Brennan Nichyporuk
4 papers · 2021–2025 · 1 conference · across top CS/AI conferences
Achievements
Jump to papers ↓
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
MIDL (4)
Top co-authors
Keywords
magnetic resonance imaging
(2)
adversarial learning
(1)
domain adaptation
(1)
uncertainty quantification
(1)
knowledge distillation
(1)
medical image classification
(1)
deep neural network
(1)
treatment effect estimation
(1)
conditional average treatment effect
(1)
multiple sclerosis
(1)
neural network
(1)
conditional diffusion model
(1)
federated dataset
(1)
explainable classifier
(1)
image segmentation
(1)
majority voting scheme
(1)
Papers
Conditional Diffusion Models are Medical Image Classifiers that Provide Explainability and Uncertainty for Free
MIDL 2025
DeCoDEx: Confounder Detector Guidance for Improved Diffusion-based Counterfactual Explanations
MIDL 2024
Personalized Prediction of Future Lesion Activity and Treatment Effect in Multiple Sclerosis from Baseline MRI
MIDL 2022
HAD-Net: A Hierarchical Adversarial Knowledge Distillation Network for Improved Enhanced Tumour Segmentation Without Post-Contrast Images
MIDL 2021