6 papers
Leveraging language models for summarizing mental state examinations: A comprehensive evaluation and dataset release
Nilesh Kumar Sahu, Manjeet Yadav, Mudita Chaturvedi +2
Mental health disorders affect a significant portion of the global population, with diagnoses primarily conducted through Mental State Examinations (MSEs). MSEs serve as structured…
Exploring Heart Rate Variability and Heart Rate Dynamics Using Wearables Before, During, and After Speech Activity: Insights from a Controlled Study in a Low-Middle-Income Country
Nilesh Kumar Sahu, Snehil Gupta, Haroon R. Lone
Conventional methods for diagnosing Social Anxiety Disorder (SAD), such as clinical interviews and self-reported questionnaires, often face accessibility barriers and subjective bi…
DySTAN: Joint Modeling of Sedentary Activity and Social Context from Smartphone Sensors
Aditya Sneh, Nilesh Kumar Sahu, Snehil Gupta +1
Accurately recognizing human context from smartphone sensor data remains a significant challenge, especially in sedentary settings where activities such as studying, attending lect…
Real-World Receptivity to Adaptive Mental Health Interventions: Findings from an In-the-Wild Study
Nilesh Kumar Sahu, Aditya Sneh, Snehil Gupta +1
The rise of mobile health (mHealth) technologies has enabled real-time monitoring and intervention for mental health conditions using passively sensed smartphone data. Building on…
Are Anxiety Detection Models Generalizable? A Cross-Activity and Cross-Population Study Using Wearables
Nilesh Kumar Sahu, Snehil Gupta, Haroon R Lone
Anxiety-provoking activities, such as public speaking, can trigger heightened anxiety responses in individuals with anxiety disorders. Recent research suggests that physiological s…
AnxietyFaceTrack: A Smartphone-Based Non-Intrusive Approach for Detecting Social Anxiety Using Facial Features
Nilesh Kumar Sahu, Snehil Gupta, Haroon R Lone
Social Anxiety Disorder (SAD) is a widespread mental health condition, yet its lack of objective markers hinders timely detection and intervention. While previous research has focu…