Melissa Zavaglia

Ground-truth validation of uni- and multivariate lesion inference approaches

This study compares univariate and multivariate lesion inference methods using patient data, finding multivariate approaches more accurate and less prone to mis-inference.

Discrimination of the hierarchical structure of cortical layers in 2-photon microscopy data by combined unsupervised and supervised machine learning

This paper develops a combined unsupervised and supervised machine learning approach to automatically classify cortical layers in 2-photon microscopy data without manual labeling.