CN106102576B - 动态医疗图像中运动的检测 - Google Patents

动态医疗图像中运动的检测 Download PDF

Info

Publication number
CN106102576B
CN106102576B CN201480066503.7A CN201480066503A CN106102576B CN 106102576 B CN106102576 B CN 106102576B CN 201480066503 A CN201480066503 A CN 201480066503A CN 106102576 B CN106102576 B CN 106102576B
Authority
CN
China
Prior art keywords
interest
motion
images
region
signal
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.)
Active
Application number
CN201480066503.7A
Other languages
English (en)
Chinese (zh)
Other versions
CN106102576A (zh
Inventor
K·拉贾马尼
D·D·尚巴格
R·马利克
S·N·古普塔
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.)
GE Precision Healthcare LLC
Original Assignee
General Electric Co
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 General Electric Co filed Critical General Electric Co
Priority claimed from PCT/US2014/054244 external-priority patent/WO2015084446A1/en
Publication of CN106102576A publication Critical patent/CN106102576A/zh
Application granted granted Critical
Publication of CN106102576B publication Critical patent/CN106102576B/zh
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/72—Signal processing specially adapted for physiological signals or for diagnostic purposes
    • A61B5/7203—Signal processing specially adapted for physiological signals or for diagnostic purposes for noise prevention, reduction or removal
    • A61B5/7207—Signal processing specially adapted for physiological signals or for diagnostic purposes for noise prevention, reduction or removal of noise induced by motion artifacts
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/0033—Features or image-related aspects of imaging apparatus, e.g. for MRI, optical tomography or impedance tomography apparatus; Arrangements of imaging apparatus in a room
    • A61B5/004—Features or image-related aspects of imaging apparatus, e.g. for MRI, optical tomography or impedance tomography apparatus; Arrangements of imaging apparatus in a room adapted for image acquisition of a particular organ or body part
    • A61B5/0044—Features or image-related aspects of imaging apparatus, e.g. for MRI, optical tomography or impedance tomography apparatus; Arrangements of imaging apparatus in a room adapted for image acquisition of a particular organ or body part for the heart
    • 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
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/103—Measuring devices for testing the shape, pattern, colour, size or movement of the body or parts thereof, for diagnostic purposes
    • A61B5/11—Measuring movement of the entire body or parts thereof, e.g. head or hand tremor or mobility of a limb
    • A61B5/1126—Measuring movement of the entire body or parts thereof, e.g. head or hand tremor or mobility of a limb using a particular sensing technique
    • A61B5/1128—Measuring movement of the entire body or parts thereof, e.g. head or hand tremor or mobility of a limb using a particular sensing technique using image analysis
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/72—Signal processing specially adapted for physiological signals or for diagnostic purposes
    • A61B5/7271—Specific aspects of physiological measurement analysis
    • A61B5/7285—Specific aspects of physiological measurement analysis for synchronizing or triggering a physiological measurement or image acquisition with a physiological event or waveform, e.g. an ECG signal
    • A61B5/7289—Retrospective gating, i.e. associating measured signals or images with a physiological event after the actual measurement or image acquisition, e.g. by simultaneously recording an additional physiological signal during the measurement or image acquisition
    • 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
    • A61B6/5258—Devices using data or image processing specially adapted for radiation diagnosis involving detection or reduction of artifacts or noise
    • A61B6/5264—Devices using data or image processing specially adapted for radiation diagnosis involving detection or reduction of artifacts or noise due to motion
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B8/00—Diagnosis using ultrasonic, sonic or infrasonic waves
    • A61B8/52—Devices using data or image processing specially adapted for diagnosis using ultrasonic, sonic or infrasonic waves
    • A61B8/5269—Devices using data or image processing specially adapted for diagnosis using ultrasonic, sonic or infrasonic waves involving detection or reduction of artifacts
    • A61B8/5276—Devices using data or image processing specially adapted for diagnosis using ultrasonic, sonic or infrasonic waves involving detection or reduction of artifacts due to motion
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01R—MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R33/00—Arrangements or instruments for measuring magnetic variables
    • G01R33/20—Arrangements or instruments for measuring magnetic variables involving magnetic resonance
    • G01R33/44—Arrangements or instruments for measuring magnetic variables involving magnetic resonance using nuclear magnetic resonance [NMR]
    • G01R33/48—NMR imaging systems
    • G01R33/54—Signal processing systems, e.g. using pulse sequences ; Generation or control of pulse sequences; Operator console
    • G01R33/56—Image enhancement or correction, e.g. subtraction or averaging techniques, e.g. improvement of signal-to-noise ratio and resolution
    • G01R33/565—Correction of image distortions, e.g. due to magnetic field inhomogeneities
    • G01R33/56509—Correction of image distortions, e.g. due to magnetic field inhomogeneities due to motion, displacement or flow, e.g. gradient moment nulling
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B2576/00—Medical imaging apparatus involving image processing or analysis
    • 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
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01R—MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R33/00—Arrangements or instruments for measuring magnetic variables
    • G01R33/20—Arrangements or instruments for measuring magnetic variables involving magnetic resonance
    • G01R33/44—Arrangements or instruments for measuring magnetic variables involving magnetic resonance using nuclear magnetic resonance [NMR]
    • G01R33/48—NMR imaging systems
    • G01R33/54—Signal processing systems, e.g. using pulse sequences ; Generation or control of pulse sequences; Operator console
    • G01R33/56—Image enhancement or correction, e.g. subtraction or averaging techniques, e.g. improvement of signal-to-noise ratio and resolution
    • G01R33/5601—Image enhancement or correction, e.g. subtraction or averaging techniques, e.g. improvement of signal-to-noise ratio and resolution involving use of a contrast agent for contrast manipulation, e.g. a paramagnetic, super-paramagnetic, ferromagnetic or hyperpolarised contrast agent
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01R—MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R33/00—Arrangements or instruments for measuring magnetic variables
    • G01R33/20—Arrangements or instruments for measuring magnetic variables involving magnetic resonance
    • G01R33/44—Arrangements or instruments for measuring magnetic variables involving magnetic resonance using nuclear magnetic resonance [NMR]
    • G01R33/48—NMR imaging systems
    • G01R33/54—Signal processing systems, e.g. using pulse sequences ; Generation or control of pulse sequences; Operator console
    • G01R33/56—Image enhancement or correction, e.g. subtraction or averaging techniques, e.g. improvement of signal-to-noise ratio and resolution
    • G01R33/5608—Data processing and visualization specially adapted for MR, e.g. for feature analysis and pattern recognition on the basis of measured MR data, segmentation of measured MR data, edge contour detection on the basis of measured MR data, for enhancing measured MR data in terms of signal-to-noise ratio by means of noise filtering or apodization, for enhancing measured MR data in terms of resolution by means for deblurring, windowing, zero filling, or generation of gray-scaled images, colour-coded images or images displaying vectors instead of pixels
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01R—MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R33/00—Arrangements or instruments for measuring magnetic variables
    • G01R33/20—Arrangements or instruments for measuring magnetic variables involving magnetic resonance
    • G01R33/44—Arrangements or instruments for measuring magnetic variables involving magnetic resonance using nuclear magnetic resonance [NMR]
    • G01R33/48—NMR imaging systems
    • G01R33/54—Signal processing systems, e.g. using pulse sequences ; Generation or control of pulse sequences; Operator console
    • G01R33/56—Image enhancement or correction, e.g. subtraction or averaging techniques, e.g. improvement of signal-to-noise ratio and resolution
    • G01R33/563—Image enhancement or correction, e.g. subtraction or averaging techniques, e.g. improvement of signal-to-noise ratio and resolution of moving material, e.g. flow contrast angiography
    • G01R33/56308—Characterization of motion or flow; Dynamic imaging

