Natural language processing for mental health interventions: a systematic review and research framework Autor Matteo Malgaroli, Thomas D. Hull, James M. Zech, Tim Althoff

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Two-way messaging therapy for depression and anxiety: longitudinal response trajectories Autor Thomas D. Hull, Matteo Malgaroli, Philippa S. Connolly, Seth Feuerstein, Naomi M. Simon

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Predictors of Disengagement and Symptom Improvement Among Adults With Depression Enrolled in Talkspace, a Technology-Mediated Psychotherapy Platform: Naturalistic Observational Stu... Autor Doyanne Darnell, Michael D Pullmann, Thomas D Hull, Shiyu Chen, Patricia Areán

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Comparing Message-Based Psychotherapy to Once-Weekly, Video-Based Psychotherapy for Moderate Depression: Randomized Controlled Trial Autor Jiyoung Song, Boris Litvin, Ryan Allred, Shiyu Chen, Thomas D Hull, Patricia A Areán

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Message-based psychotherapy for older adults: A cohort comparison study Autor Patrick J. Raue, Nicole Fridling, Jiyoung Song, Thomas D. Hull, George S. Alexopoulos, Patricia A. Arean

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Automatic rating of therapist facilitative interpersonal skills in text: A natural language processing application Autor James M. Zech, James M. Zech, Robert Steele, Robert Steele, Victoria K. Foley, Thomas D. Hull

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Behavioral Activation and Depression Symptomatology: Longitudinal Assessment of Linguistic Indicators in Text-Based Therapy Sessions Autor Hannah A Burkhardt, George S Alexopoulos, Michael D Pullmann, Thomas D Hull, Patricia A Areán, Trevor Cohen

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Participant retention in a fully remote trial of digital psychotherapy: Comparison of incentive types Autor Isabell R. Griffith Fillipo, Michael D. Pullmann, Michael D. Pullmann, Thomas D. Hull, James Zech, Jerilyn Wu, Boris Litvin, Shiyu Chen, Patricia A. Arean

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An Integrative Engagement Model of Digital Psychotherapy: Exploratory Focus Group Findings Autor James M Zech, Morgan Johnson, Michael D Pullmann, Thomas D Hull, Tim Althoff, Sean A Munson, Nicole Fridling, Boris Litvin, Jerilyn Wu, Patricia A Areán

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Modifiable predictors of suicidal ideation during psychotherapy for late-life major depression. A machine learning approach Autor George S. Alexopoulos, Patrick J. Raue, Samprit Banerjee, Elizabeth Mauer, Patricia Marino, Mohamed Soliman, Dora Kanellopoulos, Nili Solomonov, Adenike Adeagbo, Jo Anne Sirey, Thomas D. Hull, Dimitris N. Kiosses, Patricia A. Areán

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