Detalhe da pesquisa
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.
Artigo
em Inglês
| MEDLINE | ID: mdl-35939712
2.
Large-scale 3D non-Cartesian coronary MRI reconstruction using distributed memory-efficient physics-guided deep learning with limited training data.
MAGMA
; 2024 May 14.
Artigo
em Inglês
| MEDLINE | ID: mdl-38743377
3.
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.
Artigo
em Inglês
| MEDLINE | ID: mdl-36128896
4.
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.
Artigo
em Inglês
| MEDLINE | ID: mdl-37304755
5.
Multi-mask self-supervised learning for physics-guided neural networks in highly accelerated magnetic resonance imaging.
NMR Biomed
; 35(12): e4798, 2022 12.
Artigo
em Inglês
| MEDLINE | ID: mdl-35789133
6.
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.
Artigo
em Inglês
| MEDLINE | ID: mdl-36186087
7.
Self-supervised learning of physics-guided reconstruction neural networks without fully sampled reference data.
Magn Reson Med
; 84(6): 3172-3191, 2020 12.
Artigo
em Inglês
| MEDLINE | ID: mdl-32614100
8.
High-fidelity Database-free Deep Learning Reconstruction for Real-time Cine Cardiac MRI.
bioRxiv
; 2023 Feb 15.
Artigo
em Inglês
| MEDLINE | ID: mdl-36824797
9.
High-fidelity Database-free Deep Learning Reconstruction for Real-time Cine Cardiac MRI.
Annu Int Conf IEEE Eng Med Biol Soc
; 2023: 1-4, 2023 07.
Artigo
em Inglês
| MEDLINE | ID: mdl-38083374
10.
Signal-Intensity Informed Multi-Coil MRI Encoding Operator for Improved Physics-Guided Deep Learning Reconstruction of Dynamic Contrast-Enhanced MRI.
Annu Int Conf IEEE Eng Med Biol Soc
; 2022: 1472-1476, 2022 07.
Artigo
em Inglês
| MEDLINE | ID: mdl-36086262
11.
fastMRI+, Clinical pathology annotations for knee and brain fully sampled magnetic resonance imaging data.
Sci Data
; 9(1): 152, 2022 04 05.
Artigo
em Inglês
| MEDLINE | ID: mdl-35383186
12.
Application of Deep Neural Networks as a Prescreening Tool to Assign Individualized Absorption Models in Pharmacokinetic Analysis.
Pharmaceutics
; 13(6)2021 May 26.
Artigo
em Inglês
| MEDLINE | ID: mdl-34073609
13.
Compressed Sensing MRI with â1-Wavelet Reconstruction Revisited Using Modern Data Science Tools.
Annu Int Conf IEEE Eng Med Biol Soc
; 2021: 3596-3600, 2021 11.
Artigo
em Inglês
| MEDLINE | ID: mdl-34892016
14.
20-fold Accelerated 7T fMRI Using Referenceless Self-Supervised Deep Learning Reconstruction.
Annu Int Conf IEEE Eng Med Biol Soc
; 2021: 3765-3769, 2021 11.
Artigo
em Inglês
| MEDLINE | ID: mdl-34892055
15.
High-Fidelity Accelerated MRI Reconstruction by Scan-Specific Fine-Tuning of Physics-Based Neural Networks.
Annu Int Conf IEEE Eng Med Biol Soc
; 2020: 1481-1484, 2020 07.
Artigo
em Inglês
| MEDLINE | ID: mdl-33018271
16.
Dense Recurrent Neural Networks for Accelerated MRI: History-Cognizant Unrolling of Optimization Algorithms.
IEEE J Sel Top Signal Process
; 14(6): 1280-1291, 2020 Oct.
Artigo
em Inglês
| MEDLINE | ID: mdl-33747334
17.
Low-Rank Tensor Models for Improved Multi-Dimensional MRI: Application to Dynamic Cardiac T 1 Mapping.
IEEE Trans Comput Imaging
; 6: 194-207, 2019.
Artigo
em Inglês
| MEDLINE | ID: mdl-32206691
18.
Locally Low-Rank Tensor Regularization for High-Resolution Quantitative Dynamic MRI.
Int Workshop Comput Adv Multisens Adapt Process
; 20172017 Dec.
Artigo
em Inglês
| MEDLINE | ID: mdl-31893283