Interpretability of Machine Learning Methods Applied to Neuroimaging

no code implementations • 14 Apr 2022 • Elina Thibeau-Sutre, Sasha Collin, Ninon Burgos, Olivier Colliot

Here, we aim at providing answers to these questions by presenting the most common interpretability methods and metrics developed to assess their reliability, as well as their applications and benchmarks in the neuroimaging context.

BIG-bench Machine Learning