3 papers
cs.CL2026
InsightFlow: LLM-Driven Synthesis of Patient Narratives for Mental Health into Causal Models
Shreya Gupta, Prottay Kumar Adhikary, Bhavyaa Dave +3
Clinical case formulation organizes patient symptoms and psychosocial factors into causal models, often using the 5P framework. However, constructing such graphs from therapy trans…
cs.CL2026
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…
cs.CL2025
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.…