ES2605571T3 - Método de clasificación de órganos a partir de una imagen tomográfica - Google Patents

Método de clasificación de órganos a partir de una imagen tomográfica Download PDF

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Publication number
ES2605571T3
ES2605571T3 ES12868527.8T ES12868527T ES2605571T3 ES 2605571 T3 ES2605571 T3 ES 2605571T3 ES 12868527 T ES12868527 T ES 12868527T ES 2605571 T3 ES2605571 T3 ES 2605571T3
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Spain
Prior art keywords
image
volume
organ
labeled
prototype
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ES12868527.8T
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English (en)
Spanish (es)
Inventor
Olof Dahlqvist Leinhard
Magnus Borga
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Advanced MR Analytics AB
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Advanced MR Analytics AB
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Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/0002—Inspection of images, e.g. flaw detection
    • G06T7/0012—Biomedical image inspection
    • G06T7/0014—Biomedical image inspection using an image reference approach
    • 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
    • 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]
    • A61B6/032—Transmission computed tomography [CT]
    • 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]
    • A61B6/037—Emission tomography
    • 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
    • A61B6/52—Devices using data or image processing specially adapted for radiation diagnosis
    • A61B6/5211—Devices using data or image processing specially adapted for radiation diagnosis involving processing of medical diagnostic data
    • A61B6/5229—Devices using data or image processing specially adapted for radiation diagnosis involving processing of medical diagnostic data combining image data of a patient, e.g. combining a functional image with an anatomical image
    • A61B6/5247—Devices using data or image processing specially adapted for radiation diagnosis involving processing of medical diagnostic data combining image data of a patient, e.g. combining a functional image with an anatomical image combining images from an ionising-radiation diagnostic technique and a non-ionising radiation diagnostic technique, e.g. X-ray and ultrasound
    • 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
    • G06T7/174—Segmentation; Edge detection involving the use of two or more images
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/30—Determination of transform parameters for the alignment of images, i.e. image registration
    • G06T7/33—Determination of transform parameters for the alignment of images, i.e. image registration using feature-based methods
    • G06T7/337—Determination of transform parameters for the alignment of images, i.e. image registration using feature-based methods involving reference images or patches
    • 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
    • A61B6/52—Devices using data or image processing specially adapted for radiation diagnosis
    • A61B6/5211—Devices using data or image processing specially adapted for radiation diagnosis involving processing of medical diagnostic data
    • A61B6/5217—Devices using data or image processing specially adapted for radiation diagnosis involving processing of medical diagnostic data extracting a diagnostic or physiological parameter from medical diagnostic 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
    • G06T2207/10—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
    • G06T2207/10—Image acquisition modality
    • G06T2207/10072—Tomographic images
    • G06T2207/10104—Positron emission tomography [PET]
    • 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
    • G06T2207/30056—Liver; Hepatic

Landscapes

  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Physics & Mathematics (AREA)
  • Medical Informatics (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Radiology & Medical Imaging (AREA)
  • Theoretical Computer Science (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • General Health & Medical Sciences (AREA)
  • General Physics & Mathematics (AREA)
  • Biophysics (AREA)
  • Biomedical Technology (AREA)
  • Surgery (AREA)
  • Animal Behavior & Ethology (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Public Health (AREA)
  • Veterinary Medicine (AREA)
  • Molecular Biology (AREA)
  • High Energy & Nuclear Physics (AREA)
  • Pathology (AREA)
  • Optics & Photonics (AREA)
  • Quality & Reliability (AREA)
  • Pulmonology (AREA)
  • Magnetic Resonance Imaging Apparatus (AREA)
  • Apparatus For Radiation Diagnosis (AREA)
  • Image Analysis (AREA)
ES12868527.8T 2012-02-17 2012-02-17 Método de clasificación de órganos a partir de una imagen tomográfica Active ES2605571T3 (es)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/SE2012/050178 WO2013122523A1 (en) 2012-02-17 2012-02-17 Method of classification of organs from a tomographic image

Publications (1)

Publication Number Publication Date
ES2605571T3 true ES2605571T3 (es) 2017-03-15

Family

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ES12868527.8T Active ES2605571T3 (es) 2012-02-17 2012-02-17 Método de clasificación de órganos a partir de una imagen tomográfica

Country Status (7)

Country Link
US (1) US9818189B2 (enExample)
EP (1) EP2815381B1 (enExample)
CN (1) CN104106096B (enExample)
AU (1) AU2012370343B2 (enExample)
ES (1) ES2605571T3 (enExample)
IN (1) IN2014DN06675A (enExample)
WO (1) WO2013122523A1 (enExample)