Landscapes

  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Medical Informatics (AREA)
  • General Health & Medical Sciences (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Pathology (AREA)
  • Biomedical Technology (AREA)
  • Veterinary Medicine (AREA)
  • Biophysics (AREA)
  • Molecular Biology (AREA)
  • Surgery (AREA)
  • Animal Behavior & Ethology (AREA)
  • Radiology & Medical Imaging (AREA)
  • Public Health (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Signal Processing (AREA)
  • High Energy & Nuclear Physics (AREA)
  • Physiology (AREA)
  • Psychiatry (AREA)
  • Artificial Intelligence (AREA)
  • Optics & Photonics (AREA)
  • General Physics & Mathematics (AREA)
  • Condensed Matter Physics & Semiconductors (AREA)
  • Dentistry (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Cardiology (AREA)
  • Magnetic Resonance Imaging Apparatus (AREA)
  • Human Computer Interaction (AREA)
  • Vascular Medicine (AREA)
  • Theoretical Computer Science (AREA)
  • Pulmonology (AREA)
  • Television Systems (AREA)
  • Quality & Reliability (AREA)
  • Hematology (AREA)
CN201480066503.7A 2013-12-04 2014-09-05 动态医疗图像中运动的检测 Active CN106102576B (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
IN5587CH2013 IN2013CH05587A (enExample) 2013-12-04 2013-12-04
IN5587/CHE/2013 2013-12-04
PCT/US2014/054244 WO2015084446A1 (en) 2013-12-04 2014-09-05 Detection of motion in dynamic medical images

