Aisha Abdalla Alansari, Muhammad Adnan Khan, Saif Jasim Almheiri, Arselan Ashraf, Sheikh Tahir Bakhsh and Muhammad Amir Khan 2026. A Federated Learning Model for Privacy-Preserving and Personalized Mental Health Monitoring using Big Data Analytics. Journal of Computing & Biomedical Informatics. 11, 02 (Sep. 2026). DOI:https://doi.org/10.56979/1102/2026/1481.