Tutorial

AI Act Compliance Within the MyHealth@EU Framework: Tutorial

Monika Simjanoska Misheva, Dragan Shahpaski, Jovana Dobreva, Djansel Bukovec, Blagojche Gjorgjioski, Marjan Nikolov, Dalibor Frtunikj, Petre Lameski, Azir Aliu, Kostadin Mishev, Matjaž Gams

J Med Internet Res 2025 (Nov 10); 27:e81184

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Designing Patient-Friendly Messages: Tutorial on Applying Human-Centered, Self-Determination Theory With AI Considerations

Ashley C Griffin, Sarah J Javier, Madeleine Golding, Travis W Runnels, Marianne S Matthias, Stephanie L Shimada, Diana M Higgins, Donna M Zulman, Amanda M Midboe

J Med Internet Res 2025 (Oct 17); 27:e78173

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Challenges and Recommendations for Electronic Health Records Data Extraction and Preparation for Dynamic Prediction Modeling in Hospitalized Patients: Practical Guide and Tutorial

Elena Albu, Shan Gao, Pieter Stijnen, Frank E Rademakers, Bas CT van Bussel, Taya Collyer, Tina Hernandez-Boussard, Laure Wynants, Ben Van Calster

J Med Internet Res 2025 (Oct 17); 27:e73987

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A Design Thinking Approach for Transnational Adaptation of 2 Mobile Mental Health Apps: Tutorial for Researchers and Practitioners

Sylvie Bernaerts, Tom Van Daele, Christian Korthé Carlsen, Søren Lange Nielsen, Jolanda Schaap, Yvette Roke

J Med Internet Res 2025 (Sep 17); 27:e77048

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Prompt Engineering in Clinical Practice: Tutorial for Clinicians

Jialin Liu, Fang Liu, Changyu Wang, Siru Liu

J Med Internet Res 2025 (Sep 15); 27:e72644

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Interdisciplinary Development and Fine-Tuning of CARDIO, a Large Language Model for Cardiovascular Health Education in HIV Care: Tutorial

Ryan Rullo, Ali Maatouk, Tinglin Huang, Jialin Chen, Weikang Qiu, Giselle O'Connor, Julie Womack, Tatiana Sadak, Christine Rodriguez, Pedro Carneiro, Tania de Jesus Espinosa, Ami Marshall, Rex Ying, S Raquel Ramos

J Med Internet Res 2025 (Sep 12); 27:e77053

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AI and Machine Learning Terminology in Medicine, Psychology, and Social Sciences: Tutorial and Practical Recommendations

Bo Cao, Russell Greiner, Andrew Greenshaw, Jie Sui

J Med Internet Res 2025 (Aug 18); 27:e66100

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Perspective Mapping: Tutorial for Collecting Quantifiable Qualitative Interview Data

Jennifer Mammen, Mirinda Tyo, Sandhya Seshadri

J Med Internet Res 2025 (Aug 14); 27:e72622

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A Practical Guide and Assessment on Using ChatGPT to Conduct Grounded Theory: Tutorial

Yongjie Yue, Dong Liu, Yilin Lv, Junyi Hao, Peixuan Cui

J Med Internet Res 2025 (May 14); 27:e70122

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Advancing the Use of Longitudinal Electronic Health Records: Tutorial for Uncovering Real-World Evidence in Chronic Disease Outcomes

Feiqing Huang, Jue Hou, Ningxuan Zhou, Kimberly Greco, Chenyu Lin, Sara Morini Sweet, Jun Wen, Lechen Shen, Nicolas Gonzalez, Sinian Zhang, Katherine P Liao, Tianrun Cai, Zongqi Xia, Florence T Bourgeois, Tianxi Cai

J Med Internet Res 2025 (May 12); 27:e71873

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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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