See and Read: Detecting Depression Symptoms in Higher Education Students Using Multimodal Social Media Data. - Paulo Mann; Aline Paes; Elton H. Matsushima (ICWSM, 2020)

Screening for Depressed Individuals by Using Multimodal Social Media Data. - Paulo Mann; Aline Paes; Elton H. Matsushima (AAAI, 2021)

Detecting Depression from Social Media Data as a Multiple-Instance Learning Task. - Paulo Mann; Elton H. Matsushima; Aline Paes (ACII, 2022)

Mixture of Experts for Depression and Anxiety Disorder Prediction From Textual and Non-Textual Social Media Data. - Wesley Ramos dos Santos; Ivandré Paraboni; Elton H. Matsushima; Camila Azevedo Da Silva; Emily Samara De Moura Meira; João Victor Rodrigues Ferreira Guimarães; Julia Da Silva Lins; Laura Enham De Azeredo; Luiz Guilherme Cerqueira Nunes; Vittória Thiengo Silveira Moreira Rego (IEEE Access, 2025)