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Digital health data-driven approaches to understand human behavior

Neuropsychopharmacology (New York, N.Y.), 2021-01, Vol.46 (1), p.191-196

Marsch, Lisa A

2021

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Large-scale analysis of test–retest reliabilities of self-regulation measures

Proceedings of the National Academy of Sciences - PNAS, 2019-03, Vol.116 (12), p.5472-5477

2019

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Identifying substance use risk based on deep neural networks and Instagram social media data

Neuropsychopharmacology (New York, N.Y.), 2019-02, Vol.44 (3), p.487-494

2019

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Opportunities and needs in digital phenotyping

Neuropsychopharmacology (New York, N.Y.), 2018-07, Vol.43 (8), p.1637-1638

Marsch, Lisa A

2018

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Uncovering the structure of self-regulation through data-driven ontology discovery

Nature communications, 2019-05, Vol.10 (1), p.2319-2319, Article 2319

2019

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Digital technology for treating and preventing mental disorders in low-income and middle-income countries: a narrative review of the literature

The Lancet. Psychiatry, 2017-06, Vol.4 (6), p.486-500

2017

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Digital Therapeutics for Mental Health and Addiction: The State of the Science and Vision for the Future

1, 2022

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Opioids and the Treatment of Chronic Pain: Controversies, Current Status, and Future Directions

Experimental and clinical psychopharmacology, 2008-10, Vol.16 (5), p.405-416

2008

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Measurement in Intensive Longitudinal Data

Structural equation modeling, 2021-09, Vol.28 (5), p.807-822

2021

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Emerging mHealth and eHealth interventions for serious mental illness: a review of the literature

Journal of mental health (Abingdon, England), 2015-01, Vol.24 (5), p.321-332

2015

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Systematic review of social media interventions for smoking cessation

Addictive behaviors, 2017-10, Vol.73, p.81-93

2017

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Advances in the psychosocial treatment of addiction: the role of technology in the delivery of evidence-based psychosocial treatment

The Psychiatric clinics of North America, 2012-06, Vol.35 (2), p.481

2012

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Leveraging Technology to Enhance Addiction Treatment and Recovery

Journal of addictive diseases, 2012-07, Vol.31 (3), p.313-318

Marsch, Lisa A.

2012

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Nationwide access to an internet‐based contingency management intervention to promote smoking cessation: a randomized controlled trial

Addiction (Abingdon, England), 2017-05, Vol.112 (5), p.875-883

2017

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Scale-up of Digital Innovations in Health Care: Expert Commentary on Enablers and Barriers

Journal of medical Internet research, 2022-03, Vol.24 (3), p.e24582-e24582

2022

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Harnessing Facebook for Smoking Reduction and Cessation Interventions: Facebook User Engagement and Social Support Predict Smoking Reduction

Journal of medical Internet research, 2017-05, Vol.19 (5), p.e168-e168

2017

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Technology-based Interventions for Preventing and Treating Substance Use Among Youth

Child and adolescent psychiatric clinics of North America, 2016-10, Vol.25 (4), p.755

2016

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Lifestyle interventions for weight loss among overweight and obese adults with serious mental illness: A systematic review and meta-analysis

General hospital psychiatry, 2017-07, Vol.47, p.83-102

2017

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Scaling Up Research on Drug Abuse and Addiction Through Social Media Big Data

Journal of medical Internet research, 2017-10, Vol.19 (10), p.e353-e353

2017

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Digital health and addiction

Current opinion in systems biology, 2020-04, Vol.20, p.1-7

Marsch, Lisa A.

2020

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Adding an Internet-Delivered Treatment to an Efficacious Treatment Package for Opioid Dependence

Journal of consulting and clinical psychology, 2014-12, Vol.82 (6), p.964-972

2014

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Technological Interventions for Medication Adherence in Adult Mental Health and Substance Use Disorders: A Systematic Review

JMIR mental health, 2019-03, Vol.6 (3), p.e12493

2019

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Web-based behavioral treatment for substance use disorders as a partial replacement of standard methadone maintenance treatment

Journal of substance abuse treatment, 2014-01, Vol.46 (1), p.43-51

2014

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Technology-based interventions for the treatment and recovery management of substance use disorders: A JSAT special issue

Journal of substance abuse treatment, 2014-01, Vol.46 (1), p.1-4

2014

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Safety and efficacy of a prescription digital therapeutic as an adjunct to buprenorphine for treatment of opioid use disorder

Current medical research and opinion, 2021-02, Vol.37 (2), p.167-173

2021

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Digital health data-driven approaches to understand human behavior

Large-scale analysis of test–retest reliabilities of self-regulation measures

Identifying substance use risk based on deep neural networks and Instagram social media data

Opportunities and needs in digital phenotyping

Uncovering the structure of self-regulation through data-driven ontology discovery

Digital technology for treating and preventing mental disorders in low-income and middle-income countries: a narrative review of the literature

Digital Therapeutics for Mental Health and Addiction: The State of the Science and Vision for the Future

Opioids and the Treatment of Chronic Pain: Controversies, Current Status, and Future Directions

Measurement in Intensive Longitudinal Data

Emerging mHealth and eHealth interventions for serious mental illness: a review of the literature

Systematic review of social media interventions for smoking cessation

Advances in the psychosocial treatment of addiction: the role of technology in the delivery of evidence-based psychosocial treatment

Leveraging Technology to Enhance Addiction Treatment and Recovery

Nationwide access to an internet‐based contingency management intervention to promote smoking cessation: a randomized controlled trial

Scale-up of Digital Innovations in Health Care: Expert Commentary on Enablers and Barriers

Harnessing Facebook for Smoking Reduction and Cessation Interventions: Facebook User Engagement and Social Support Predict Smoking Reduction

Technology-based Interventions for Preventing and Treating Substance Use Among Youth

Lifestyle interventions for weight loss among overweight and obese adults with serious mental illness: A systematic review and meta-analysis

Scaling Up Research on Drug Abuse and Addiction Through Social Media Big Data

Digital health and addiction

Adding an Internet-Delivered Treatment to an Efficacious Treatment Package for Opioid Dependence

Technological Interventions for Medication Adherence in Adult Mental Health and Substance Use Disorders: A Systematic Review

Web-based behavioral treatment for substance use disorders as a partial replacement of standard methadone maintenance treatment

Technology-based interventions for the treatment and recovery management of substance use disorders: A JSAT special issue

Safety and efficacy of a prescription digital therapeutic as an adjunct to buprenorphine for treatment of opioid use disorder

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