DE102009025753A1 - System und Verfahren zur Nutzung der Parallel Imaging Technik mit der Compressed Sensing Technik - Google Patents

System und Verfahren zur Nutzung der Parallel Imaging Technik mit der Compressed Sensing Technik Download PDF

Info

Publication number
DE102009025753A1
DE102009025753A1 DE102009025753A DE102009025753A DE102009025753A1 DE 102009025753 A1 DE102009025753 A1 DE 102009025753A1 DE 102009025753 A DE102009025753 A DE 102009025753A DE 102009025753 A DE102009025753 A DE 102009025753A DE 102009025753 A1 DE102009025753 A1 DE 102009025753A1
Authority
DE
Germany
Prior art keywords
data
space
parallel imaging
technique
compressed sensing
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.)
Withdrawn
Application number
DE102009025753A
Other languages
German (de)
English (en)
Inventor
Philip James Menlo Park Beatty
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.)
General Electric Co
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
Publication of DE102009025753A1 publication Critical patent/DE102009025753A1/de
Withdrawn legal-status Critical Current

Links

Classifications

    • 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
    • G01R33/561—Image enhancement or correction, e.g. subtraction or averaging techniques, e.g. improvement of signal-to-noise ratio and resolution by reduction of the scanning time, i.e. fast acquiring systems, e.g. using echo-planar pulse sequences
    • G01R33/5611—Parallel magnetic resonance imaging, e.g. sensitivity encoding [SENSE], simultaneous acquisition of spatial harmonics [SMASH], unaliasing by Fourier encoding of the overlaps using the temporal dimension [UNFOLD], k-t-broad-use linear acquisition speed-up technique [k-t-BLAST], k-t-SENSE
    • 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
    • G01R33/561—Image enhancement or correction, e.g. subtraction or averaging techniques, e.g. improvement of signal-to-noise ratio and resolution by reduction of the scanning time, i.e. fast acquiring systems, e.g. using echo-planar pulse sequences
    • G01R33/5619—Image enhancement or correction, e.g. subtraction or averaging techniques, e.g. improvement of signal-to-noise ratio and resolution by reduction of the scanning time, i.e. fast acquiring systems, e.g. using echo-planar pulse sequences by temporal sharing of data, e.g. keyhole, block regional interpolation scheme for k-Space [BRISK]

Landscapes

  • Physics & Mathematics (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Radiology & Medical Imaging (AREA)
  • Engineering & Computer Science (AREA)
  • Signal Processing (AREA)
  • High Energy & Nuclear Physics (AREA)
  • Condensed Matter Physics & Semiconductors (AREA)
  • General Physics & Mathematics (AREA)
  • Magnetic Resonance Imaging Apparatus (AREA)
DE102009025753A 2008-05-06 2009-05-06 System und Verfahren zur Nutzung der Parallel Imaging Technik mit der Compressed Sensing Technik Withdrawn DE102009025753A1 (de)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US12/116,067 2008-05-06
US12/116,067 US7688068B2 (en) 2008-05-06 2008-05-06 System and method for using parallel imaging with compressed sensing

Publications (1)

Publication Number Publication Date
DE102009025753A1 true DE102009025753A1 (de) 2009-11-12

Family

ID=41152908

Family Applications (1)

Application Number Title Priority Date Filing Date
DE102009025753A Withdrawn DE102009025753A1 (de) 2008-05-06 2009-05-06 System und Verfahren zur Nutzung der Parallel Imaging Technik mit der Compressed Sensing Technik

Country Status (3)

Country Link
US (1) US7688068B2 (https=)
JP (1) JP5484775B2 (https=)
DE (1) DE102009025753A1 (https=)

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
DE102014203068A1 (de) * 2014-02-20 2015-08-20 Siemens Aktiengesellschaft Verfahren zum Erfassen von MR-Daten eines zweidimensionalen Volumenabschnitts und entsprechend ausgestaltete Magnetresonanzanlagen
CN108717171A (zh) * 2018-05-24 2018-10-30 上海理工大学 一种压缩感知低场磁共振成像算法
DE102013217617B4 (de) 2013-09-04 2018-12-27 Siemens Healthcare Gmbh Steuerungsverfahren zur Kontrolle einer Datenerfassung von Magnetresonanz-Bilddaten
CN111696165A (zh) * 2020-05-21 2020-09-22 深圳安科高技术股份有限公司 一种磁共振图像的生成方法和计算机设备

