5 papers
Through BrokenEyes: How Eye Disorders Impact Face Detection?
Prottay Kumar Adhikary
Vision disorders significantly impact millions of lives, altering how visual information is processed and perceived. In this work, a computational framework was developed using the…
coTherapist: A Behavior-Aligned Small Language Model to Support Mental Healthcare Experts
Prottay Kumar Adhikary, Reena Rawat, Tanmoy Chakraborty
Access to mental healthcare is increasingly strained by workforce shortages and rising demand, motivating the development of intelligent systems that can support mental healthcare…
A Comprehensive Review of Datasets for Clinical Mental Health AI Systems
Aishik Mandal, Prottay Kumar Adhikary, Hiba Arnaout +2
Mental health disorders are rising worldwide. However, the availability of trained clinicians has not scaled proportionally, leaving many people without adequate or timely support.…
Exploring the Efficacy of Large Language Models in Summarizing Mental Health Counseling Sessions: A Benchmark Study
Prottay Kumar Adhikary, Aseem Srivastava, Shivani Kumar +7
Comprehensive summaries of sessions enable an effective continuity in mental health counseling, facilitating informed therapy planning. Yet, manual summarization presents a signifi…
TRAVID: An End-to-End Video Translation Framework
Prottay Kumar Adhikary, Bandaru Sugandhi, Subhojit Ghimire +2
In today's globalized world, effective communication with people from diverse linguistic backgrounds has become increasingly crucial. While traditional methods of language translat…