Elton H. Matsushima

According to our database, Elton H. Matsushima authored at least 6 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

The Topics of Depression on Social Networking Sites.

Paulo Mann, Matheus Yasuo Ribeiro Utino, Elton H. Matsushima, Aline Paes

J. Braz. Comput. Soc., 2025

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

Synthetic Data for Mental Health: A Comparative Analysis of LLMs, BERT, and Copy-Based Augmentation.

Matheus Yasuo Ribeiro Utino, Elton H. Matsushima, Aline Paes, Paulo Mann

Proceedings of the Intelligent Systems - 35th Brazilian Conference, 2025

2022

Detecting Depression from Social Media Data as a Multiple-Instance Learning Task.

Paulo Mann, Elton H. Matsushima, Aline Paes

Proceedings of the 10th International Conference on Affective Computing and Intelligent Interaction, 2022

2021

Screening for Depressed Individuals by Using Multimodal Social Media Data.

Paulo Mann, Aline Paes, Elton H. Matsushima

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

See and Read: Detecting Depression Symptoms in Higher Education Students Using Multimodal Social Media Data.

Paulo Mann, Aline Paes, Elton H. Matsushima

Proceedings of the Fourteenth International AAAI Conference on Web and Social Media, 2020