Compressed sensing acceleration of biexponential 3D-T

Acceleration Adult Algorithms Cartilage, Articular / diagnostic imaging Healthy Volunteers Humans Image Processing, Computer-Assisted / methods Imaging, Three-Dimensional Knee / diagnostic imaging Knee Joint / diagnostic imaging Magnetic Resonance Imaging / methods Osteoarthritis, Knee / diagnostic imaging Phantoms, Imaging Principal Component Analysis Retrospective Studies Young Adult
T1ρ relaxation biexponential model compressed sensing low rank sparse reconstruction

Journal

Magnetic resonance in medicine
ISSN: 1522-2594
Titre abrégé: Magn Reson Med
Pays: United States
ID NLM: 8505245

Informations de publication

Date de publication:
02 2019
Historique:
received: 01 02 2018
revised: 23 05 2018
accepted: 01 06 2018
pubmed: 20 9 2018
medline: 18 12 2019
entrez: 20 9 2018
Statut: ppublish

Résumé

Use compressed sensing (CS) for 3D biexponential spin-lattice relaxation time in the rotating frame (T Fully sampled 3D-T Most CS methods performed satisfactorily for an acceleration factor (AF) of 2, with relative median normalized absolute deviation (MNAD) around 10%. Some sparsifying transforms, such as low rank with spatial finite difference (L + S SFD), spatiotemporal finite difference (STFD), and exponential dictionaries (EXP) significantly improved this performance, reaching MNAD below 15% with AF up to 10, when spatial filtering was used. Accelerating biexponential 3D-T

Identifiants

DOI: 10.1002/mrm.27416 PMID: 30230588 PMC: PMC6289851
pubmed: 30230588
doi: 10.1002/mrm.27416
pmc: PMC6289851
mid: NIHMS972606
doi:

Types de publication

Journal Article Research Support, N.I.H., Extramural

Langues

eng

Sous-ensembles de citation

IM

Pagination

863-880

Subventions

Organisme : NIAMS NIH HHS
ID : R01 AR060238
Pays : United States
Organisme : NIBIB Biomedical Technology Resource Center
ID : NIH P41-EB017183
Pays : International
Organisme : NIH HHS
ID : R01-AR060238
Pays : United States
Organisme : NIAMS NIH HHS
ID : R01 AR067156
Pays : United States
Organisme : NIH HHS
ID : R01-AR068966
Pays : United States
Organisme : NIAMS NIH HHS
ID : R01 AR068966
Pays : United States
Organisme : NIH HHS
ID : R01-AR067156
Pays : United States
Organisme : NIBIB NIH HHS
ID : P41 EB017183
Pays : United States

Informations de copyright

© 2018 International Society for Magnetic Resonance in Medicine.

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Auteurs

Marceo V W Zibetti (MVW)

Center for Biomedical Imaging, Department of Radiology, New York University School of Medicine, New York, New York.
ORCID: 0000-0003-2856-3625

Azadeh Sharafi (A)

Center for Biomedical Imaging, Department of Radiology, New York University School of Medicine, New York, New York.

Ricardo Otazo (R)

Center for Biomedical Imaging, Department of Radiology, New York University School of Medicine, New York, New York.

Ravinder R Regatte (RR)

Center for Biomedical Imaging, Department of Radiology, New York University School of Medicine, New York, New York.

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Classifications MeSH

questionsmedicales.fr › Phénomènes physiques › Déplacement › Accélération › Compressed sensing acceleration of biexponential 3D-T
questionsmedicales.fr › Personnes › Tranches d'âge › Adulte › Compressed sensing acceleration of biexponential 3D-T
questionsmedicales.fr › Sciences de l'information › Méthodologies informatiques › Algorithmes › Compressed sensing acceleration of biexponential 3D-T
questionsmedicales.fr › Appareil locomoteur › Squelette › Articulations › Cartilage articulaire › Compressed sensing acceleration of biexponential 3D-T
questionsmedicales.fr › Personnes › Bénévoles › Volontaires sains › Compressed sensing acceleration of biexponential 3D-T
questionsmedicales.fr › Eucaryotes › Animaux › Chordés › Vertébrés › Mammifères › Eutheria › Primates › Haplorhini › Catarrhini › Hominidae › Humains › Compressed sensing acceleration of biexponential 3D-T
questionsmedicales.fr › Sciences de l'information › Méthodologies informatiques › Traitement d'image par ordinateur › Compressed sensing acceleration of biexponential 3D-T
questionsmedicales.fr › Sciences de l'information › Méthodologies informatiques › Traitement d'image par ordinateur › Imagerie tridimensionnelle › Compressed sensing acceleration of biexponential 3D-T
questionsmedicales.fr › Régions du corps › Membres › Membre inférieur › Genou › Compressed sensing acceleration of biexponential 3D-T
questionsmedicales.fr › Appareil locomoteur › Squelette › Articulations › Articulation du genou › Compressed sensing acceleration of biexponential 3D-T
questionsmedicales.fr › Diagnostic › Techniques et procédures diagnostiques › Imagerie diagnostique › Tomographie › Imagerie par résonance magnétique › Compressed sensing acceleration of biexponential 3D-T
questionsmedicales.fr › Maladies ostéomusculaires › Arthrose › Gonarthrose › Compressed sensing acceleration of biexponential 3D-T
questionsmedicales.fr › Équipement et fournitures › Fantômes en imagerie › Compressed sensing acceleration of biexponential 3D-T
questionsmedicales.fr › Techniques d'investigation › Analyse en composantes principales › Compressed sensing acceleration of biexponential 3D-T
questionsmedicales.fr › Environnement et santé publique › Santé publique › Méthodes épidémiologiques › Caractéristiques des études épidémiologiques › Études épidémiologiques › Études de cohortes › Études rétrospectives › Compressed sensing acceleration of biexponential 3D-T
questionsmedicales.fr › Personnes › Tranches d'âge › Adulte › Jeune adulte › Compressed sensing acceleration of biexponential 3D-T