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1.
Development and Validation of a Novel Computed-Tomography Enterography Radiomic Approach for Characterization of Intestinal Fibrosis in Crohn's Disease.
Gastroenterology
; 160(7): 2303-2316.e11, 2021 06.
Artículo
en Inglés
| MEDLINE | ID: mdl-33609503
2.
Intestinal fibrosis classification in patients with Crohn's disease using CT enterography-based deep learning: comparisons with radiomics and radiologists.
Eur Radiol
; 32(12): 8692-8705, 2022 Dec.
Artículo
en Inglés
| MEDLINE | ID: mdl-35616733
3.
Improving Tumor Classification by Reusing Self-predicted Segmentation of Medical Images as Guiding Knowledge.
IEEE J Biomed Health Inform
; PP2023 Jul 06.
Artículo
en Inglés
| MEDLINE | ID: mdl-37410638
4.
CT-based radiomics signature of visceral adipose tissue for prediction of disease progression in patients with Crohn's disease: A multicentre cohort study.
EClinicalMedicine
; 56: 101805, 2023 Feb.
Artículo
en Inglés
| MEDLINE | ID: mdl-36618894
5.
Domain Adaptation Meets Zero-Shot Learning: An Annotation-Efficient Approach to Multi-Modality Medical Image Segmentation.
IEEE Trans Med Imaging
; 41(5): 1043-1056, 2022 05.
Artículo
en Inglés
| MEDLINE | ID: mdl-34843432
6.
Automatic quantification of retinal photoreceptor integrity to predict persistent disease activity in neovascular age-related macular degeneration using deep learning.
Front Neurosci
; 16: 952735, 2022.
Artículo
en Inglés
| MEDLINE | ID: mdl-36061600
7.
Accurate and Feasible Deep Learning Based Semi-Automatic Segmentation in CT for Radiomics Analysis in Pancreatic Neuroendocrine Neoplasms.
IEEE J Biomed Health Inform
; 25(9): 3498-3506, 2021 09.
Artículo
en Inglés
| MEDLINE | ID: mdl-33798088
8.
Deep Semantic Segmentation Feature-Based Radiomics for the Classification Tasks in Medical Image Analysis.
IEEE J Biomed Health Inform
; 25(7): 2655-2664, 2021 07.
Artículo
en Inglés
| MEDLINE | ID: mdl-33290235
9.
Uncertainty-aware domain alignment for anatomical structure segmentation.
Med Image Anal
; 64: 101732, 2020 08.
Artículo
en Inglés
| MEDLINE | ID: mdl-32580058
10.
AGE challenge: Angle Closure Glaucoma Evaluation in Anterior Segment Optical Coherence Tomography.
Med Image Anal
; 66: 101798, 2020 12.
Artículo
en Inglés
| MEDLINE | ID: mdl-32896781
11.
Fully Automated Segmentation of Lower Extremity Deep Vein Thrombosis Using Convolutional Neural Network.
Biomed Res Int
; 2019: 3401683, 2019.
Artículo
en Inglés
| MEDLINE | ID: mdl-31281832
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