法及びシステム
KR101769808B1 (ko) 2015-11-19 2017-08-21 삼성전자주식회사 무릎 자기공명영상의 관절연골 분할 장치 및 그 분할 방법
US10169871B2 (en) 2016-01-21 2019-01-01 Elekta, Inc. Systems and methods for segmentation of intra-patient medical images
JP2019103531A (ja) * 2016-04-15 2019-06-27 三菱電機株式会社 医用画像処理装置
US9799120B1 (en) * 2016-05-09 2017-10-24 Siemens Healthcare Gmbh Method and apparatus for atlas/model-based segmentation of magnetic resonance images with weakly supervised examination-dependent learning
CN109416313B (zh) 2016-06-24 2025-04-11 拜克门寇尔特公司 图像地图集系统和方法
US10235752B2 (en) 2016-11-21 2019-03-19 International Business Machines Corporation Slice selection for interpolation-based 3D manual segmentation
US10467767B2 (en) 2016-12-23 2019-11-05 International Business Machines Corporation 3D segmentation reconstruction from 2D slices
CN108459286A (zh) * 2017-02-20 2018-08-28 冯原 基于磁共振成像的体内软组织力学特性测试方法及装置
US11164308B2 (en) * 2017-02-27 2021-11-02 The Regents Of The University Of California System and method for improved medical images
JP7086929B2 (ja) * 2017-03-10 2022-06-20 ソニー・オリンパスメディカルソリューションズ株式会社 医療情報処理システム
WO2019044228A1 (ja) * 2017-08-28 2019-03-07 富士フイルム株式会社 医用画像処理装置、方法およびプログラム
WO2019044078A1 (ja) * 2017-08-28 2019-03-07 富士フイルム株式会社 脳画像正規化装置、方法およびプログラム
KR101995900B1 (ko) * 2017-09-11 2019-07-04 뉴로핏 주식회사 3차원 뇌지도 생성 방법 및 프로그램
JP6998760B2 (ja) * 2017-12-25 2022-01-18 浜松ホトニクス株式会社 脳画像解析装置、脳画像解析方法、及び脳画像解析プログラム
US10878576B2 (en) 2018-02-14 2020-12-29 Elekta, Inc. Atlas-based segmentation using deep-learning
WO2019167882A1 (ja) * 2018-02-27 2019-09-06 富士フイルム株式会社 機械学習装置および方法
US11389131B2 (en) 2018-06-27 2022-07-19 Denti.Ai Technology Inc. Systems and methods for processing of dental images
US10937172B2 (en) 2018-07-10 2021-03-02 International Business Machines Corporation Template based anatomical segmentation of medical images
EP3821377B1 (en) * 2018-08-24 2025-03-26 Arterys Inc. Deep learning-based coregistration
US12288623B2 (en) 2019-03-19 2025-04-29 Optina Diagnostics, Inc. Method and system for identifying subjects who are potentially impacted by a medical condition
EP3761032A1 (en) * 2019-07-03 2021-01-06 Xyall B.V. Determining region(s) for tissue dissection in pathology slides
WO2021067617A1 (en) * 2019-10-02 2021-04-08 Encore Medical, Lp Dba Djo Surgical Systems and methods for reconstruction and characterization of physiologically healthy and physiologically defective anatomical structures to facilitate preoperative surgical planning
CN115511891B (zh) * 2021-06-22 2025-09-26 上海微创卜算子医疗科技有限公司 医学图像标注方法、分割方法、分割模型训练方法、电子设备和介质
EP4125097A1 (en) * 2021-07-27 2023-02-01 Siemens Healthcare GmbH Method and apparatus for annotating a portion of medical imaging data with one or more words
US12488022B2 (en) * 2023-11-27 2025-12-02 Capital One Services, Llc Systems and methods for identifying data labels for submitting to additional data labeling routines based on embedding clusters

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US7324842B2 (en) 2002-01-22 2008-01-29 Cortechs Labs, Inc. Atlas and methods for segmentation and alignment of anatomical data
GB0408328D0 (en) * 2004-04-14 2004-05-19 Imp College Innovations Ltd Method of processing image data
US7623709B2 (en) * 2005-09-06 2009-11-24 General Electric Company Method and system for segmenting image data
EP1947606A1 (en) * 2007-01-16 2008-07-23 National University Corporation Kobe University Medical image processing apparatus and medical image processing method
JP5231791B2 (ja) * 2007-02-02 2013-07-10 株式会社東芝 医用画像診断装置、医用画像処理方法およびコンピュータプログラムプロダクト
US8320647B2 (en) * 2007-11-20 2012-11-27 Olea Medical Method and system for processing multiple series of biological images obtained from a patient
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GB0917154D0 (en) 2009-09-30 2009-11-11 Imp Innovations Ltd Method and apparatus for processing medical images

Also Published As

Publication number Publication date
EP2483863B1 (en) 2016-09-07
EP2483863A1 (en) 2012-08-08
JP2013506478A (ja) 2013-02-28
ES2595210T3 (es) 2016-12-28
GB0917154D0 (en) 2009-11-11
WO2011039515A1 (en) 2011-04-07
CN102598054A (zh) 2012-07-18
US20120281900A1 (en) 2012-11-08
JP5695648B2 (ja) 2015-04-08
US9251596B2 (en) 2016-02-02
WO2011039515A8 (en) 2012-05-18
CN102598054B (zh) 2016-02-10

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