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Applications of Large Language Models in the Field of Suicide Prevention: Scoping Review

Glenn Holmes, Biya Tang, Sunil Gupta, Svetha Venkatesh, Helen Christensen, Alexis Whitton

J Med Internet Res 2025;27:e63126

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Recruiting Young People for Digital Mental Health Research: Lessons From an AI-Driven Adaptive Trial

Wu Yi Zheng, Artur Shvetcov, Aimy Slade, Zoe Jenkins, Leonard Hoon, Alexis Whitton, Rena Logothetis, Smrithi Ravindra, Stefanus Kurniawan, Sunil Gupta, Kit Huckvale, Eileen Stech, Akash Agarwal, Joost Funke Kupper, Stuart Cameron, Jodie Rosenberg, Nicholas Manoglou, Manisha Senadeera, Svetha Venkatesh, Kon Mouzakis, Rajesh Vasa, Helen Christensen, Jill M Newby

J Med Internet Res 2025;27:e60413

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Efficacy of BrighterSide, a Self-Guided App for Suicidal Ideation: Randomized Controlled Trial

Natasha Josifovski, Michelle Torok, Philip Batterham, Quincy Wong, Joanne R Beames, Adam Theobald, Sarah Holland, Kit Huckvale, Jo Riley, Nicole Cockayne, Helen Christensen, Mark Larsen

JMIR Ment Health 2024;11:e55528

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Selective Prevention of Depression in Workers Using a Smartphone App: Randomized Controlled Trial

Mark Deady, Daniel A J Collins, Isobel Lavender, Andrew Mackinnon, Nicholas Glozier, Richard Bryant, Helen Christensen, Samuel B Harvey

J Med Internet Res 2023;25:e45963

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The Effects of Internet-Based Cognitive Behavioral Therapy for Suicidal Ideation or Behaviors on Depression, Anxiety, and Hopelessness in Individuals With Suicidal Ideation: Systematic Review and Meta-Analysis of Individual Participant Data

Lasse B Sander, Marie Beisemann, Philipp Doebler, Hannah Moon Micklitz, Ad Kerkhof, Pim Cuijpers, Philip Batterham, Alison Calear, Helen Christensen, Eva De Jaegere, Matthias Domhardt, Annette Erlangsen, Ozlem Eylem-van Bergeijk, Ryan Hill, Charlotte Mühlmann, Marie Österle, Jeremy Pettit, Gwendolyn Portzky, Lena Steubl, Bregje van Spijker, Joseph Tighe, Aliza Werner-Seidler, Rebekka Büscher

J Med Internet Res 2023;25:e46771

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Implementing a Digital Depression Prevention Program in Australian Secondary Schools: Cross-Sectional Qualitative Study

Joanne R Beames, Aliza Werner-Seidler, Michael Hodgins, Lyndsay Brown, Hiroko Fujimoto, Alexandra Bartholomew, Kate Maston, Kit Huckvale, Isabel Zbukvic, Michelle Torok, Helen Christensen, Philip J Batterham, Alison L Calear, Raghu Lingam, Katherine M Boydell

JMIR Pediatr Parent 2023;6:e42349

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Associations Between Smartphone Keystroke Metadata and Mental Health Symptoms in Adolescents: Findings From the Future Proofing Study

Taylor A Braund, Bridianne O’Dea, Debopriyo Bal, Kate Maston, Mark Larsen, Aliza Werner-Seidler, Gabriel Tillman, Helen Christensen

JMIR Ment Health 2023;10:e44986

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Effectiveness of Self-guided Tailored Implementation Strategies in Integrating and Embedding Internet-Based Cognitive Behavioral Therapy in Routine Mental Health Care: Results of a Multicenter Stepped-Wedge Cluster Randomized Trial

Christiaan Vis, Josien Schuurmans, Bruno Aouizerate, Mette Atipei Craggs, Philip Batterham, Leah Bührmann, Alison Calear, Arlinda Cerga Pashoja, Helen Christensen, Els Dozeman, Claus Duedal Pedersen, David Daniel Ebert, Anne Etzelmueller, Naim Fanaj, Tracy L Finch, Denise Hanssen, Ulrich Hegerl, Adriaan Hoogendoorn, Kim Mathiasen, Carl May, Andia Meksi, Sevim Mustafa, Bridianne O'Dea, Caroline Oehler, Jordi Piera-Jiménez, Sebastian Potthoff, Gentiana Qirjako, Tim Rapley, Judith Rosmalen, Ylenia Sacco, Ludovic Samalin, Mette Maria Skjoth, Kristine Tarp, Ingrid Titzler, Erik Van der Eycken, Claire Rosalie van Genugten, Alexis Whitton, Enrico Zanalda, Jan H Smit, Heleen Riper

J Med Internet Res 2023;25:e41532

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Smartphone Sensor Data for Identifying and Monitoring Symptoms of Mood Disorders: A Longitudinal Observational Study

Taylor A Braund, May The Zin, Tjeerd W Boonstra, Quincy J J Wong, Mark E Larsen, Helen Christensen, Gabriel Tillman, Bridianne O’Dea

JMIR Ment Health 2022;9(5):e35549

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The Essential Network (TEN): Protocol for an Implementation Study of a Digital-First Mental Health Solution for Australian Health Care Workers During COVID-19

Matthew James Coleshill, Peter Baldwin, Melissa Black, Jill Newby, Tanya Shrestha, Sam Haffar, Llewellyn Mills, Andrew Stensel, Nicole Cockayne, Jon Tennant, Samuel Harvey, Helen Christensen

JMIR Res Protoc 2022;11(3):e34601

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