Big data in psychology: Using word embeddings to study theory-of-mind. - Michel Généreux; Bryor Snefjella; Marta Maslej (IEEE BigData, 2017)

Transfer Learning for Depression: Early Detection and Severity Prediction from Social Media Postings. - Pegah Abed-Esfahani; Derek Howard; Marta Maslej; Sejal Patel; Vamika Mann; Sarah Goegan; Leon French (CLEF (Working Notes), 2019)

Transfer Learning for Risk Classification of Social Media Posts: Model Evaluation Study. - Derek Howard; Marta Maslej; Justin Lee; Jacob Ritchie; Geoffrey Woollard; Leon French (CoRR, 2019)

Race and Racialization in Mental Health Research and Implications for Developing and Evaluating Machine Learning Models: A Rapid Review. - Marta M. Maslej; Nelson Shen; Iman Kassam; Terri Rodak; Laura Sikstrom (MedInfo, 2021)

A Fully Generative Motivational Interviewing Counsellor Chatbot for Moving Smokers Towards the Decision to Quit. - Zafarullah Mahmood; Soliman Ali; Jiading Zhu; Mohamed Abdelwahab; Michelle Yu Collins; Sihan Chen; Yi Cheng Zhao; Jodi Wolff; Osnat C. Melamed; Nadia Minian; Marta Maslej; Carolynne Cooper; et al. (ACL (Findings), 2025)

The BrainHealth Databank: a systems approach to data-driven mental health care and research. - Jose Arturo Santisteban; David J. Rotenberg; Stefan Kloiber; Marta M. Maslej; Adeel Ansari; Bahar Amani; Darren Courtney; Farhat Farrokhi; Natalie Freeman; Masooma Hassan; Lucia Kwan; Mindaugas Mozuraitis; et al. (Frontiers Neuroinformatics, 2025)