Nichyporuk, Brennan

3 publications

MIDL 2025 Conditional Diffusion Models Are Medical Image Classifiers That Provide Explainability and Uncertainty for Free Gian Mario Favero, Parham Saremi, Emily Kaczmarek, Brennan Nichyporuk, Tal Arbel

MIDL 2024 DeCoDEx: Confounder Detector Guidance for Improved Diffusion-Based Counterfactual Explanations Nima Fathi, Amar Kumar, Brennan Nichyporuk, Mohammad Havaei, Tal Arbel

MIDL 2023 Personalized Prediction of Future Lesion Activity and Treatment Effect in Multiple Sclerosis from Baseline MRI Joshua Durso-Finley, Jean-Pierre Falet, Brennan Nichyporuk, Arnold Douglas, Tal Arbel