34 citations · 45 across the 8 of their papers we have counts for
8 papers
SocialPulse: On-Device Detection of Social Interactions in Naturalistic Settings Using Smartwatch Sensing
Md Sabbir Ahmed, Kaitlyn Dorothy Petz, Noah French +6
Social interactions are fundamental to well-being, yet automatically detecting them in daily life-particularly using wearables-remains underexplored. Most existing systems are eval…
WatchAnxiety: A Transfer Learning Approach for State Anxiety Prediction from Smartwatch Data
Md Sabbir Ahmed, Noah French, Mark Rucker +6
Social anxiety is a common mental health condition linked to significant challenges in academic, social, and occupational functioning. A core feature is elevated momentary (state)…
Understanding State Social Anxiety in Virtual Social Interactions using Multimodal Wearable Sensing Indicators
Maria A. Larrazabal, Zhiyuan Wang, Mark Rucker +4
Mobile sensing is ubiquitous and offers opportunities to gain insight into state mental health functioning. Detecting state elevations in social anxiety would be especially useful…
AudioInsight: Detecting Social Contexts Relevant to Social Anxiety from Speech
Varun Reddy, Zhiyuan Wang, Emma Toner +4
During social interactions, understanding the intricacies of the context can be vital, particularly for socially anxious individuals. While previous research has found that the pre…
Personalized State Anxiety Detection: An Empirical Study with Linguistic Biomarkers and A Machine Learning Pipeline
Zhiyuan Wang, Mingyue Tang, Maria A. Larrazabal +6
Individuals high in social anxiety symptoms often exhibit elevated state anxiety in social situations. Research has shown it is possible to detect state anxiety by leveraging digit…
Wearable Sensor-based Multimodal Physiological Responses of Socially Anxious Individuals across Social Contexts
Emma R. Toner, Mark Rucker, Zhiyuan Wang +8
Correctly identifying an individual's social context from passively worn sensors holds promise for delivering just-in-time adaptive interventions (JITAIs) to treat social anxiety d…