Representation learning for improved interpretability and classification accuracy of clinical factors from EEG. - Garrett Honke; Irina Higgins; Nina Thigpen; Vladimir Miskovic; Katie Link; Pramod Gupta; Julia Klawohn; Greg Hajcak (CoRR, 2020)

Representation learning for improved interpretability and classification accuracy of clinical factors from EEG. - Garrett Honke; Irina Higgins; Nina Thigpen; Vladimir Miskovic; Katie Link; Sunny Duan; Pramod Gupta; Julia Klawohn; Greg Hajcak (ICLR, 2021)

Accurate classification of depression through optimized machine learning models on high-dimensional noisy data. - Xingang Fang; Julia Klawohn; Alexander De Sabatino; Harsh Kundnani; Jonathan Ryan; Weikuan Yu; Greg Hajcak (Biomed. Signal Process. Control., 2022)