Brennan Nichyporuk

Metrics reloaded: Recommendations for image analysis validation

Lena Maier‐Hein, Annika Reinke, Patrick Godau et al. · Edinburgh Research Explorer (University of Edinburgh) · 2022 · 62 citations · Full text

Metrics Reloaded, Multiple Instance Learning, Engineering +21

Accounting for Variance in Machine Learning Benchmarks

Xavier Bouthillier, Pierre Delaunay, Mirko Bronzi et al. · arXiv (Cornell University) · 2021 · 40 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

Estimating individual treatment effect on disability progression in multiple sclerosis using deep learning

Jean-Pierre Falet, Joshua Durso-Finley, Brennan Nichyporuk et al. · Nature Communications · 2022 · 30 citations · Full text

Hyperfusion: A hypernetwork approach to multimodal integration of tabular and medical imaging data for predictive modeling

Daniel Duenias, Brennan Nichyporuk, Tal Arbel et al. · Medical Image Analysis · 2025 · 22 citations · Full text

Understanding metric-related pitfalls in image analysis validation

Annika Reinke, Minu D. Tizabi, Michael Baumgartner et al. · arXiv (Cornell University) · 2023 · 20 citations · Full text