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Eduardo H. P. Pooch
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Can we trust deep learning based diagnosis? the impact of domain shift in chest radiograph classification
EHP Pooch, P Ballester, RC Barros
International Workshop on Thoracic Image Analysis, 74-83, 2020
1312020
Can we trust deep learning models diagnosis
EHP Pooch, PL Ballester, RC Barros
The impact of domain shift in chest radiograph classification. arXiv http …, 2019
212019
Efficient counterfactual debiasing for visual question answering
C Kolling, M More, N Gavenski, E Pooch, O Parraga, RC Barros
Proceedings of the IEEE/CVF winter conference on applications of computer …, 2022
182022
Attention-based 3D object reconstruction from a single image
A Salvi, N Gavenski, E Pooch, F Tasoniero, R Barros
2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020
102020
Semi-supervised classification of chest radiographs
EHP Pooch, P Ballester, RC Barros
Interpretable and Annotation-Efficient Learning for Medical Image Computing …, 2020
52020
A deep learning approach for pulmonary lesion identification in chest radiographs
EHP Pooch, TAP Alva, CDL Becker
Intelligent Systems: 9th Brazilian Conference, BRACIS 2020, Rio Grande …, 2020
32020
Help cateter: An application for mobile device about central venous catheters handling
AP Innocente, E Pooch, SC Cazella
Ambient Intelligence–Software and Applications–, 9th International Symposium …, 2019
32019
aquasaúde: A mobile application for educational training on prevention of shrimp pathogen‐associated diseases
EHP Pooch, A Sanchez‐Paz, MH Fermino, KCT de Brito, B de Brito, ...
Aquaculture Research 49 (7), 2597-2602, 2018
32018
A Computational Tool for Automated Detection of Genetic Syndrome Using Facial Images
EHP Pooch, TAP Alva, CDL Becker
Intelligent Systems: 9th Brazilian Conference, BRACIS 2020, Rio Grande …, 2020
12020
An automated deep learning pipeline for EMVI classification and response prediction of rectal cancer using baseline MRI: a multi-centre study
L Cai, DMJ Lambregts, GL Beets, M Mass, EHP Pooch, C Guérendel, ...
NPJ Precision Oncology 8 (1), 1-11, 2024
2024
Prostate cancer characterisation with out-of-the-box deep learning segmentation methods
EHP Pooch, R Beets-Tan, S Benson
Apex 80 (80.70), 66.30, 2022
2022
Efficient Counterfactual Debiasing for Visual Question Answering
CK dos Reis, MD Móre, NS Gavenski, EHP Pooch, O Parraga, RC Barros
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2022
2022
Pathology localization on chest radiographs with limited supervision via semi-supervised multiple instance learning
EHP Pooch
Pontifícia Universidade Católica do Rio Grande do Sul, 2021
2021
Can we trust deep learning models diagnosis? The impact of domain shift in chest radiograph classification
EHP Pooch, PL Ballester, RC Barros
arXiv preprint arXiv:1909.01940, 2019
2019
Can we trust deep learning models diagnosis? The impact of domain shift in chest radiograph classification
EHP Pooch, PL Ballester, RC Barros
arXiv preprint arXiv:1909.01940, 2019
2019
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