Aurélie Pahud de Mortanges

According to our database, Aurélie Pahud de Mortanges authored at least 5 papers in 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Orchestrating explainable artificial intelligence for multimodal and longitudinal data in medical imaging.

Aurélie Pahud de Mortanges, Haozhe Luo, Shelley Zixin Shu, Amith Kamath, Yannick Suter, Mohamed Shelan, Alexander Poellinger, Mauricio Reyes

npj Digit. Medicine, 2024

DWARF: Disease-weighted network for attention map refinement.

Haozhe Luo, Aurélie Pahud de Mortanges, Oana Inel, Abraham Bernstein, Mauricio Reyes

CoRR, 2024

Prior knowledge-guided vision-transformer-based unsupervised domain adaptation for intubation prediction in lung disease at one week.

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

Comput. Medical Imaging Graph., 2024

INFORMER- Interpretability Founded Monitoring of Medical Image Deep Learning Models.

Shelley Zixin Shu, Aurélie Pahud de Mortanges, Alexander Poellinger, Dwarikanath Mahapatra, Mauricio Reyes

Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, 2024

DWARF: Disease-Weighted Network for Attention Map Refinement.

Haozhe Luo, Aurélie Pahud de Mortanges, Oana Inel, Mauricio Reyes

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 Workshops, 2024