2024
Imputation Strategies for Longitudinal Behavioral Studies: Predicting Depression Using GLOBEM Datasets
Sohini Bhattacharya,
Rahul Majethia,
Akshat Choube,
Varun Mishra
Companion of the 2024 on ACM International Joint Conference on Pervasive and Ubiquitous Computing
2024
SeSaMe: A Framework to Simulate Self-Reported Ground Truth for Mental Health Sensing Studies
International Conference on Affective Computing and Intelligent Interaction (ACII)
2024
Building an Open-Source Community to Enhance Autonomic Nervous System Signal Analysis: DBDP-Autonomic
Jessilyn Dunn,
Varun Mishra,
Md Mobashir Hasan Shandhi,
Hayoung Jeong,
Natasha Yamane,
Yuna Watanabe,
Bill Chen,
Matthew S. Goodwin
arXiv
2024
Collecting Self-reported Physical Activity and Posture Data Using Audio-based Ecological Momentary Assessment
Ha Le,
Rithika Lakshminarayanan,
Jixin Li,
Varun Mishra,
Stephen Intille
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
Navigating the Paradox: Challenges and Strategies of University Students Managing Mental Health Medication in Real-World Practices
Jiachen Li,
Justin Steinberg,
Elizabeth Mynatt,
Varun Mishra
arXiv
2024
Understanding the Daily Lives of Older Adults: Integrating Multi-modal Personal Health Tracking Data through Visualization and Large Language Models
Jiachen Li,
Justin Steinberg,
Xiwen Li,
Bingsheng Yao,
Dakuo Wang,
Elizabeth Mynatt,
Varun Mishra
AAAI Fall Symposium Series on AI for Aging in Place
2024
Vital Insight: Assisting Experts' Sensemaking Process of Multi-modal Personal Tracking Data Using Visualization and LLM
Jiachen Li,
Justin Steinberg,
Xiwen Li,
Akshat Choube,
Bingsheng Yao,
Dakuo Wang,
Elizabeth Mynatt,
Varun Mishra
arXiv
2024
Exploring the Relationship Between Intrinsic Motivation and Receptivity to mHealth Interventions
Varun Mishra,
Sarah Hong,
David Kotz
Companion of the 2024 on ACM International Joint Conference on Pervasive and Ubiquitous Computing
2024
AI on My Shoulder: Supporting Emotional Labor in Front-Office Roles with an LLM-based Empathetic Coworker
Vedant Das Swain,
Joy Zhong,
Jash Rajesh Parekh,
Yechan Jeon,
Roy Zimmerman,
Mary Czerwinski,
Jina Suh,
Varun Mishra,
Koustuv Saha,
Javier Hernandez
arXiv
2024
SOSW: Stress Sensing With Off-the-Shelf Smartwatches in the Wild
Kobiljon Toshnazarov,
Uichin Lee,
Byung Hyung Kim,
Varun Mishra,
Lismer Andres Caceres Najarro,
Youngtae Noh
IEEE Internet of Things Journal
CardioAI: A Multimodal AI-based System to Support Symptom Monitoring and Risk Detection of Cancer Treatment-Induced Cardiotoxicity
Siyi Wu,
Weidan Cao,
Shihan Fu,
Bingsheng Yao,
Ziqi Yang,
Changchang Yin,
Varun Mishra,
Daniel Addison,
Ping Zhang,
Dakuo Wang
arXiv
2024
Clinical Challenges and AI Opportunities in Decision-Making for Cancer Treatment-Induced Cardiotoxicity
Siyi Wu,
Weidan Cao,
Shihan Fu,
Bingsheng Yao,
Ziqi Yang,
Changchang Yin,
Varun Mishra,
Daniel Addison,
Ping Zhang,
Dakuo Wang
arXiv
2024
2023
Investigating Social Interaction Patterns with Depression Severity across Different Personality Traits Using Digital Phenotyping
Ohida Binte Amin,
Varun Mishra,
Aarti Sathyanarayana
2023 11th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW)
2023
Patient Engagement in a Multimodal Digital Phenotyping Study of Opioid Use Disorder
Cynthia I. Campbell,
Ching-Hua Chen,
Sara R. Adams,
Asma Asyyed,
Ninad R. Athale,
Monique B. Does,
Saeed Hassanpour,
Emily Hichborn,
Melanie Jackson-Morris,
Nicholas C. Jacobson,
Heather K. Jones,
David Kotz,
Chantal A. Lambert-Harris,
Zhiguo Li,
Bethany McLeman,
Varun Mishra,
Catherine Stanger,
Geetha Subramaniam,
Weiyi Wu,
Christopher Zegers,
Lisa A. Marsch
Journal of Medical Internet Research (JMIR)
Detecting Receptivity for mHealth Interventions
Varun Mishra,
Florian Künzler,
Jan-Niklas Kramer,
Elgar Fleisch,
