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 | 135 | 2020 |
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 | 21 | 2022 |
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 | 21 | 2019 |
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 | 11 | 2020 |
Semi-supervised classification of chest radiographs EHP Pooch, P Ballester, RC Barros Interpretable and Annotation-Efficient Learning for Medical Image Computing …, 2020 | 5 | 2020 |
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 | 3 | 2020 |
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 | 3 | 2019 |
aquasaúde: A mobile application for educational training on prevention of shrimp pathogen‐associated diseases. EHP Pooch, SC Cazella, A Sanchez‐Paz, MH Fermino, KCT de Brito, ... Aquaculture Research 49 (7), 2018 | 3 | 2018 |
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 | 1 | 2020 |
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 |