Articles with "compressed sensing" as a keyword



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Comparison of conventional DCE‐MRI and a novel golden‐angle radial multicoil compressed sensing method for the evaluation of breast lesion conspicuity

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Published in 2017 at "Journal of Magnetic Resonance Imaging"

DOI: 10.1002/jmri.25530

Abstract: To compare a novel multicoil compressed sensing technique with flexible temporal resolution, golden‐angle radial sparse parallel (GRASP), to conventional fat‐suppressed spoiled three‐dimensional (3D) gradient‐echo (volumetric interpolated breath‐hold examination, VIBE) MRI in evaluating the conspicuity of… read more here.

Keywords: compressed sensing; angle radial; golden angle; multicoil compressed ... See more keywords
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Clinical feasibility study of 3D intracranial magnetic resonance angiography using compressed sensing

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Published in 2019 at "Journal of Magnetic Resonance Imaging"

DOI: 10.1002/jmri.26752

Abstract: Compressed sensing (CS) has been widely used to improve the speed of MRI, but the feasibility of application in 3D intracranial MR angiography (MRA) needs to be evaluated in clinical practice. read more here.

Keywords: compressed sensing; clinical feasibility; angiography; magnetic resonance ... See more keywords
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Hemodynamic Evaluation of Type B Aortic Dissection Using Compressed Sensing Accelerated 4D Flow MRI

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Published in 2022 at "Journal of Magnetic Resonance Imaging"

DOI: 10.1002/jmri.28432

Abstract: 4D Flow MRI is a quantitative imaging technique to evaluate blood flow patterns; however, it is unclear how compressed sensing (CS) acceleration would impact aortic hemodynamic quantification in type B aortic dissection (TBAD). read more here.

Keywords: flow mri; aortic dissection; compressed sensing; type aortic ... See more keywords
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Deep compressed sensing MRI via a gradient-enhanced fusion model.

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Published in 2023 at "Medical physics"

DOI: 10.1002/mp.16164

Abstract: BACKGROUND Compressed sensing has been employed to accelerate magnetic resonance imaging by sampling fewer measurements. However, conventional iterative optimization-based CS-MRI are time-consuming for iterative calculations and often share poor generalization ability on multi-contrast datasets. Most… read more here.

Keywords: fusion; fusion model; compressed sensing; gradient ... See more keywords
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Accelerated MRI of the fetal heart using compressed sensing and metric optimized gating

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Published in 2017 at "Magnetic Resonance in Medicine"

DOI: 10.1002/mrm.26290

Abstract: To develop and validate a method for accelerated time‐resolved imaging of the fetal heart using a combination of compressed sensing (CS) and metric optimized gating (MOG). read more here.

Keywords: heart using; compressed sensing; fetal heart; sensing metric ... See more keywords
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Compressed sensing MRI reconstruction from 3D multichannel data using GPUs

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Published in 2017 at "Magnetic Resonance in Medicine"

DOI: 10.1002/mrm.26636

Abstract: To accelerate iterative reconstructions of compressed sensing (CS) MRI from 3D multichannel data using graphics processing units (GPUs). read more here.

Keywords: data using; compressed sensing; mri reconstruction; multichannel data ... See more keywords
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Multichannel compressed sensing MR image reconstruction using statistically optimized nonlinear diffusion

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Published in 2017 at "Magnetic Resonance in Medicine"

DOI: 10.1002/mrm.26774

Abstract: Eliminate the need for parametric tuning in total variation (TV) based multichannel compressed‐sensing image reconstruction using statistically optimized nonlinear diffusion without compromising image quality. read more here.

Keywords: image; sensing image; multichannel compressed; compressed sensing ... See more keywords
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Compressed sensing in quantitative determination of GAG concentration in cartilage by microscopic MRI

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Published in 2018 at "Magnetic Resonance in Medicine"

DOI: 10.1002/mrm.26973

Abstract: To evaluate the potentials of compressed sensing (CS) in MRI quantification of glycosaminoglycan (GAG) concentration in articular cartilage at microscopic resolution. read more here.

Keywords: compressed sensing; cartilage microscopic; mri; gag concentration ... See more keywords
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Accelerated mono‐ and biexponential 3D‐T1ρ relaxation mapping of knee cartilage using golden angle radial acquisitions and compressed sensing

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Published in 2019 at "Magnetic Resonance in Medicine"

DOI: 10.1002/mrm.28019

Abstract: To use golden‐angle radial sampling and compressed sensing (CS) for accelerating mono‐ and biexponential 3D spin‐lattice relaxation time in the rotating frame (T1ρ) mapping of knee cartilage. read more here.

Keywords: compressed sensing; mapping knee; mono biexponential; knee cartilage ... See more keywords
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Compressed sensing velocity encoded phase contrast imaging: Monitoring skeletal muscle kinematics

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Published in 2019 at "Magnetic Resonance in Medicine"

DOI: 10.1002/mrm.28100

Abstract: This study implements a compressed sensing (CS) 3‐directional velocity encoded phase contrast (VE‐PC) imaging for studying skeletal muscle kinematics within 40 s. read more here.

Keywords: encoded phase; contrast imaging; compressed sensing; kinematics ... See more keywords
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Multi‐spin echo T2 relaxation imaging with compressed sensing (METRICS) for rapid myelin water imaging

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Published in 2020 at "Magnetic Resonance in Medicine"

DOI: 10.1002/mrm.28199

Abstract: Myelin water imaging (MWI) provides a valuable biomarker for myelin, but clinical application has been restricted by long acquisition times. Accelerating the standard multi‐echo T2 acquisition with gradient echoes (GRASE) or by 2D multi‐slice data… read more here.

Keywords: multi spin; compressed sensing; water imaging; spin echo ... See more keywords