Saliency Based Deep Neural Network for Automatic Detection of Gadolinium-Enhancing Multiple Sclerosis Lesions in Brain MRI. - Joshua Durso-Finley; Douglas L. Arnold; Tal Arbel (BrainLes@MICCAI (1), 2019)

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)

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)

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)