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The Lifecycle of Electronic Health Record Data in HIV-Related Big Data Studies: Qualitative Study of Bias Instances and Potential Opportunities for Minimization

Arielle N'Diaye, Shan Qiao, Camryn Garrett, George Khushf, Jiajia Zhang, Xiaoming Li, Bankole Olatosi

J Med Internet Res 2025;27:e71388

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Insights From a Mixed Methods Analysis of 3 Health Technologies Used in Patients With Parkinson Disease: Mixed Methods Study

Daniel Pérez-Rangel, Mariana H G Monje, Sylvie Grosjean, Martin Srp, Laura Antunes, Raquel Bouça-Machado, Ricardo Cacho, Sergio Domínguez Rodríguez, John Inocentes, Timothy Lynch, Argyri Tsakanika, Dimitrios Fotiadis, George Rigas, Evžen Růžička, Joaquim J Ferreira, Angelo Antonini, Norberto Malpica, Tiago Mestre, Álvaro Sánchez-Ferro, iCARE-PD Consortium

J Med Internet Res 2025;27:e67986

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Virtual Reality Interventions of Daily Versus Weekly Data Collection in Patient-Reported Outcomes Among Adults With Cancer: Pilot Survey Study

Matthew Browning, Olivia McAnirlin, Fu Li, Jeffrey Bertrand, Denise Davis, Kapil Madathil, George Fredric Mau, Teny Henry Gomez

JMIR Form Res 2025;9:e73506

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Family Caregivers of Individuals With Neuromuscular Disease Participating in a Randomized Controlled Trial of a Digital Peer Support Program: Nested Qualitative Study

Samantha Mekhuri, Craig Dale, Francine Buchanan, Nouma Hammash, Munazzah Ambreen, Sian Saha, Louise Rose, Reshma Amin

J Med Internet Res 2025;27:e72141

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Leveraging AI to Investigate Child Maltreatment Text Narratives: Promising Benefits and Addressable Risks

Wilson Lukmanjaya, Tony Butler, Sarah Cox, Oscar Perez-Concha, Leah Bromfield, George Karystianis

JMIR Pediatr Parent 2025;8:e73579

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Exploring the Perceptions of Voice-Assisted Technology as a Tool for Speech and Voice Difficulties: Focus Group Study Among People With Parkinson Disease and Their Carers

Jodie Mills, Orla Duffy, Katy Pedlow, George Kernohan

JMIR Rehabil Assist Technol 2025;12:e75316

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Language Models for Multilabel Document Classification of Surgical Concepts in Exploratory Laparotomy Operative Notes: Algorithm Development Study

Jeremy A Balch, Sasank S Desaraju, Victoria J Nolan, Divya Vellanki, Timothy R Buchanan, Lindsey M Brinkley, Yordan Penev, Ahmet Bilgili, Aashay Patel, Corinne E Chatham, David M Vanderbilt, Rayon Uddin, Azra Bihorac, Philip Efron, Tyler J Loftus, Protiva Rahman, Benjamin Shickel

JMIR Med Inform 2025;13:e71176

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Perspectives of Health Care Professionals on the Use of AI to Support Clinical Decision-Making in the Management of Multiple Long-Term Conditions: Interview Study

Jennifer Cooper, Shamil Haroon, Francesca Crowe, Krishnarajah Nirantharakumar, Thomas Jackson, Leah Fitzsimmons, Eleanor Hathaway, Sarah Flanagan, Tom Marshall, Louise J Jackson, Niluka Gunathilaka, Alexander D'Elia, Simon George Morris, Sheila Greenfield

J Med Internet Res 2025;27:e71980

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A Unique Way to Axe the Fax Through Using Business Automation Workflow to Expedite eReferral Adoption, Bridging eReferral, and Fax: Proof-of-Concept Study

Zhigang Tian, Kayla Wierts, Lirije Hyseni, Beth Gerritsen, Kim Lynch, Russell Buchanan, Mohamed Alarakhia

JMIR Med Inform 2025;13:e62983

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Validation and Comparison of Pediatric Appendicitis Scores and Management Strategies (Project SPASMS): Protocol for a Prospective Multicenter Observational Study

Wei Hao Lee, Sharon O'Brien, Elizabeth J Mckinnon, Simon Craig, Stuart Dalziel, Michael Collin, Natalie Phillips, Franz E Babl, Sarah Julia Davidson, Shane George, Shefali Jani, Doris Tham, Viet Tran, Meredith L Borland

JMIR Res Protoc 2025;14:e67941

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