A Gradient-based Approach for Explaining Multimodal Deep Learning Classifiers. - Charles A. Ellis; Rongen Zhang; Vince D. Calhoun; Darwin A. Carbajal; Robyn L. Miller; May D. Wang (BIBE, 2021)

A Novel Local Ablation Approach for Explaining Multimodal Classifiers. - Charles A. Ellis; Rongen Zhang; Vince D. Calhoun; Darwin A. Carbajal; Mohammad S. Eslampanah Sendi; May D. Wang; Robyn L. Miller (BIBE, 2021)

Explainable Sleep Stage Classification with Multimodal Electrophysiology Time-series*. - Charles A. Ellis; Rongen Zhang; Darwin A. Carbajal; Robyn L. Miller; Vince D. Calhoun; May D. Wang (EMBC, 2021)

Novel methods for elucidating modality importance in multimodal electrophysiology classifiers. - Charles A. Ellis; Mohammad S. Eslampanah Sendi; Rongen Zhang; Darwin A. Carbajal; May D. Wang; Robyn L. Miller; Vince D. Calhoun (Frontiers Neuroinformatics, 2023)