Prediction of Relapse in Adolescent Depression using Fusion of Video and Speech Data (short paper). - Christopher Lucasius; Mai Ali; Deepa Kundur; Marco Battaglia; Peter Szatmari; John Strauss (ML4CMH@AAAI, 2024)

Biomimetic Deep Learning Networks With Applications to Epileptic Spasms and Seizure Prediction. - Christopher Lucasius; Vasily Grigorovsky; Hiroki Nariai; Aristea S. Galanopoulou; Jonathan Gursky; Solomon L. Moshé; Berj L. Bardakjian (IEEE Trans. Biomed. Eng., 2024)

Speech as a Multimodal Digital Phenotype for Multi-Task LLM-based Mental Health Prediction. - Mai Ali; Christopher Lucasius; Tanmay P. Patel; Madison Aitken; Jacob Vorstman; Peter Szatmari; Marco Battaglia; Deepa Kundur (CoRR, 2025)