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US10726608B2 (en) 2016-11-23 2020-07-28 3D Systems, Inc. System and method for real-time rendering of complex data
CN107292257A (zh) * 2017-06-14 2017-10-24 深圳先进技术研究院 基于深度学习的身体部位自动识别磁共振扫描方法与装置
US10918885B2 (en) * 2018-09-27 2021-02-16 Varian Medical Systems International Ag Systems, methods and devices for automated target volume generation
EP4107964A1 (en) * 2020-02-20 2022-12-28 Align Technology, Inc. Medical imaging data compression and extraction on client side
ES3029585T3 (en) * 2021-05-11 2025-06-24 Amra Medical Ab Method of quantifying an effective volume of a muscle

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US6587702B1 (en) * 1999-01-22 2003-07-01 Instrumentation Metrics, Inc Classification and characterization of tissue through features related to adipose tissue
JP3968352B2 (ja) * 2004-02-03 2007-08-29 ジーイー・メディカル・システムズ・グローバル・テクノロジー・カンパニー・エルエルシー Ｍｒｉ装置
WO2007054842A1 (en) * 2005-11-09 2007-05-18 Koninklijke Philips Electronics, N.V. Automated stool removal method for medical imaging
US8331637B2 (en) 2006-03-03 2012-12-11 Medic Vision-Brain Technologies Ltd. System and method of automatic prioritization and analysis of medical images
WO2008022210A2 (en) * 2006-08-15 2008-02-21 The Board Of Regents Of The University Of Texas System Methods, compositions and systems for analyzing imaging data
US8041088B2 (en) 2007-02-05 2011-10-18 General Electric Company Brain image alignment method and system
CN101896942B (zh) * 2007-12-14 2014-09-10 皇家飞利浦电子股份有限公司 脑图像数据的图像分析
US8150113B2 (en) 2008-01-23 2012-04-03 Carestream Health, Inc. Method for lung lesion location identification
EP2235681A1 (en) * 2008-01-24 2010-10-06 Koninklijke Philips Electronics N.V. Interactive image segmentation
US20090226057A1 (en) * 2008-03-04 2009-09-10 Adi Mashiach Segmentation device and method
US8787648B2 (en) * 2008-03-07 2014-07-22 Koninklijke Philips N.V. CT surrogate by auto-segmentation of magnetic resonance images
ES2578706T3 (es) 2008-04-17 2016-07-29 Advanced Mr Analytics Ab Mejora de la obtención de imágenes por resonancia magnética en relación a la corrección de artefactos de desplazamiento químico y de inhomogeneidad de intensidad
US8634614B2 (en) * 2008-06-02 2014-01-21 Brainreader Aps System and method for volumetric analysis of medical images
DE102008032006B4 (de) 2008-07-07 2017-01-05 Siemens Healthcare Gmbh Verfahren zur Steurung der Bildaufnahme bei einer Bildaufnahmeeinrichtung, sowie eine Bildaufnahmeeinrichtung
US8385688B2 (en) * 2008-08-27 2013-02-26 International Business Machines Corporation System and method for automatic recognition and labeling of anatomical structures and vessels in medical imaging scans
US8208707B2 (en) 2008-09-02 2012-06-26 General Electric Company Tissue classification in medical images
US8369585B2 (en) 2008-10-17 2013-02-05 Siemens Aktiengesellschaft Automatic classification of information in images
US8064674B2 (en) * 2008-11-03 2011-11-22 Siemens Aktiengesellschaft Robust classification of fat and water images from 1-point-Dixon reconstructions
US8774473B2 (en) * 2009-02-25 2014-07-08 Koninklijke Philips N.V. Attenuation correction of MR coils in a hybrid PET/MR system
WO2010148250A2 (en) * 2009-06-17 2010-12-23 Tomotherapy Incorporated System and method of applying anatomically-constrained deformation
GB0917154D0 (en) * 2009-09-30 2009-11-11 Imp Innovations Ltd Method and apparatus for processing medical images
US20110081055A1 (en) * 2009-10-02 2011-04-07 Harris Corporation, Corporation Of The State Of Delaware Medical image analysis system using n-way belief propagation for anatomical images subject to deformation and related methods
WO2012012768A1 (en) * 2010-07-23 2012-01-26 Tomotherapy Incorporated System and method for identifying an anatomical organ in a patient

Also Published As

Publication number Publication date
AU2012370343A1 (en) 2014-08-28
IN2014DN06675A (enExample) 2015-05-22
WO2013122523A1 (en) 2013-08-22
CN104106096A (zh) 2014-10-15
US20150125056A1 (en) 2015-05-07
EP2815381A4 (en) 2015-05-13
EP2815381A1 (en) 2014-12-24
US9818189B2 (en) 2017-11-14
EP2815381B1 (en) 2016-09-07
CN104106096B (zh) 2017-09-22
AU2012370343B2 (en) 2017-09-07

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