Publications (2)

Publication Number Publication Date
CN106102576A CN106102576A (zh) 2016-11-09
CN106102576B true CN106102576B (zh) 2020-12-08

Family

ID=54199413

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201480066503.7A Active CN106102576B (zh) 2013-12-04 2014-09-05 动态医疗图像中运动的检测

Country Status (3)

Country Link
US (1) US10362992B2 (enExample)
CN (1) CN106102576B (enExample)
IN (1) IN2013CH05587A (enExample)

Families Citing this family (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10909730B2 (en) * 2017-01-13 2021-02-02 Washington University Free-breathing and self-navigated MRI method for deformable motion derivation
EP3595525B1 (en) * 2017-03-17 2023-09-27 The Regents of The University of California Systems and methods for real-time motion prediction in dynamic imaging
WO2019056309A1 (en) 2017-09-22 2019-03-28 Shenzhen United Imaging Healthcare Co., Ltd. METHOD AND SYSTEM FOR GENERATING A PHASE CONTRAST IMAGE
KR20190103816A (ko) 2018-02-28 2019-09-05 삼성전자주식회사 컴퓨터 단층 촬영 영상을 보정하는 방법 및 장치
NL2023104B1 (en) * 2019-05-10 2020-11-30 Lely Patent Nv Ruminant animal monitoring system
US20210124001A1 (en) 2019-10-25 2021-04-29 Hyperfine Research, Inc. Systems and methods for detecting patient motion during magnetic resonance imaging

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101238979A (zh) * 2007-02-06 2008-08-13 株式会社东芝 磁共振成像装置及其图像分析方法
CN101273277A (zh) * 2005-09-29 2008-09-24 皇家飞利浦电子股份有限公司 用于采集磁共振成像(mri)数据的系统和方法
CN102077108A (zh) * 2008-04-28 2011-05-25 康奈尔大学 分子mri中的磁敏度精确量化
CN102483850A (zh) * 2009-09-08 2012-05-30 皇家飞利浦电子股份有限公司 用于监控感兴趣区域内的运动的运动监控系统

Family Cites Families (19)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
DE69225832T2 (de) 1991-04-02 1998-12-24 Philips Electronics N.V., Eindhoven Kernspinnresonanzverfahren und Anordnung zur Bewegungsüberwachung an einem Teil eines Objekts
US7697972B2 (en) 2002-11-19 2010-04-13 Medtronic Navigation, Inc. Navigation system for cardiac therapies
US20050096538A1 (en) 2003-10-29 2005-05-05 Siemens Medical Solutions Usa, Inc. Image plane stabilization for medical imaging
US7101336B2 (en) 2003-11-25 2006-09-05 General Electric Company Methods and systems for motion adaptive spatial compounding
US7536219B2 (en) 2004-02-20 2009-05-19 Siemens Aktiengesellschaft 4D imaging with a C-arm X-ray system
US8442287B2 (en) 2005-07-22 2013-05-14 Tomotherapy Incorporated Method and system for evaluating quality assurance criteria in delivery of a treatment plan
WO2007047915A2 (en) 2005-10-18 2007-04-26 3Tp Llc Automated pre-selection of voxels for dynamic contrast enhanced mri and ct
US7911207B2 (en) 2005-11-16 2011-03-22 Board Of Regents, The University Of Texas System Method for determining location and movement of a moving object
US20080058785A1 (en) * 2006-04-12 2008-03-06 Searete Llc, A Limited Liability Corporation Of The State Of Delaware Autofluorescent imaging and target ablation
US7835557B2 (en) 2006-11-28 2010-11-16 Medtronic Navigation, Inc. System and method for detecting status of imaging device
US20080188750A1 (en) 2007-02-05 2008-08-07 Penrith Corporation Automated movement detection with audio and visual information
EP1956383B1 (en) * 2007-02-06 2010-10-20 Kabushiki Kaisha Toshiba MRI involving a cine prescan for motion analysis
US8107695B2 (en) 2007-06-27 2012-01-31 General Electric Company Methods and systems for assessing patient movement in diagnostic imaging
US8165663B2 (en) * 2007-10-03 2012-04-24 The Invention Science Fund I, Llc Vasculature and lymphatic system imaging and ablation
US9579161B2 (en) 2008-05-06 2017-02-28 Medtronic Navigation, Inc. Method and apparatus for tracking a patient
FR2943901B1 (fr) 2009-04-01 2017-11-17 E(Ye)Brain Procede et systeme de detection d'anomalies oculomotrices.
US8498689B2 (en) 2009-11-04 2013-07-30 International Business Machines Corporation Real time motion information capture in an MRI environment
US8427153B2 (en) 2010-01-15 2013-04-23 Beth Israel Deaconess Medical Center, Inc. Method for motion correction in magnetic resonance imaging using radio frequency coil arrays
DE102013205830B4 (de) 2013-04-03 2024-05-29 Siemens Healthineers Ag Verfahren und Bilddatenerzeugungseinrichtung zur Erzeugung von Bilddaten eines sich bewegenden Objekts, Magnetresonanzanlage und Computerprogrammprodukt

