Detalhe da pesquisa
1.
Predictive uncertainty in deep learning-based MR image reconstruction using deep ensembles: Evaluation on the fastMRI data set.
Magn Reson Med
; 92(1): 289-302, 2024 Jul.
Artigo
em Inglês
| MEDLINE | ID: mdl-38282254
2.
An Empirical Approach to Derive Water T1 from Multiparametric MR Images Using an Automated Pipeline and Comparison With Liver Stiffness.
J Magn Reson Imaging
; 59(4): 1193-1203, 2024 Apr.
Artigo
em Inglês
| MEDLINE | ID: mdl-37530755
3.
Free-breathing Arterial Spin Labeling MRI for the Detection of Pulmonary Embolism.
Radiology
; 307(3): e221998, 2023 05.
Artigo
em Inglês
| MEDLINE | ID: mdl-36809218
4.
Identification of radiomic biomarkers in a set of four skeletal muscle groups on Dixon MRI of the NAKO MR study.
BMC Med Imaging
; 23(1): 104, 2023 08 08.
Artigo
em Inglês
| MEDLINE | ID: mdl-37553619
5.
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
6.
Deep-learning based super-resolution for 3D isotropic coronary MR angiography in less than a minute.
Magn Reson Med
; 86(5): 2837-2852, 2021 11.
Artigo
em Inglês
| MEDLINE | ID: mdl-34240753
7.
Complementary time-frequency domain networks for dynamic parallel MR image reconstruction.
Magn Reson Med
; 86(6): 3274-3291, 2021 12.
Artigo
em Inglês
| MEDLINE | ID: mdl-34254355
8.
Fully self-gated free-running 3D Cartesian cardiac CINE with isotropic whole-heart coverage in less than 2 min.
NMR Biomed
; 34(1): e4409, 2021 01.
Artigo
em Inglês
| MEDLINE | ID: mdl-32974984
9.
Isotropic 3D Cartesian single breath-hold CINE MRI with multi-bin patch-based low-rank reconstruction.
Magn Reson Med
; 84(4): 2018-2033, 2020 10.
Artigo
em Inglês
| MEDLINE | ID: mdl-32250492
10.
Imaging Pulmonary Blood Flow Using Pseudocontinuous Arterial Spin Labeling (PCASL) With Balanced Steady-State Free-Precession (bSSFP) Readout at 1.5T.
J Magn Reson Imaging
; 52(6): 1767-1782, 2020 12.
Artigo
em Inglês
| MEDLINE | ID: mdl-32627293
11.
3D Cartesian fast interrupted steady-state (FISS) imaging.
Magn Reson Med
; 82(5): 1617-1630, 2019 11.
Artigo
em Inglês
| MEDLINE | ID: mdl-31197881
12.
Retrospective correction of motion-affected MR images using deep learning frameworks.
Magn Reson Med
; 82(4): 1527-1540, 2019 10.
Artigo
em Inglês
| MEDLINE | ID: mdl-31081955
13.
Independent brain 18F-FDG PET attenuation correction using a deep learning approach with Generative Adversarial Networks.
Hell J Nucl Med
; 22(3): 179-186, 2019.
Artigo
em Inglês
| MEDLINE | ID: mdl-31587027
14.
Automated reference-free detection of motion artifacts in magnetic resonance images.
MAGMA
; 31(2): 243-256, 2018 Apr.
Artigo
em Inglês
| MEDLINE | ID: mdl-28932991
15.
Self-navigated 4D cartesian imaging of periodic motion in the body trunk using partial k-space compressed sensing.
Magn Reson Med
; 78(2): 632-644, 2017 08.
Artigo
em Inglês
| MEDLINE | ID: mdl-27667730
16.
Combined unsupervised-supervised classification of multiparametric PET/MRI data: application to prostate cancer.
NMR Biomed
; 28(7): 914-22, 2015 Jul.
Artigo
em Inglês
| MEDLINE | ID: mdl-26014883
17.
Reconstruction-driven motion estimation for motion-compensated MR CINE imaging.
IEEE Trans Med Imaging
; PP2024 Feb 14.
Artigo
em Inglês
| MEDLINE | ID: mdl-38354077
18.
Fully automated contrast selection of joint bright- and black-blood late gadolinium enhancement imaging for robust myocardial scar assessment.
Magn Reson Imaging
; 109: 256-263, 2024 Jun.
Artigo
em Inglês
| MEDLINE | ID: mdl-38522623
19.
Multiparametric Oncologic Hybrid Imaging: Machine Learning Challenges and Opportunities.
Nuklearmedizin
; 62(5): 306-313, 2023 Oct.
Artigo
em Inglês
| MEDLINE | ID: mdl-37802058
20.
Deep learning-based age estimation from clinical Computed Tomography image data of the thorax and abdomen in the adult population.
PLoS One
; 18(11): e0292993, 2023.
Artigo
em Inglês
| MEDLINE | ID: mdl-37934735