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2020 – today
- 2024
[j6]Junlin Yang
, John Anderson Garcia Henao, Nicha C. Dvornek, Jianchun He, Danielle V. Bower, Arno Depotter, Herkus Bajercius, Aurélie Pahud de Mortanges, Chenyu You, Christopher Gange, Roberta Eufrasia Ledda, Mario Silva, Charles S. Dela Cruz, Wolf Hautz, Harald M. Bonel, Mauricio Reyes, Lawrence H. Staib, Alexander Poellinger, James S. Duncan:
Prior knowledge-guided vision-transformer-based unsupervised domain adaptation for intubation prediction in lung disease at one week. Comput. Medical Imaging Graph. 118: 102442 (2024)- [j5]Aurélie Pahud de Mortanges, Haozhe Luo, Shelley Zixin Shu, Amith Kamath, Yannick Suter, Mohamed Shelan, Alexander Poellinger, Mauricio Reyes:
Orchestrating explainable artificial intelligence for multimodal and longitudinal data in medical imaging. npj Digit. Medicine 7(1) (2024) - [c3]Shelley Zixin Shu, Aurélie Pahud de Mortanges, Alexander Poellinger, Dwarikanath Mahapatra, Mauricio Reyes:
INFORMER- Interpretability Founded Monitoring of Medical Image Deep Learning Models. UNSURE@MICCAI 2024: 215-224 - 2023
- [j4]Dwarikanath Mahapatra, Alexander Poellinger, Mauricio Reyes:
Graph Node Based Interpretability Guided Sample Selection for Active Learning. IEEE Trans. Medical Imaging 42(3): 661-673 (2023) - 2022
- [j3]Dwarikanath Mahapatra, Alexander Poellinger, Mauricio Reyes:
Interpretability-Guided Inductive Bias For Deep Learning Based Medical Image. Medical Image Anal. 81: 102551 (2022) - 2021
- [j2]Dwarikanath Mahapatra, Alexander Pollinger, Ling Shao, Mauricio Reyes:
Interpretability-Driven Sample Selection Using Self Supervised Learning for Disease Classification and Segmentation. IEEE Trans. Medical Imaging 40(10): 2548-2562 (2021) - 2020
- [c2]Wilson Silva, Alexander Pollinger, Jaime S. Cardoso, Mauricio Reyes:
Interpretability-Guided Content-Based Medical Image Retrieval. MICCAI (1) 2020: 305-314
2010 – 2019
- 2019
- [j1]Behzad Bozorgtabar, Dwarikanath Mahapatra, Hendrik von Teng, Alexander Pollinger, Lukas Ebner, Jean-Philippe Thiran, Mauricio Reyes:
Informative sample generation using class aware generative adversarial networks for classification of chest Xrays. Comput. Vis. Image Underst. 184: 57-65 (2019) - [i1]Behzad Bozorgtabar, Dwarikanath Mahapatra, Hendrik von Teng, Alexander Pollinger, Lukas Ebner, Jean-Philippe Thiran, Mauricio Reyes:
Informative sample generation using class aware generative adversarial networks for classification of chest Xrays. CoRR abs/1904.10781 (2019) - 2018
- [c1]Sebastian Zwickl-Bernhard, Johannes Steiner, Alexander Pollinger, Gerald Artner:
Carbon-Fiber Reinforced Antenna Cavity Hidden in the Monocoque of a Racing Car. PIMRC 2018: 1126-1127
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