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Limitations of Binary Classification for Long-Horizon Diagnosis Prediction and Advantages of a Discrete-Time Time-to-Event Approach: Empirical Analysis

De Rong Loh, Elliot D Hill, Nan Liu, Geraldine Dawson, Matthew M Engelhard

JMIR AI 2025;4:e62985

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Contribution of Open Access Databases to Intensive Care Medicine Research: Scoping Review

Julien Kallout, Antoine Lamer, Julien Grosjean, Gaétan Kerdelhué, Guillaume Bouzillé, Thomas Clavier, Benjamin Popoff

J Med Internet Res 2025;27:e57263

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Social Media Usage for Medical Education and Smartphone Addiction Among Medical Students: National Web-Based Survey

Thomas Clavier, Emma Chevalier, Zoé Demailly, Benoit Veber, Imad-Abdelkader Messaadi, Benjamin Popoff

JMIR Med Educ 2024;10:e55149

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Case Identification of Depression in Inpatient Electronic Medical Records: Scoping Review

Allison Grothman, William J Ma, Kendra G Tickner, Elliot A Martin, Danielle A Southern, Hude Quan

JMIR Med Inform 2024;12:e49781

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From Fax to Secure File Transfer Protocol: The 25-Year Evolution of Real-Time Syndromic Surveillance in England

Alex J Elliot, Helen E Hughes, Sally E Harcourt, Sue Smith, Paul Loveridge, Roger A Morbey, Amardeep Bains, Obaghe Edeghere, Natalia R Jones, Daniel Todkill, Gillian E Smith

J Med Internet Res 2024;26:e58704

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Postpandemic Sentinel Surveillance of Respiratory Diseases in the Context of the World Health Organization Mosaic Framework: Protocol for a Development and Evaluation Study Involving the English Primary Care Network 2023-2024

Xinchun Gu, Conall Watson, Utkarsh Agrawal, Heather Whitaker, William H. Elson, Sneha Anand, Ray Borrow, Anna Buckingham, Elizabeth Button, Lottie Curtis, Dominic Dunn, Alex J. Elliot, Filipa Ferreira, Rosalind Goudie, Uy Hoang, Katja Hoschler, Gavin Jamie, Debasish Kar, Beatrix Kele, Meredith Leston, Ezra Linley, Jack Macartney, Gemma L Marsden, Cecilia Okusi, Omid Parvizi, Catherine Quinot, Praveen Sebastianpillai, Vanashree Sexton, Gillian Smith, Timea Suli, Nicholas P B Thomas, Catherine Thompson, Daniel Todkill, Rashmi Wimalaratna, Matthew Inada-Kim, Nick Andrews, Victoria Tzortziou-Brown, Rachel Byford, Maria Zambon, Jamie Lopez-Bernal, Simon de Lusignan

JMIR Public Health Surveill 2024;10:e52047

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Meaningful Social Inclusion and Mental Well-Being Among Autistic Adolescents and Emerging Adults: Protocol for a Community-Based Mixed Methods Study

Darcy Jones McMaughan, Casey Lewis, Amy McGehee, Dani Noreen, Elliot Parker, Michael M Criss

JMIR Res Protoc 2024;13:e52658

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BERT-Based Neural Network for Inpatient Fall Detection From Electronic Medical Records: Retrospective Cohort Study

Cheligeer Cheligeer, Guosong Wu, Seungwon Lee, Jie Pan, Danielle A Southern, Elliot A Martin, Natalie Sapiro, Cathy A Eastwood, Hude Quan, Yuan Xu

JMIR Med Inform 2024;12:e48995

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Patient Portal Use and Risk of Readmissions in Decompensated Cirrhosis: Retrospective Study

Jeremy Louissaint, Jeffrey Gibbs, Abhishek Shenoy, Shirley Cohen-Mekelburg, Anna Lok, Elliot Tapper

JMIR Form Res 2023;7:e47080

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A Web-Based Total Worker Health Intervention for Those Fighting Wildland Fires: Mixed Methods Development and Effectiveness Trial

Kerry Kuehl, Diane Elliot, Carol DeFrancesco, Wendy McGinnis, Susanna Ek, Bharti Garg

J Med Internet Res 2023;25:e47050

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