Families Citing this family (74)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
DE102006024976B3 (de) * 2006-05-29 2007-10-31 Siemens Ag Verfahren und Gerät zur verbesserten sensitivitätskodierten Magnet-Resonanz-Bildgebung unter Verwendung eines Empfängerspulenarrays
US8692549B2 (en) * 2009-05-27 2014-04-08 Siemens Aktiengesellschaft Method for reconstructing images of an imaged subject from a parallel MRI acquisition
US7834795B1 (en) 2009-05-28 2010-11-16 Bae Systems Information And Electronic Systems Integration Inc. Compressive sensor array system and method
US8761525B2 (en) * 2009-11-20 2014-06-24 Tripurari Singh Method and system for compressive color image sampling and reconstruction
US8666180B2 (en) 2009-12-04 2014-03-04 Stc.Unm System and methods of compressed sensing as applied to computer graphics and computer imaging
US9291711B2 (en) * 2010-02-25 2016-03-22 University Of Maryland, College Park Compressive radar imaging technology
US8587867B1 (en) * 2010-03-18 2013-11-19 Lockheed Martin Corporation Beam combiner apparatus and method
US20110231155A1 (en) * 2010-03-22 2011-09-22 General Electric Company Dynamically configurable sensor chassis
US8502534B2 (en) 2010-03-31 2013-08-06 General Electric Company Accelerated dynamic magnetic resonance imaging system and method
US8890522B2 (en) 2010-04-02 2014-11-18 General Electric Company Accelerated pseudo-random data magnetic resonance imaging system and method
US8970217B1 (en) 2010-04-14 2015-03-03 Hypres, Inc. System and method for noise reduction in magnetic resonance imaging
CN101975936A (zh) * 2010-09-03 2011-02-16 杭州电子科技大学 一种基于cs压缩感知技术的快速磁共振成像方法
JP5595872B2 (ja) * 2010-10-29 2014-09-24 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 磁気共鳴イメージング装置およびプログラム
JP5595873B2 (ja) * 2010-10-29 2014-09-24 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 磁気共鳴イメージング装置、サンプリングパターン作成方法、およびプログラム
CN103384836B (zh) * 2010-12-22 2016-10-26 皇家飞利浦电子股份有限公司 用于磁共振成像的方法和设备
US8717024B2 (en) * 2010-12-31 2014-05-06 General Electric Company System and method for generating a magnetic resonance image using compressed sensing and parallel imaging
DE102011005046A1 (de) * 2011-03-03 2012-09-06 Siemens Aktiengesellschaft Verfahren zum Erzeugen eines MR-Bildes mit einem Trackinfaktor und entsprechende Magnetresonanzanlage
EP2503349A1 (en) * 2011-03-24 2012-09-26 Koninklijke Philips Electronics N.V. MR image reconstruction using prior information-constrained regularization
US8922210B2 (en) * 2011-03-31 2014-12-30 General Electric Company Method and apparatus for performing diffusion spectrum imaging
DE112012001793T5 (de) 2011-04-21 2014-01-16 Philips Intellectual Property & Standards Gmbh Magnetresonanztomografie eines bewegenden Objektes
CN102389309B (zh) * 2011-07-08 2013-07-31 首都医科大学 基于压缩感知理论的磁共振图像重建的方法
KR101826961B1 (ko) 2011-07-29 2018-02-07 삼성전자주식회사 압축 센싱을 이용한 자기 공명 영상 기법 및 시스템
US9709650B2 (en) * 2011-11-06 2017-07-18 Mayo Foundation For Medical Education And Research Method for calibration-free locally low-rank encouraging reconstruction of magnetic resonance images
US8948480B2 (en) * 2011-11-10 2015-02-03 Siemens Aktiengesellschaft Image reconstruction using redundant Haar wavelets
CN103027682A (zh) * 2011-12-12 2013-04-10 深圳先进技术研究院 动态对比度增强磁共振成像方法和系统
CN104395772B (zh) * 2012-03-19 2017-05-10 皇家飞利浦有限公司 具有在对中心和外周k空间区的采样期间的呼吸运动检测的磁共振图像重建方法
CN102630011A (zh) * 2012-03-31 2012-08-08 浙江师范大学 一种视频传感器网络中的压缩感知编解码方法及系统
EP2839433B1 (en) 2012-04-19 2024-03-13 New York University System, method and computer-accessible medium for highly-accelerated dynamic magnetic resonance imaging using golden-angle radial sampling
JP5984258B2 (ja) 2012-04-27 2016-09-06 東芝メディカルシステムズ株式会社 磁気共鳴イメージング装置及び画像処理装置
US9411042B2 (en) 2012-05-09 2016-08-09 Duke University Multi-sensor compressive imaging
EP2847823A2 (en) 2012-05-09 2015-03-18 Duke University Metamaterial devices and methods of using the same
US9632156B2 (en) * 2012-06-01 2017-04-25 Siemens Healthcare Gmbh Efficient redundant haar minimization for parallel MRI reconstruction
CN104541179B (zh) 2012-06-05 2017-12-29 皇家飞利浦有限公司 并行mri中的逐通道伪影减少
RU2627063C2 (ru) 2012-08-27 2017-08-03 Конинклейке Филипс Н.В. Адаптивное ключевое сжатие для динамической магнитно-резонансной визуализации с улучшенной контрастностью
