Douglas L. Arnold

2 papers · 2019–2024 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (2) 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (15) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Conferences

MICCAI (1) MIDL (1)

Top co-authors

Tal Arbel (2) Doina Precup (1) Jean-Pierre Falet (1) Joshua Durso-Finley (1) Berardino Barile (1) Adrian Tousignant (1) Paul Lemaître (1) Nick Pawlowski (1)

Keywords

magnetic resonance imaging (1) disease progression (1) convolutional neural network (1) uncertainty estimation (1) multiple sclerosis (1) monte carlo dropout (1)

Papers

Probabilistic Temporal Prediction of Continuous Disease Trajectories and Treatment Effects Using Neural SDEs MICCAI 2024

Prediction of Disease Progression in Multiple Sclerosis Patients using Deep Learning Analysis of MRI Data MIDL 2019