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1.
Revisiting [Formula: see text]-wavelet compressed-sensing MRI in the era of deep learning.
Proc Natl Acad Sci U S A
; 119(33): e2201062119, 2022 Aug 16.
Article
in English
| MEDLINE | ID: mdl-35939712
2.
Unsupervised deep learning with convolutional neural networks for static parallel transmit design: A retrospective study.
Magn Reson Med
; 91(6): 2498-2507, 2024 Jun.
Article
in English
| MEDLINE | ID: mdl-38247050
3.
Large-scale 3D non-Cartesian coronary MRI reconstruction using distributed memory-efficient physics-guided deep learning with limited training data.
MAGMA
; 2024 May 14.
Article
in English
| MEDLINE | ID: mdl-38743377
4.
Evaluating increases in sensitivity from NORDIC for diverse fMRI acquisition strategies.
Neuroimage
; 270: 119949, 2023 04 15.
Article
in English
| MEDLINE | ID: mdl-36804422
5.
Signal intensity informed multi-coil encoding operator for physics-guided deep learning reconstruction of highly accelerated myocardial perfusion CMR.
Magn Reson Med
; 89(1): 308-321, 2023 01.
Article
in English
| MEDLINE | ID: mdl-36128896
6.
Robust cardiac T 1 ρ $$ {\mathrm{T}}_{1_{\boldsymbol{\rho}}} $$ mapping at 3T using adiabatic spin-lock preparations.
Magn Reson Med
; 90(4): 1363-1379, 2023 10.
Article
in English
| MEDLINE | ID: mdl-37246420
7.
Physics-Driven Deep Learning for Computational Magnetic Resonance Imaging: Combining physics and machine learning for improved medical imaging.
IEEE Signal Process Mag
; 40(1): 98-114, 2023 Jan.
Article
in English
| MEDLINE | ID: mdl-37304755
8.
Residual RAKI: A hybrid linear and non-linear approach for scan-specific k-space deep learning.
Neuroimage
; 256: 119248, 2022 08 01.
Article
in English
| MEDLINE | ID: mdl-35487456
9.
Multi-mask self-supervised learning for physics-guided neural networks in highly accelerated magnetic resonance imaging.
NMR Biomed
; 35(12): e4798, 2022 12.
Article
in English
| MEDLINE | ID: mdl-35789133
10.
Unsupervised Deep Learning Methods for Biological Image Reconstruction and Enhancement: An overview from a signal processing perspective.
IEEE Signal Process Mag
; 39(2): 28-44, 2022 Mar.
Article
in English
| MEDLINE | ID: mdl-36186087
11.
NOise reduction with DIstribution Corrected (NORDIC) PCA in dMRI with complex-valued parameter-free locally low-rank processing.
Neuroimage
; 226: 117539, 2021 02 01.
Article
in English
| MEDLINE | ID: mdl-33186723
12.
Improved simultaneous multislice cardiac MRI using readout concatenated k-space SPIRiT (ROCK-SPIRiT).
Magn Reson Med
; 85(6): 3036-3048, 2021 06.
Article
in English
| MEDLINE | ID: mdl-33566378
13.
Free-breathing simultaneous T 1 , T 2 , and T 2 ∗ quantification in the myocardium.
Magn Reson Med
; 86(3): 1226-1240, 2021 09.
Article
in English
| MEDLINE | ID: mdl-33780037
14.
Diffusion Imaging in the Post HCP Era.
J Magn Reson Imaging
; 54(1): 36-57, 2021 07.
Article
in English
| MEDLINE | ID: mdl-32562456
15.
A field-monitoring-based approach for correcting eddy-current-induced artifacts of up to the 2nd spatial order in human-connectome-project-style multiband diffusion MRI experiment at 7T: A pilot study.
Neuroimage
; 216: 116861, 2020 08 01.
Article
in English
| MEDLINE | ID: mdl-32305565
16.
Self-calibrated interpolation of non-Cartesian data with GRAPPA in parallel imaging.
Magn Reson Med
; 83(5): 1837-1850, 2020 05.
Article
in English
| MEDLINE | ID: mdl-31722128
17.
Self-supervised learning of physics-guided reconstruction neural networks without fully sampled reference data.
Magn Reson Med
; 84(6): 3172-3191, 2020 12.
Article
in English
| MEDLINE | ID: mdl-32614100
18.
Self-navigation for 3D multishot EPI with data-reference.
Magn Reson Med
; 84(4): 1747-1762, 2020 10.
Article
in English
| MEDLINE | ID: mdl-32115756
19.
Deep-Learning Methods for Parallel Magnetic Resonance Imaging Reconstruction: A Survey of the Current Approaches, Trends, and Issues.
IEEE Signal Process Mag
; 37(1): 128-140, 2020 Jan.
Article
in English
| MEDLINE | ID: mdl-33758487
20.
Scan-specific robust artificial-neural-networks for k-space interpolation (RAKI) reconstruction: Database-free deep learning for fast imaging.
Magn Reson Med
; 81(1): 439-453, 2019 01.
Article
in English
| MEDLINE | ID: mdl-30277269