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Pedro Vianna
Pedro Vianna
PhD Student, Researcher - Université de Montréal
Verified email at umontreal.ca - Homepage
Title
Cited by
Cited by
Year
U-Net and SegNet performances on lesion segmentation of breast ultrasonography images
P Vianna, R Farias, WC de Albuquerque Pereira
Research on Biomedical Engineering 37, 171-179, 2021
212021
Comparison of radiologists and deep learning for US grading of hepatic steatosis
P Vianna, SI Calce, P Boustros, C Larocque-Rigney, L Patry-Beaudoin, ...
Radiology 309 (1), e230659, 2023
72023
Performance of the SegNet in the segmentation of breast ultrasound lesions
PO Vianna, R Farias, WCA Pereira
2021 Global Medical Engineering Physics Exchanges/Pan American Health Care …, 2021
62021
Simulating federated learning for steatosis detection using ultrasound images
Y Qi, P Vianna, A Cadrin-Chênevert, K Blanchet, E Montagnon, ...
Scientific Reports 14 (1), 13253, 2024
12024
Channel-Selective Normalization for Label-Shift Robust Test-Time Adaptation
P Vianna, M Chaudhary, P Mehrbod, A Tang, G Cloutier, G Wolf, ...
arXiv preprint arXiv:2402.04958, 2024
12024
Channel selection for test-time adaptation under distribution shift
P Vianna, MS Chaudhary, A Tang, G Cloutier, G Wolf, M Eickenberg, ...
NeurIPS 2023 Workshop on Distribution Shifts: New Frontiers with Foundation …, 2023
12023
Generalization of deep learning models for hepatic steatosis grading using B-mode ultrasound images
P Vianna, Y Qi, M Chassé, G Wolf, E Belilovsky, A Tang, G Cloutier
The Journal of the Acoustical Society of America 155 (3_Supplement), A51-A52, 2024
2024
Automated liver segmentation and steatosis grading using deep learning on B-mode ultrasound images
P Vianna, M Kulbay, P Boustros, SI Calce, C Larocque-Rigney, ...
2023 IEEE International Ultrasonics Symposium (IUS), 1-4, 2023
2023
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