Open Access

REVIEW

A Comprehensive Survey on Federated Learning Applications in Computational Mental Healthcare

Vajratiya Vajrobol¹, Geetika Jain Saxena², Amit Pundir², Sanjeev Singh¹, Akshat Gaurav³, Savi Bansal^4,5, Razaz Waheeb Attar⁶, Mosiur Rahman⁷, Brij B. Gupta^7,8,9,*

1 Institute of Informatics and Communication, University of Delhi, Delhi, 110021, India
2 Maharaja Agrasen College, University of Delhi, Delhi, 110096, India
3 Computer Engineering, Ronin Institute, Montclair, NJ 07043, USA
4 Department of Research and Innovation, Insights2Techinfo, Jaipur, 302001, India
5 University Centre for Research and Development (UCRD), Chandigarh University, Chandigarh, 140413, India
6 Management Department, College of Business Administration, Princess Nourah bint Abdulrahman University, Riyadh, 11671, Saudi Arabia
7 CCRI & Department of Computer Science and Information Engineering, Asia University, Taichung, 413, Taiwan
8 Symbiosis Centre for Information Technology (SCIT), Symbiosis International University, Pune, 411057, India
9 Center for Interdisciplinary Research, University of Petroleum and Energy Studies (UPES), Dehradun, 248007, India

* Corresponding Author: Brij B. Gupta. Email: