Mapping the human auditory cortex using spectrotemporal receptive fields generated with magnetoencephalography. - Jean-Pierre R. Falet; Jonathan Côté; Veronica Tarka; Zaida Escila Martínez-Moreno; Patrice Voss; Etienne de Villers-Sidani (NeuroImage, 2021)

Counterfactual Image Synthesis for Discovery of Personalized Predictive Image Markers. - Amar Kumar; Anjun Hu; Brennan Nichyporuk; Jean-Pierre R. Falet; Douglas L. Arnold; Sotirios A. Tsaftaris; Tal Arbel (AIIIMA/MIABID@MICCAI, 2022)

Personalized Prediction of Future Lesion Activity and Treatment Effect in Multiple Sclerosis from Baseline MRI. - Joshua Durso-Finley; Jean-Pierre R. Falet; Brennan Nichyporuk; Douglas L. Arnold; Tal Arbel (MIDL, 2022)

Rethinking Generalization: The Impact of Annotation Style on Medical Image Segmentation. - Brennan Nichyporuk; Jillian Cardinell; Justin Szeto; Raghav Mehta; Jean-Pierre R. Falet; Douglas L. Arnold; Sotirios A. Tsaftaris; Tal Arbel (CoRR, 2022)

Clinically Plausible Pathology-Anatomy Disentanglement in Patient Brain MRI with Structured Variational Priors. - Anjun Hu; Jean-Pierre R. Falet; Brennan S. Nichyporuk; Changjian Shui; Douglas L. Arnold; Sotirios A. Tsaftaris; Tal Arbel (CoRR, 2022)

Debiasing Counterfactuals in the Presence of Spurious Correlations. - Amar Kumar; Nima Fathi; Raghav Mehta; Brennan Nichyporuk; Jean-Pierre R. Falet; Sotirios A. Tsaftaris; Tal Arbel (CLIP/FAIMI/EPIMI@MICCAI, 2023)

Improving Image-Based Precision Medicine with Uncertainty-Aware Causal Models. - Joshua Durso-Finley; Jean-Pierre R. Falet; Raghav Mehta; Douglas L. Arnold; Nick Pawlowski; Tal Arbel (MICCAI (5), 2023)

Delta-AI: Local objectives for amortized inference in sparse graphical models. - Jean-Pierre R. Falet; Hae Beom Lee; Nikolay Malkin; Chen Sun 007; Dragos Secrieru; Dinghuai Zhang; Guillaume Lajoie; Yoshua Bengio (ICLR, 2024)

Probabilistic Temporal Prediction of Continuous Disease Trajectories and Treatment Effects Using Neural SDEs. - Joshua Durso-Finley; Berardino Barile; Jean-Pierre R. Falet; Douglas L. Arnold; Nick Pawlowski; Tal Arbel (MICCAI (3), 2024)

The role of AI for MRI-analysis in multiple sclerosis - A brief overview. - Jean-Pierre R. Falet; Steven Nobile; Aliya Szpindel; Berardino Barile; Amar Kumar; Joshua Durso-Finley; Tal Arbel; Douglas L. Arnold (Frontiers Artif. Intell., 2025)

Search-Based Correction of Reasoning Chains for Language Models. - Minsu Kim 004; Jean-Pierre R. Falet; Oliver E. Richardson; Xiaoyin Chen; Moksh Jain; Sungjin Ahn; Sungsoo Ahn; Yoshua Bengio (CoRR, 2025)