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Machine Learning Models to Predict Risk of Maternal Morbidity and Mortality From Electronic Medical Record Data: Scoping Review

Lavanya Vasudevan, Mohammad Golam Kibria, Lauren M Kucirka, Karl Shieh, Mian Wei, Safoora Masoumi, Subha Balasubramanian, Ashley Victor, Jamie L Conklin, Metin Nafi Gurcan, Alison M Stuebe, David Page

J Med Internet Res 2025;27:e68225

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Validation of the Perceived Barriers to Antiretroviral Therapy Adherence (PEDIA) Scale Among Gay, Bisexual, and Other Men Who Have Sex With Men and Transgender and Nonbinary Persons: Cross-Sectional Study

Victor C Matos, Dyego Carlos Araújo, Thiago S Torres, Paula M Luz

JMIR Public Health Surveill 2025;11:e67005

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Suicide Risk Screening in Jails: Protocol for a Pilot Study Leveraging the Mental Health Research Network Algorithm and Health Care Data

Erin B Comartin, Grant Victor, Athena Kheibari, Brian K Ahmedani, Bethany Hedden-Clayton, Richard N Jones, Ted R Miller, Jennifer E Johnson, Lauren M Weinstock, Sheryl Kubiak

JMIR Res Protoc 2025;14:e68517

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Causal AI Recommendation System for Digital Mental Health: Bayesian Decision-Theoretic Analysis

Mathew Varidel, Victor An, Ian B Hickie, Sally Cripps, Roman Marchant, Jan Scott, Jacob J Crouse, Adam Poulsen, Bridianne O'Dea, Sarah McKenna, Frank Iorfino

J Med Internet Res 2025;27:e71305

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Improving Access to and Delivery of Maternal Health Care Services to Prevent Postpartum Hemorrhage in Selected States in Nigeria: Human-Centered Design Study

Bosun Tijani, Uchenna Igbokwe, Temi Filani, Adefemi Adewemimo, Lola Ameyan, Martins Iyekekpolor, Steven Karera, Olatunji Oluyide, Emmanuela Ezike, Temidayo Akinreni, Obruche Ogefere, Victor Adetimilehin, Valentine Amasiatu, Chukwunonso Nwaokorie, Naanma Kangkum, Olufunke Fasawe, Eric Aigbogun Jr

JMIR Hum Factors 2025;12:e58577

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Evaluating Clinical Outcomes and Physician Adoption of Telemedicine for Chronic Disease Management: Population-Based Retrospective Cohort Study

Ido Peles, Lena Novack, Shosh Peleg, Eran Levanon, Michal Gordon, Mariya Abayev, Victor Novack, Shlomi Codish

J Med Internet Res 2025;27:e66499

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Recruiting Medical, Dental, and Biomedical Students as First Responders in the Immediate Aftermath of the COVID-19 Pandemic: Prospective Follow-Up Study

The objective of this study was to determine the impact of the modifications proposed by Taramarcaz et al [16] on first responder recruitment. This prospective follow-up study was conducted between November 2021 and March 2022 and followed a structure and sequence similar to that described by Taramarcaz et al [16]. The study platform used for the initial study was reset and reused for this follow-up study.

Nicolas Schnetzler, Victor Taramarcaz, Tara Herren, Eric Golay, Simon Regard, François Mach, Amanta Nasution, Robert Larribau, Melanie Suppan, Eduardo Schiffer, Laurent Suppan