NeuroscienceNeurons Behavior Data analysis and TheoryPeer-reviewed
Data Augmentation Through Monte Carlo Arithmetic Leads to More Generalizable Classification in Connectomics
Gregory Kiar, Yohan Chatelain, Ali Salari…·Tristan Glatard
The paper uses Monte Carlo Arithmetic to perturb structural connectome pipelines, creating augmented datasets that improve age classification performance across multiple classifiers and preprocessing strategies.