Joshua Durso-Finley

Mila - Quebec Artificial Intelligence Institute — Canada

Medicine · Health Sciences

4h-index50citations11works2.02yr avg
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Research Topics

Multiple Sclerosis Research Studies(3), Radiomics and Machine Learning in Medical Imaging(3), Rheumatoid Arthritis Research and Therapies(2), Health Systems, Economic Evaluations, Quality of Life(2), Statistical Methods in Clinical Trials(2)

Publications11 total

The role of AI for MRI-analysis in multiple sclerosis—A brief overview
Frontiers in Artificial Intelligence·2025· 4 citedOpen Access
Probabilistic Temporal Prediction of Continuous Disease Trajectories and Treatment Effects Using Neural SDEs
arXiv (Cornell University)·2024· 1 citedOpen Access
Probabilistic Temporal Prediction of Continuous Disease Trajectories and Treatment Effects Using Neural SDEs
Lecture notes in computer science·2024· 1 cited
Current AI applications in neurology: Brain imaging
Journal of the Neurological Sciences·2023
Improving Image-Based Precision Medicine with Uncertainty-Aware Causal Models
arXiv (Cornell University)·2023· 1 citedOpen Access
Improving Image-Based Precision Medicine with Uncertainty-Aware Causal Models
Lecture notes in computer science·2023· 4 cited
Estimating individual treatment effect on disability progression in multiple sclerosis using deep learning
Nature Communications·2022· 31 citedOpen Access
Deep Learning Prediction of Response to Disease Modifying Therapy in Primary Progressive Multiple Sclerosis (P1-1.Virtual)
Neurology·2022
Personalized Prediction of Future Lesion Activity and Treatment Effect in Multiple Sclerosis from Baseline MRI
arXiv (Cornell University)·2022· 2 citedOpen Access
Estimating treatment effect for individuals with progressive multiple sclerosis using deep learning
2021· 1 citedOpen Access
Saliency Based Deep Neural Network for Automatic Detection of Gadolinium-Enhancing Multiple Sclerosis Lesions in Brain MRI
Lecture notes in computer science·2020· 5 cited

Frequent Co-authors

Tal Arbel(11), Douglas L. Arnold(11), Jean-Pierre Falet(10), Nick Pawlowski(5), Brennan Nichyporuk(4), Julien Schroeter(3), Francesca Bovis(3), Maria Pia Sormani(3), Doina Precup(3), Raghav Mehta(3), Berardino Barile(3), Steven Nobile(1), Aliya Szpindel(1), Amar Kumar(1)