US9239367B2 (en) 2012-09-14 2016-01-19 General Electric Company Intra-blade filter for motion corrected magnetic resonance data
CN105051564A (zh) * 2013-03-22 2015-11-11 皇家飞利浦有限公司 用于压缩感测MRI中的经改进的k-空间采样的方法
JP5760195B2 (ja) * 2013-05-29 2015-08-05 パナソニックＩｐマネジメント株式会社 撮像装置、復元装置、撮像システム、および、撮像方法
CN103300859A (zh) * 2013-05-31 2013-09-18 王勇 一种混合范数的高质量快速cs-mri成像方法
CN103349550A (zh) * 2013-07-04 2013-10-16 华东师范大学 一种磁共振成像扫描与压缩传感重建一体化方法及其装置
CN103356193B (zh) * 2013-07-19 2016-12-28 哈尔滨工业大学深圳研究生院 压缩感知框架下的快速弥散张量成像方法及系统
US9535148B2 (en) 2013-08-07 2017-01-03 The Board Of Trustees Of The Leland Stanford Junior University Dynamic contrast enhanced magnetic resonance imaging with high spatial-temporal resolution
WO2015019970A1 (ja) 2013-08-08 2015-02-12 株式会社東芝 画像処理装置及び磁気共鳴イメージング装置
KR101549184B1 (ko) 2013-08-09 2015-09-03 국립대학법인 울산과학기술대학교 산학협력단 압축 센싱 지원 mmme 시퀀스를 이용한 초고속 3d 스핀 에코 영상법 및 그 영상장치
WO2015060656A1 (en) 2013-10-23 2015-04-30 Samsung Electronics Co., Ltd. Magnetic resonance imaging apparatus and method
KR101663229B1 (ko) * 2013-10-23 2016-10-06 삼성전자주식회사 자기 공명 영상 장치 및 그에 따른 자기 공명 영상의 이미징 방법
KR101629165B1 (ko) 2013-12-10 2016-06-21 삼성전자 주식회사 자기공명영상장치 및 그 제어방법
US10126398B2 (en) 2014-01-03 2018-11-13 Yudong Zhu Modeling and validation for compressed sensing and MRI
WO2015111048A1 (en) 2014-01-23 2015-07-30 Yissum Research Development Company Of The Hebrew University Of Jerusalem Ltd. Method of and system for accelerating repeated magnetic resonance imaging
US9208587B2 (en) * 2014-04-25 2015-12-08 General Electric Company Systems and methods for compressed sensing for multi-shell magnetic resonance imaging
WO2015170394A1 (ja) * 2014-05-09 2015-11-12 株式会社日立製作所 撮像装置、画像処理装置及び画像処理方法
KR20160011012A (ko) * 2014-07-21 2016-01-29 삼성전자주식회사 자기 공명 영상 장치 및 그 제어 방법
CN104569880B (zh) * 2014-12-31 2017-04-05 中国科学院深圳先进技术研究院 一种磁共振快速成像方法及系统
JP6647816B2 (ja) * 2015-08-10 2020-02-14 キヤノンメディカルシステムズ株式会社 磁気共鳴イメージング装置、画像再構成方法及び画像再構成プログラム
KR101629162B1 (ko) * 2016-02-01 2016-06-21 삼성전자주식회사 자기공명영상장치 및 그 제어방법
US10420510B2 (en) * 2016-04-22 2019-09-24 General Electric Company System and method for imaging a moving subject
JP6710127B2 (ja) * 2016-08-22 2020-06-17 株式会社日立製作所 磁気共鳴イメージング装置および画像再構成方法
JP6792983B2 (ja) * 2016-09-13 2020-12-02 株式会社日立製作所 磁気共鳴イメージング装置
US11275134B2 (en) 2016-09-29 2022-03-15 Koninklijke Philips N.V. Method and apparatus for improving data communications link efficiency and robustness in a magnetic resonance imaging (MRI) system
JP6809870B2 (ja) * 2016-11-04 2021-01-06 株式会社日立製作所 磁気共鳴イメージング装置、および、信号処理方法
US10359513B2 (en) 2017-05-03 2019-07-23 Elwha Llc Dynamic-metamaterial coded-aperture imaging
WO2019018932A1 (en) * 2017-07-25 2019-01-31 Nova Scotia Health Authority SYSTEMS AND METHODS FOR RECONSTRUCTION OF DYNAMIC MAGNETIC RESONANCE IMAGING DATA
US10802096B2 (en) * 2017-12-26 2020-10-13 Uih America, Inc. Methods and systems for magnetic resonance imaging
CN108261201B (zh) * 2018-01-27 2021-07-02 王天红 一种快速自导航磁共振水成像装置
JP7106307B2 (ja) 2018-03-14 2022-07-26 キヤノンメディカルシステムズ株式会社 医用画像診断装置、医用信号復元方法、医用信号復元プログラム、モデル学習方法、モデル学習プログラム、および磁気共鳴イメージング装置
EP3598162B1 (en) * 2018-07-19 2024-10-02 Siemens Healthineers AG Magnetic resonance method and apparatus for suppressing metal artifacts
US11467239B2 (en) 2018-07-30 2022-10-11 Hyperfine Operations, Inc. Deep learning techniques for magnetic resonance image reconstruction
CA3107776A1 (en) 2018-08-15 2020-02-20 Hyperfine Research, Inc. Deep learning techniques for suppressing artefacts in magnetic resonance images
US10740931B2 (en) 2018-09-30 2020-08-11 The Board Of Trustees Of The Leland Stanford Junior University Method for performing magnetic resonance imaging reconstruction with unsupervised deep learning
CN109658471B (zh) 2018-12-20 2023-07-25 上海联影医疗科技股份有限公司 一种医学图像重建方法和系统
JP2022526718A (ja) 2019-03-14 2022-05-26 ハイパーファイン，インコーポレイテッド 空間周波数データから磁気共鳴画像を生成するための深層学習技術
US11143730B2 (en) 2019-04-05 2021-10-12 University Of Cincinnati System and method for parallel magnetic resonance imaging
US11280868B2 (en) * 2019-06-19 2022-03-22 GE Precision Healthcare LLC Image enhancement with variable number of excitation (NEX) acquisitions accelerated using compressed sensing
US12170183B2 (en) 2019-09-20 2024-12-17 Hitachi High-Tech Corporation Charged particle microscope device and method for adjusting field-of-view thereof
CN113554574A (zh) * 2021-09-23 2021-10-26 苏州浪潮智能科技有限公司 一种压缩感知图像恢复方法、装置、设备及介质

