This paper is in the following e-collection/theme issue:

Electronic/Mobile Data Capture, Internet-based Survey & Research Methodology (997) Registered Report (791) Mobile Health (mhealth) (3464) Opioid and Related Substance Misuse (200) Substance Abuse (530) Medicine 2.0: Social Media, Open, Participatory, Collaborative Medicine (1911) Ecological Momentary Assessment (EMA) (405)

Published on in Vol 25 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/45556, first published .
Patient Engagement in a Multimodal Digital Phenotyping Study of Opioid Use Disorder

Patient Engagement in a Multimodal Digital Phenotyping Study of Opioid Use Disorder

Patient Engagement in a Multimodal Digital Phenotyping Study of Opioid Use Disorder

Authors of this article:

Cynthia I Campbell1, 2, 3 Author Orcid Image ;   Ching-Hua Chen4 Author Orcid Image ;   Sara R Adams1 Author Orcid Image ;   Asma Asyyed5 Author Orcid Image ;   Ninad R Athale6 Author Orcid Image ;   Monique B Does1 Author Orcid Image ;   Saeed Hassanpour7, 8 Author Orcid Image ;   Emily Hichborn7 Author Orcid Image ;   Melanie Jackson-Morris1 Author Orcid Image ;   Nicholas C Jacobson7 Author Orcid Image ;   Heather K Jones1 Author Orcid Image ;   David Kotz9 Author Orcid Image ;   Chantal A Lambert-Harris7 Author Orcid Image ;   Zhiguo Li4, 10 Author Orcid Image ;   Bethany McLeman7 Author Orcid Image ;   Varun Mishra11, 12 Author Orcid Image ;   Catherine Stanger7 Author Orcid Image ;   Geetha Subramaniam13 Author Orcid Image ;   Weiyi Wu8 Author Orcid Image ;   Christopher Zegers14 Author Orcid Image ;   Lisa A Marsch7 Author Orcid Image
Article Authors Cited by (11) Tweetations (5) Metrics

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  2. Stull S. Ambulatory assessment to advance the science of nondrug reward in addiction and recovery. Addiction Research & Theory 2025;33(3):172 View
  3. Parnes M, Weiss E. Digital Mental Health Innovations in the Face of Climate Change: Navigating a Sustainable Future. Psychiatric Services 2025;76(3):292 View
  4. Quadackers D, Bos F, Hovenkamp-Hermelink J, Cath D, Riese H. The use of Experience Sampling Method in psychopharmacological studies: A systematic review. Psychiatry Research 2025;344:116327 View
  5. Heinz M, Price G, Singh A, Bhattacharya S, Chen C, Asyyed A, Does M, Hassanpour S, Hichborn E, Kotz D, Lambert-Harris C, Li Z, McLeman B, Mishra V, Stanger C, Subramaniam G, Wu W, Campbell C, Marsch L, Jacobson N. A longitudinal observational study with ecological momentary assessment and deep learning to predict non-prescribed opioid use, treatment retention, and medication nonadherence among persons receiving medication treatment for opioid use disorder. Journal of Substance Use and Addiction Treatment 2025;173:209685 View
  6. Choube A, Le H, Li J, Ji K, Swain V, Mishra V. GLOSS: Group of LLMs for Open-ended Sensemaking of Passive Sensing Data for Health and Wellbeing. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 2025;9(3):1 View
  7. Li J, Li X, Steinberg J, Choube A, Yao B, Xu X, Wang D, Mynatt E, Mishra V. Vital Insight: Assisting Experts' Context-Driven Sensemaking of Multi-modal Personal Tracking Data Using Visualization and Human-in-the-Loop LLM. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 2025;9(3):1 View
  8. Tan J. Exploring Needlecraft Experiences among Junior High School Students. Psychology and Education: A Multidisciplinary Journal 2025;48(2):219 View
  9. Choube A, Bhattacharya S, Majethia R, Li J, Das Swain V, Mishra V. Imputation Matters: A Deeper Look into an Overlooked Step in Longitudinal Health and Behavior Sensing Research. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 2025;9(4):1 View

Conference Proceedings

  1. Bhattacharya S, Majethia R, Choube A, Mishra V. Companion of the 2024 on ACM International Joint Conference on Pervasive and Ubiquitous Computing. Imputation Strategies for Longitudinal Behavioral Studies: Predicting Depression Using GLOBEM Datasets View
  2. Choube A, Swain V, Mishra V. 2024 12th International Conference on Affective Computing and Intelligent Interaction (ACII). SeSaMe: A Framework to Simulate Self-Reported Ground Truth for Mental Health Sensing Studies View