Tobias Kowatsch,
David Kotz
GetMobile Magazine
2023
Research Highlight
HeartView: An Extensible, Open-Source, Web-Based Signal Quality Assessment Pipeline for Ambulatory Cardiovascular Data
Natasha Yamane,
Varun Mishra,
Matthew S. Goodwin
International Conference on Pervasive Computing Technologies for Healthcare
2023
2022
The Feasibility and Utility of Harnessing Digital Health to Understand Clinical Trajectories in Medication Treatment for Opioid Use Disorder: D-TECT Study Design and Methodological Considerations
Lisa A. Marsch,
Ching-Hua Chen,
Sara R. Adams,
Asma Asyyed,
Monique B. Does,
Saeed Hassanpour,
Emily Hichborn,
Melanie Jackson-Morris,
Nicholas C. Jacobson,
Heather K. Jones,
David Kotz,
Chantal A. Lambert-Harris,
Zhiguo Li,
Bethany McLeman,
Varun Mishra,
Catherine Stanger,
Geetha Subramaniam,
Weiyi Wu,
Cynthia I. Campbell
Frontiers in Psychiatry
2021
FLIRT: A Feature Generation Toolkit for Wearable Data
Simon Föll,
Martin Maritsch,
Federica Spinola,
Varun Mishra,
Filipe Barata,
Tobias Kowatsch,
Elgar Fleisch,
Felix Wortmann
Computer Methods and Programs in Biomedicine
When Do Drivers Interact with In-vehicle Well-being Interventions? An Exploratory Analysis of a Longitudinal Study on Public Roads
Kevin Koch,
Varun Mishra,
Shu Liu,
Thomas Berger,
Elgar Fleisch,
David Kotz,
Felix Wortmann
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. (IMWUT)
Detecting Receptivity for mHealth Interventions in the Natural Environment
Varun Mishra,
Florian Künzler,
Jan-Niklas Kramer,
Elgar Fleisch,
Tobias Kowatsch,
David Kotz
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. (IMWUT)
Distinguished Paper Award
2020
Detection of Artifacts in Ambulatory Electrodermal Activity Data
Shkurta Gashi,
Elena Di Lascio,
Bianca Stancu,
Vedant Das Swain,
Varun Mishra,
Martin Gjoreski,
Silvia Santini
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. (IMWUT)
Which Components of a Smartphone Walking App Help Users to Reach Personalized Step Goals? Results From an Optimization Trial
Jan-Niklas Kramer,
Florian Kunzler,
Varun Mishra,
Shawna N Smith,
David Kotz,
Urte Scholz,
Elgar Fleisch,
Tobias Kowatsch
Annals of Behavioral Medicine
The application of digital health to the assessment and treatment of substance use disorders: The past, current, and future role of the National Drug Abuse Treatment Clinical Trials Network
Lisa A. Marsch,
Aimee Campbell,
Cynthia Campbell,
Ching-Hua Chen,
Emre Ertin,
Udi Ghitza,
Chantal Lambert-Harris,
Saeed Hassanpour,
August F. Holtyn,
Yih-Ing Hser,
Petra Jacobs,
Jeffrey D. Klausner,
Shea Lemley,
David Kotz,
Andrea Meier,
Bethany McLeman,
Jennifer McNeely,
Varun Mishra,
Larissa Mooney,
Edward Nunes,
Chrysovalantis Stafylis,
Catherine Stanger,
Elizabeth Saunders,
Geetha Subramaniam,
Sean Young
Journal of Substance Abuse Treatment
Continuous Detection of Physiological Stress with Commodity Hardware
Varun Mishra,
Gunnar Pope,
Sarah Lord,
Stephanie Lewia,
Byron Lowens,
Kelly Caine,
Sougata Sen,
Ryan Halter,
David Kotz
ACM Trans. Comput. Healthcare (HEALTH)
Evaluating the Reproducibility of Physiological Stress Detection Models
Varun Mishra,
Sougata Sen,
Grace Chen,
Tian Hao,
Jeffrey Rogers,
Ching-Hua Chen,
David Kotz
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. (IMWUT)
2019
Investigating Intervention Components and Exploring States of Receptivity for a Smartphone App to Promote Physical Activity: Protocol of a Microrandomized Trial
Jan-Niklas Kramer,
Florian Kunzler,
Varun Mishra,
Bastien Presset,
David Kotz,
Shawna Smith,
Urte Scholz,
Tobias Kowatsch
JMIR Research Protocols
Exploring the State-of-Receptivity for MHealth Interventions
Florian Kunzler,
Varun Mishra,
Jan-Niklas Kramer,
David Kotz,
Elgar Fleisch,
Tobias Kowatsch
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies