Tutorial

How to Refine and Prioritize Key Performance Indicators for Digital Health Interventions: Tutorial on Using Consensus Methodology to Enable Meaningful Evaluation of Novel Digital Health Interventions

Catherine McCabe, Leona Connolly, Yuri Quintana, Arielle Weir, Anne Moen, Martin Ingvar, Margaret McCann, Carmel Doyle, Mary Hughes, Maria Brenner

J Med Internet Res 2025 (Apr 16); 27:e68757

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How to Design, Create, and Evaluate an Instruction-Tuning Dataset for Large Language Model Training in Health Care: Tutorial From a Clinical Perspective

Wojciech Nazar, Grzegorz Nazar, Aleksandra Kamińska, Ludmila Danilowicz-Szymanowicz

J Med Internet Res 2025 (Mar 18); 27:e70481

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Reporting Guidelines for the Early-Phase Clinical Evaluation of Applications Using Extended Reality: RATE-XR Qualitative Study Guideline

Johan H Vlake, Denzel L Q Drop, Jasper Van Bommel, Giuseppe Riva, Brenda K Wiederhold, Pietro Cipresso, Albert S Rizzo, Barbara O Rothbaum, Cristina Botella, Lotty Hooft, Oscar J Bienvenu, Christian Jung, Bart Geerts, Evert-Jan Wils, Diederik Gommers, Michel E van Genderen, RATE-XR Expert Group

J Med Internet Res 2024 (Nov 29); 26:e56790

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Exploring Participants’ Experiences of Digital Health Interventions With Qualitative Methods: Guidance for Researchers

Kristin Harrison Ginsberg, Katie Babbott, Anna Serlachius

J Med Internet Res 2024 (Nov 28); 26:e62761

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Adapting a Telehealth Physical Activity and Diet Intervention to a Co-Designed Website for Self-Management After Stroke: Tutorial

Dina Pogrebnoy, Lee Ashton, Brian A Beh, Meredith Burke, Richard Cullen, Jude Czerenkowski, Julie Davey, Amy M Dennett, Kevin English, Erin Godecke, Nicole Harper, Elizabeth Lynch, Lesley MacDonald-Wicks, Amanda Patterson, Emily Ramage, Ben Schelfhaut, Dawn B Simpson, Karly Zacharia, Coralie English

J Med Internet Res 2024 (Oct 22); 26:e58419

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Transforming Digital Phenotyping Raw Data Into Actionable Biomarkers, Quality Metrics, and Data Visualizations Using Cortex Software Package: Tutorial

James Burns, Kelly Chen, Matthew Flathers, Danielle Currey, Natalia Macrynikola, Aditya Vaidyam, Carsten Langholm, Ian Barnett, Andrew (Jin Soo) Byun, Erlend Lane, John Torous

J Med Internet Res 2024 (Aug 23); 26:e58502

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A Simple and Systematic Approach to Qualitative Data Extraction From Social Media for Novice Health Care Researchers: Tutorial

Kelly Pretorius

JMIR Form Res 2024 (Jul 09); 8:e54407

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Developing a Chatbot to Support Individuals With Neurodevelopmental Disorders: Tutorial

Ashwani Singla, Ritvik Khanna, Manpreet Kaur, Karen Kelm, Osmar Zaiane, Cory Scott Rosenfelt, Truong An Bui, Navid Rezaei, David Nicholas, Marek Z Reformat, Annette Majnemer, Tatiana Ogourtsova, Francois Bolduc

J Med Internet Res 2024 (Jun 18); 26:e50182

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Mental Wellness Self-Care in Singapore With mindline.sg: A Tutorial on the Development of a Digital Mental Health Platform for Behavior Change

Janice Huiqin Weng, Yanyan Hu, Creighton Heaukulani, Clarence Tan, Julian Kuiyu Chang, Ye Sheng Phang, Priyanka Rajendram, Weng Mooi Tan, Wai Chiong Loke, Robert J T Morris

J Med Internet Res 2024 (Jun 04); 26:e44443

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Machine Learning and Health Science Research: Tutorial

Hunyong Cho, Jane She, Daniel De Marchi, Helal El-Zaatari, Edward L Barnes, Anna R Kahkoska, Michael R Kosorok, Arti V Virkud

J Med Internet Res 2024 (Jan 30); 26:e50890

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Selecting an Ecological Momentary Assessment Platform: Tutorial for Researchers

Lauren M Henry, Eleanor Hansen, Justin Chimoff, Kimberly Pokstis, Miryam Kiderman, Reut Naim, Joe Kossowsky, Meghan E Byrne, Silvia Lopez-Guzman, Katharina Kircanski, Daniel S Pine, Melissa A Brotman

J Med Internet Res 2024 (Jan 04); 26:e51125

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Mobilizing Patient and Public Involvement in the Development of Real-World Digital Technology Solutions: Tutorial

Alison Keogh, Ríona Mc Ardle, Mara Gabriela Diaconu, Nadir Ammour, Valdo Arnera, Federica Balzani, Gavin Brittain, Ellen Buckley, Sara Buttery, Alma Cantu, Solange Corriol-Rohou, Laura Delgado-Ortiz, Jacques Duysens, Tom Forman-Hardy, Tova Gur-Arieh, Dominique Hamerlijnck, John Linnell, Letizia Leocani, Tom McQuillan, Isabel Neatrour, Ashley Polhemus, Werner Remmele, Isabel Saraiva, Kirsty Scott, Norman Sutton, Koen van den Brande, Beatrix Vereijken, Martin Wohlrab, Lynn Rochester, Mobilise-D consortium

J Med Internet Res 2023 (Oct 27); 25:e44206

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Democratizing Artificial Intelligence Imaging Analysis With Automated Machine Learning: Tutorial

Arun James Thirunavukarasu, Kabilan Elangovan, Laura Gutierrez, Yong Li, Iris Tan, Pearse A Keane, Edward Korot, Daniel Shu Wei Ting

J Med Internet Res 2023 (Oct 12); 25:e49949

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Prompt Engineering as an Important Emerging Skill for Medical Professionals: Tutorial

Bertalan Meskó

J Med Internet Res 2023 (Oct 04); 25:e50638

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Creating Custom Immersive 360-Degree Videos for Use in Clinical and Nonclinical Settings: Tutorial

Aileen C Naef, Marie-Madlen Jeitziner, Stephan M Jakob, René M Müri, Tobias Nef

JMIR Med Educ 2023 (Sep 14); 9:e42154

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GATEKEEPER’s Strategy for the Multinational Large-Scale Piloting of an eHealth Platform: Tutorial on How to Identify Relevant Settings and Use Cases

Jordi de Batlle, Ivan D Benítez, Anna Moncusí-Moix, Odysseas Androutsos, Rosana Angles Barbastro, Alessio Antonini, Eunate Arana, Maria Fernanda Cabrera-Umpierrez, Gloria Cea, George Ε Dafoulas, Frans Folkvord, Ane Fullaondo, Francesco Giuliani, Hsiao-Ling Huang, Pasquale F Innominato, Przemyslaw Kardas, Vivian W Q Lou, Yannis Manios, Maria Matsangidou, Franco Mercalli, Mounir Mokhtari, Silvio Pagliara, Julia Schellong, Lisa Stieler, Konstantinos Votis, Paula Currás, Maria Teresa Arredondo, Jorge Posada, Sergio Guillén, Leandro Pecchia, Ferran Barbé, Gerard Torres, Giuseppe Fico, the GATEKEEPER project

J Med Internet Res 2023 (Jun 28); 25:e42187

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Generate Analysis-Ready Data for Real-world Evidence: Tutorial for Harnessing Electronic Health Records With Advanced Informatic Technologies

Jue Hou, Rachel Zhao, Jessica Gronsbell, Yucong Lin, Clara-Lea Bonzel, Qingyi Zeng, Sinian Zhang, Brett K Beaulieu-Jones, Griffin M Weber, Thomas Jemielita, Shuyan Sabrina Wan, Chuan Hong, Tianrun Cai, Jun Wen, Vidul Ayakulangara Panickan, Kai-Li Liaw, Katherine Liao, Tianxi Cai

J Med Internet Res 2023 (May 25); 25:e45662

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An Emerging Screening Method for Interrogating Human Brain Function: Tutorial

Gustavo Sudre, Anto I Bagić, James T Becker, John P Ford

JMIR Form Res 2023 (Apr 27); 7:e37269

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Avoiding Under- and Overrecruitment in Behavioral Intervention Trials Using Bayesian Sequential Designs: Tutorial

Marcus Bendtsen

J Med Internet Res 2022 (Dec 16); 24(12):e40730

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Creating the Map of Interactive Services Aiding and Assisting Persons With Disabilities (MSAADA) Project: Tutorial for the Novel Use of a Store Locator App

Mary Ann Etling, Michael Musili, Kaytlin Eastes, Eren Oyungu, Megan S McHenry

Interact J Med Res 2022 (Dec 08); 11(2):e37036

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