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Robust Feature Engineering for Parkinson Disease Diagnosis: New Machine Learning Techniques

Max Wang, Wenbo Ge, Deborah Apthorp, Hanna Suominen

JMIR Biomed Eng 2020;5(1):e13611

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Internet Use, Risk Awareness, and Demographic Characteristics Associated With Engagement in Preventive Behaviors and Testing: Cross-Sectional Survey on COVID-19 in the United States

Siyue Li, Bo Feng, Wang Liao, Wenjing Pan

J Med Internet Res 2020;22(6):e19782

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Using Reports of Symptoms and Diagnoses on Social Media to Predict COVID-19 Case Counts in Mainland China: Observational Infoveillance Study

Cuihua Shen, Anfan Chen, Chen Luo, Jingwen Zhang, Bo Feng, Wang Liao

J Med Internet Res 2020;22(5):e19421

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Improving the Efficacy of Cognitive Training for Digital Mental Health Interventions Through Avatar Customization: Crowdsourced Quasi-Experimental Study

Images were selected based on valence (mean=2.01, SD=0.5, min=1.51, max=3.60) and arousal (mean=5.92, SD=0.63, min=4.34, max=7.16).

Max Valentin Birk, Regan Lee Mandryk

J Med Internet Res 2019;21(1):e10133

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Effects of a Guided Web-Based Smoking Cessation Program With Telephone Counseling: A Cluster Randomized Controlled Trial

Michael Mehring, Max Haag, Klaus Linde, Stefan Wagenpfeil, Antonius Schneider

J Med Internet Res 2014;16(9):e218

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Toward Game-Based Digital Mental Health Interventions: Player Habits and Preferences

Regan Lee Mandryk, Max Valentin Birk

J Med Internet Res 2017;19(4):e128

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The Potential of Game-Based Digital Biomarkers for Modeling Mental Health

Regan Lee Mandryk, Max Valentin Birk

JMIR Ment Health 2019;6(4):e13485

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Quantifying Short-Term Dynamics of Parkinson’s Disease Using Self-Reported Symptom Data From an Internet Social Network

Max Little, Paul Wicks, Timothy Vaughan, Alex Pentland

J Med Internet Res 2013;15(1):e20

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Effects of a Web-Based Intervention for Stress Reduction in Primary Care: A Cluster Randomized Controlled Trial

Michael Mehring, Max Haag, Klaus Linde, Stefan Wagenpfeil, Antonius Schneider

J Med Internet Res 2016;18(2):e27

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Web-Based Versus Traditional Paper Questionnaires: A Mixed-Mode Survey With a Nordic Perspective

Lena Hohwü, Heidi Lyshol, Mika Gissler, Stefan Hrafn Jonsson, Max Petzold, Carsten Obel

J Med Internet Res 2013;15(8):e173

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