Family Cites Families (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7576536B2 (en) * 2005-05-06 2009-08-18 Invivo Corporation MRI method and apparatus for adaptive channel reduction in parallel imaging
US7282917B1 (en) * 2006-03-30 2007-10-16 General Electric Company Method and apparatus of multi-coil MR imaging with hybrid space calibration
US7791338B2 (en) * 2007-09-07 2010-09-07 The Board Of Trustees Of The Leland Stanford Junior University MRI method of determining time-optimal gradient waveforms with gradient amplitude as a function of arc-length in k-space
US7592808B1 (en) * 2008-05-06 2009-09-22 General Electric Company System and method for reducing MR scan time using partial fourier acquisition and compressed sensing

Cited By (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
DE102013217617B4 (de) 2013-09-04 2018-12-27 Siemens Healthcare Gmbh Steuerungsverfahren zur Kontrolle einer Datenerfassung von Magnetresonanz-Bilddaten
DE102014203068A1 (de) * 2014-02-20 2015-08-20 Siemens Aktiengesellschaft Verfahren zum Erfassen von MR-Daten eines zweidimensionalen Volumenabschnitts und entsprechend ausgestaltete Magnetresonanzanlagen
DE102014203068B4 (de) * 2014-02-20 2015-11-26 Siemens Aktiengesellschaft Pseudo-zufällige Erfassung von MR-Daten eines zweidimensionalen Volumenabschnitts
CN108717171A (zh) * 2018-05-24 2018-10-30 上海理工大学 一种压缩感知低场磁共振成像算法
CN111696165A (zh) * 2020-05-21 2020-09-22 深圳安科高技术股份有限公司 一种磁共振图像的生成方法和计算机设备
CN111696165B (zh) * 2020-05-21 2023-09-15 深圳安科高技术股份有限公司 一种磁共振图像的生成方法和计算机设备

Also Published As

Publication number Publication date
JP5484775B2 (ja) 2014-05-07
US7688068B2 (en) 2010-03-30
US20090278539A1 (en) 2009-11-12
JP2009268901A (ja) 2009-11-19

Similar Documents

Publication Publication Date Title
DE102009025753A1 (de) System und Verfahren zur Nutzung der Parallel Imaging Technik mit der Compressed Sensing Technik
DE69936432T2 (de) System zur Bilderzeugung durch magnetische Resonanz mit interaktiver Kontrolle des Bildkontrastes
DE60203896T2 (de) Vorrichtung zur erfassung von mri-daten aus einem grossen gesichtsfeld mit kontinuierlicher tischbewegung
DE102006007969B4 (de) Verfahren und System zur MR-Bildgebung mit reduzierten Radialwelligkeitsartefakten
DE19842937B4 (de) Mehrschnitt- und Mehrwinkel-Magnetresonanzabbildung unter Verwendung einer Fast-Spin-Echo-Erfassung
DE19801808B4 (de) Vorrichtung und Verfahren zur Verringerung von Maxwell-Term-Artefakten bei schnellen Spinecho-Magnetresonanzbildern
DE102007045054A1 (de) Vorrichtung und Verfahren zur beschleunigten Propeller-Bildgebung
DE10246406A1 (de) MRI mit sich bewegendem Tisch und einer Frequenzkodierung in der z-Richtung
DE112015001951T5 (de) System und Verfahren zur Magnetresonanz-Bildgebung mit reduziertem Sichtfeld
DE19905720A1 (de) Fast-Spinecho-Impulsfolge für eine diffusions-gewichtete Abbildung
DE60122818T2 (de) Selbstkorrektur von Bewegungsartefakten in MR-Projektionsbildern
DE102007044463A1 (de) Verfahren zur Bestimmung der räumlichen Verteilung von Magnetresonanzsignalen durch mehrdimensionale HF-Anregungspulse
DE102007018421A1 (de) Kombination von Empfangskanaldaten bei paralleler MR-Bildgebung
DE112008003621T5 (de) System und Verfahren zur MR-Bildgebung in inhomogenen Magnetfeldern
DE112020002706T5 (de) Optimierte k-raum-profil-ordnung für radiale 3d-mr-bildgebung
DE10317629A1 (de) RF-Spule und Magnetresonanzabbildungsvorrichtung
DE102004031204A1 (de) Verfahren und Vorrichtung zum Reduzieren von HF-Leistung bei Hochfeld-MR-Bildgebung unter der Verwendung von Multiphasen-HF-Plus-Anregungswinkeln
DE102007055580A1 (de) System und Verfahren zur raschen MR-Bildgebung von Metaboliten bei selektiven Anregungsfrequenzen
DE102009015885A1 (de) Verfahren zur Detektion fehlerhafter MR-Daten und Magnetresonanzanlage
DE102009003862A1 (de) Gerät und Verfahren zur Optimierung der Spektren von parallelen Anregungsimpulsen
EP1780556A1 (de) Kernspintomographie mit lokalen Magnetfeldgradienten in Verbindung mit lokalen Empfangsspulen
DE60314049T2 (de) Bildrekonstruktionsverfahren und -system
DE102004046490B4 (de) Verfahren und Vorrichtung zur Gradient-Echo-Bildgebung mit während des Durchlaufs stattfindender Optimierung der Gewebeunterdrückung
DE19907152B4 (de) Erfassung segmentierter Magnetresonanz-Abbildungs-Herzdaten unter Verwendung einer Echo-Planar-Abbildungs-Impulsfolge
DE19814677B4 (de) Korrektur einer durch Maxwell-Terme verursachten Verschlechterung eines Axial-Bild-Signals

Legal Events

Date Code Title Description
R012 Request for examination validly filed
R119 Application deemed withdrawn, or ip right lapsed, due to non-payment of renewal fee