Brennan Nichyporuk
Mila - Quebec Artificial Intelligence Institute(CA)McGill University(CA)
Publications by Year
Research Areas
Radiomics and Machine Learning in Medical Imaging, AI in cancer detection, Artificial Intelligence in Healthcare and Education, Explainable Artificial Intelligence (XAI), Brain Tumor Detection and Classification
Most-Cited Works
- → Metrics reloaded: recommendations for image analysis validation(2024)351 cited
- → Understanding metric-related pitfalls in image analysis validation(2024)156 cited
- → Accounting for Variance in Machine Learning Benchmarks(2021)40 cited
- → Estimating individual treatment effect on disability progression in multiple sclerosis using deep learning(2022)31 cited
- → Hyperfusion: A hypernetwork approach to multimodal integration of tabular and medical imaging data for predictive modeling(2025)22 cited
- → Debiasing Counterfactuals in the Presence of Spurious Correlations(2023)10 cited
- → Counterfactual Image Synthesis for Discovery of Personalized Predictive Image Markers(2022)10 cited
- → Rethinking Generalization: The Impact of Annotation Style on Medical Image Segmentation(2022)9 cited