Very early detection of Autism Spectrum Disorders based on acoustic analysis of pre-verbal vocalizations of 18-month old toddlers. - João Felipe Santos; Nirit Brosh; Tiago H. Falk; Lonnie Zwaigenbaum; Susan E. Bryson; Wendy Roberts; Isabel M. Smith; Peter Szatmari; Jessica A. Brian (ICASSP, 2013)

Systematic comparisons of different quality control approaches applied to three large pediatric neuroimaging datasets. - Hajer Nakua; Colin Hawco; Natalie J. Forde; Michael Joseph; Maud Grillet; Delaney Johnson; Grace R. Jacobs; Sean L. Hill; Aristotle N. Voineskos; Anne L. Wheeler; Meng-Chuan Lai; Peter Szatmari; et al. (NeuroImage, 2023)

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)

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)