Detalhe da pesquisa
1.
A Dual-Channel Deep Learning Approach for Lung Cavity Estimation From Hyperpolarized Gas and Proton MRI.
J Magn Reson Imaging
; 57(6): 1878-1890, 2023 06.
Artigo
em Inglês
| MEDLINE | ID: mdl-36373828
2.
Implementable Deep Learning for Multi-sequence Proton MRI Lung Segmentation: A Multi-center, Multi-vendor, and Multi-disease Study.
J Magn Reson Imaging
; 58(4): 1030-1044, 2023 10.
Artigo
em Inglês
| MEDLINE | ID: mdl-36799341
3.
Explainable deep learning-based survival prediction for non-small cell lung cancer patients undergoing radical radiotherapy.
Radiother Oncol
; 193: 110084, 2024 Apr.
Artigo
em Inglês
| MEDLINE | ID: mdl-38244779
4.
A hybrid model- and deep learning-based framework for functional lung image synthesis from multi-inflation CT and hyperpolarized gas MRI.
Med Phys
; 50(9): 5657-5670, 2023 Sep.
Artigo
em Inglês
| MEDLINE | ID: mdl-36932692
5.
PhysVENeT: a physiologically-informed deep learning-based framework for the synthesis of 3D hyperpolarized gas MRI ventilation.
Sci Rep
; 13(1): 11273, 2023 07 12.
Artigo
em Inglês
| MEDLINE | ID: mdl-37438406
6.
Deep learning in structural and functional lung image analysis.
Br J Radiol
; 95(1132): 20201107, 2022 Apr 01.
Artigo
em Inglês
| MEDLINE | ID: mdl-33877878
7.
Large-scale investigation of deep learning approaches for ventilated lung segmentation using multi-nuclear hyperpolarized gas MRI.
Sci Rep
; 12(1): 10566, 2022 06 22.
Artigo
em Inglês
| MEDLINE | ID: mdl-35732795