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101273277A (zh) * 2005-09-29 2008-09-24 皇家飞利浦电子股份有限公司 用于采集磁共振成像(mri)数据的系统和方法
CN101238979A (zh) * 2007-02-06 2008-08-13 株式会社东芝 磁共振成像装置及其图像分析方法
CN102077108A (zh) * 2008-04-28 2011-05-25 康奈尔大学 分子mri中的磁敏度精确量化
CN102483850A (zh) * 2009-09-08 2012-05-30 皇家飞利浦电子股份有限公司 用于监控感兴趣区域内的运动的运动监控系统

Also Published As

Publication number Publication date
IN2013CH05587A (enExample) 2015-06-12
US20160310082A1 (en) 2016-10-27
US10362992B2 (en) 2019-07-30
CN106102576A (zh) 2016-11-09

Similar Documents

Publication Publication Date Title
CN106462972B (zh) 用于评估动态医疗图像中的运动校正的系统和方法
US11605455B2 (en) Systems and methods for predicting outcomes using raw data
JP5424902B2 (ja) Ｐｅｔ／ｍｒフロー推定を用いて補われる自動診断及び自動整列
JP4490442B2 (ja) 手術中の２次元画像および手術前の３次元画像をアフィン重ね合わせするための方法およびシステム
JP5475347B2 (ja) 磁気共鳴イメージング（ｍｒｉ）を用いる白質線維トラクトの特定
CN106102576B (zh) 动态医疗图像中运动的检测
KR101652387B1 (ko) 영상 데이터를 생성하는 방법
US9213074B2 (en) Stem and method for acquiring MRI data from bone and soft tissues
US11903745B2 (en) Image processing apparatus
US9626777B2 (en) Method and apparatus to generate image data
NL2009885C2 (en) System and method for automated landmarking.
CN105431746B (zh) 用于为独立像素或体素分配组织特异pet衰减值的mri方法
CN106233154A (zh) 使用预脉冲和导航器的具有运动校正的磁共振成像
CN101120874A (zh) 医用图像合成方法及其装置
Plathow et al. Quantification of lung tumor volume and rotation at 3D dynamic parallel MR imaging with view sharing: preliminary results
JP2017511227A (ja) 改善された多相動的造影磁気共鳴撮像方法
US10083527B2 (en) Multi-structure atlas and/or use thereof
US11972564B2 (en) Recording medium, information processing device, information processing method, trained model generation method, and correlation image output device
CN114847918A (zh) 用于量化参数映射图的验证医学图像的运动校正的系统和方法
US8768095B2 (en) System and method for processing data signals
Andreychenko et al. Respiratory motion model based on the noise covariance matrix of a receive array
Kavaluus et al. Retrospective four‐dimensional magnetic resonance imaging of liver: Method development
US8934692B2 (en) Method for determining a PET image data record
WO2015084446A1 (en) Detection of motion in dynamic medical images
KR20230094670A (ko) 인공 신경망을 이용한 이미지 데이터에 대한 분류 방법 및 이를 위한 장치

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant
TR01 Transfer of patent right

Effective date of registration: 20250403

Address after: Wisconsin

Patentee after: Ge precision medical Co.,Ltd.

Country or region after: U.S.A.

Address before: New York, United States

Patentee before: General Electric Co.

Country or region before: U.S.A.

TR01 Transfer of patent right