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20212023
most citedSpatiotemporal implicit neural representation for unsupervised dynamic MRI reconstruction

37 citations

7 papers

eess.IV2023★ 37 cited

Spatiotemporal implicit neural representation for unsupervised dynamic MRI reconstruction

Jie Feng, Ruimin Feng, Qing Wu +3

Supervised Deep-Learning (DL)-based reconstruction algorithms have shown state-of-the-art results for highly-undersampled dynamic Magnetic Resonance Imaging (MRI) reconstruction. H…

physics.med-ph2023★ 17 cited

Unconstrained quantitative magnetization transfer imaging: disentangling T1 of the free and semi-solid spin pools

Jakob Assländer, Andrew Mao, Elisa Marchetto +5

Since the inception of magnetization transfer (MT) imaging, it has been widely assumed that Henkelman's two spin pools have similar longitudinal relaxation times, which motivated m…

physics.med-ph2022★ 13 cited

Rapid quantitative magnetization transfer imaging: utilizing the hybrid state and the generalized Bloch model

Jakob Assländer, Cem Gultekin, Andrew Mao +7

Purpose: To explore efficient encoding schemes for quantitative magnetization transfer (qMT) imaging with few constraints on model Theory and Methods: We combine two recently propo…

physics.chem-ph2022★ 30 cited

Quadrupolar Na NMR Relaxation as a Probe of Subpicosecond Collective Dynamics in Aqueous Electrolyte Solutions

Iurii Chubak, Leeor Alon, Emilia V. Silletta +3

Nuclear magnetic resonance relaxometry represents a powerful tool for extracting dynamic information. Yet, obtaining links to molecular motion is challenging for many ions that rel…

cs.LG2021★ 29 cited

Cramér-Rao bound-informed training of neural networks for quantitative MRI

Xiaoxia Zhang, Quentin Duchemin, Kangning Liu +4

Neural networks are increasingly used to estimate parameters in quantitative MRI, in particular in magnetic resonance fingerprinting. Their advantages over the gold standard non-li…

physics.med-ph2021★ 29 cited

Generalized Bloch model: a theory for pulsed magnetization transfer

Jakob Assländer, Cem Gultekin, Sebastian Flassbeck +2

Purpose: The paper introduces a classical model to describe the dynamics of large spin-1/2 ensembles associated with nuclei bound in large molecule structures, commonly referred to…