DEMONS: an integrated framework for examining associations between physiology and self-reported affect tied to depressive symptoms. - Philip Chow; Wesley Bonelli; Yu Huang 015; Karl C. Fua; Bethany A. Teachman; Laura E. Barnes (UbiComp Adjunct, 2016)

Assessing social anxiety using gps trajectories and point-of-interest data. - Yu Huang 015; Haoyi Xiong; Kevin Leach; Yuyan Zhang; Philip Chow; Karl C. Fua; Bethany A. Teachman; Laura E. Barnes (UbiComp, 2016)

Monitoring social anxiety from mobility and communication patterns. - Mehdi Boukhechba; Yu Huang 015; Philip Chow; Karl C. Fua; Bethany A. Teachman; Laura E. Barnes (UbiComp/ISWC Adjunct, 2017)

Discovery of Behavioral Markers of Social Anxiety from Smartphone Sensor Data. - Yu Huang 015; Jiaqi Gong; Mark Rucker; Philip Chow; Karl C. Fua; Matthew S. Gerber; Bethany A. Teachman; Laura E. Barnes (DigitalBioMarker@MobiSys, 2017)

Cluster-based approach to improve affect recognition from passively sensed data. - Mawulolo K. Ameko; Lihua Cai; Mehdi Boukhechba; Alexander Daros; Philip I. Chow; Bethany A. Teachman; Matthew S. Gerber; Laura E. Barnes (BHI, 2018)

Physiological changes over the course of cognitive bias modification for social anxiety. - Mehdi Boukhechba; Jiaqi Gong; Kamran Kowsari; Mawulolo K. Ameko; Karl C. Fua; Philip I. Chow; Yu Huang 015; Bethany A. Teachman; Laura E. Barnes (BHI, 2018)

Identification of Imminent Suicide Risk Among Young Adults using Text Messages. - Alicia L. Nobles; Jeffrey J. Glenn; Kamran Kowsari; Bethany A. Teachman; Laura E. Barnes (CHI, 2018)

Contextual Analysis to Understand Compliance with Smartphone-based Ecological Momentary Assessment. - Mehdi Boukhechba; Lihua Cai; Philip I. Chow; Karl C. Fua; Matthew S. Gerber; Bethany A. Teachman; Laura E. Barnes (PervasiveHealth, 2018)

A Weakly Supervised Learning Framework for Detecting Social Anxiety and Depression. - Asif Salekin; Jeremy W. Eberle; Jeffrey J. Glenn; Bethany A. Teachman; John A. Stankovic (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018)

Understanding behavioral dynamics of social anxiety among college students through smartphone sensors. - Jiaqi Gong; Yu Huang 015; Philip I. Chow; Karl C. Fua; Matthew S. Gerber; Bethany A. Teachman; Laura E. Barnes (Inf. Fusion, 2019)

Offline Contextual Multi-armed Bandits for Mobile Health Interventions: A Case Study on Emotion Regulation. - Mawulolo K. Ameko; Miranda L. Beltzer; Lihua Cai; Mehdi Boukhechba; Bethany A. Teachman; Laura E. Barnes (RecSys, 2020)

Predicting Subjective Measures of Social Anxiety from Sparsely Collected Mobile Sensor Data. - Haroon Rashid; Sanjana Mendu; Katharine E. Daniel; Miranda L. Beltzer; Bethany A. Teachman; Mehdi Boukhechba; Laura E. Barnes (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020)

Understanding Privacy Risks versus Predictive Benefits in Wearable Sensor-Based Digital Phenotyping: A Quantitative Cost-Benefit Analysis. - Zhiyuan Wang 003; Mark Rucker; Emma R. Toner; Maria A. Larrazabal; Mehdi Boukhechba; Bethany A. Teachman; Laura E. Barnes (BSN, 2023)

Personalized State Anxiety Detection: An Empirical Study with Linguistic Biomarkers and A Machine Learning Pipeline. - Zhiyuan Wang 003; Mingyue Tang; Maria A. Larrazabal; Emma R. Toner; Mark Rucker; Congyu Wu; Bethany A. Teachman; Mehdi Boukhechba; Laura E. Barnes (EMBC, 2023)

Wearable Sensor-based Multimodal Physiological Responses of Socially Anxious Individuals across Social Contexts. - Emma R. Toner; Mark Rucker; Zhiyuan Wang 003; Maria A. Larrazabal; Lihua Cai; Debajyoti Datta; Elizabeth Thompson; Haroon Lone; Mehdi Boukhechba; Bethany A. Teachman; Laura E. Barnes (CoRR, 2023)

Detecting Social Contexts from Mobile Sensing Indicators in Virtual Interactions with Socially Anxious Individuals. - Zhiyuan Wang 003; Maria A. Larrazabal; Mark Rucker; Emma R. Toner; Katharine E. Daniel; Shashwat Kumar; Mehdi Boukhechba; Bethany A. Teachman; Laura E. Barnes (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2023)

AudioInsight: Detecting Social Contexts Relevant to Social Anxiety from Speech. - Varun Reddy; Zhiyuan Wang 003; Emma R. Toner; Maria A. Larrazabal; Mehdi Boukhechba; Bethany A. Teachman; Laura E. Barnes (ACII, 2024)

Understanding State Social Anxiety in Virtual Social Interactions Using Multimodal Wearable Sensing Indicators. - Maria A. Larrazabal; Zhiyuan Wang 003; Mark Rucker; Emma R. Toner; Mehdi Boukhechba; Bethany A. Teachman; Laura E. Barnes (SMARTCOMP, 2025)

Digital mental health treatment implementation playbook: successful practices from implementation experiences in American healthcare organizations. - David C. Mohr; Alexandra L. Silverman; Soo Jeong Youn; Patricia Areán; Andrew Bertagnolli; Jenna Carl; Tarolyn Carlton; Neha Chaudhary; David Cooper; Shelly Devito; Stephanie Eaneff; Megan Flom; et al. (Frontiers Digit. Health, 2025)