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Natural Language Processing for Identification of Hospitalized People Who Use Drugs: Cohort Study

Taisuke Sato, Emily D Grussing, Ruchi Patel, Jessica Ridgway, Joji Suzuki, Benjamin Sweigart, Robert Miller, Alysse G Wurcel

JMIR AI 2025;4:e63147

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Identifying People Living With or Those at Risk for HIV in a Nationally Sampled Electronic Health Record Repository Called the National Clinical Cohort Collaborative: Computational Phenotyping Study

Eric Hurwitz, Cara D Varley, A Jerrod Anzolone, Vithal Madhira, Amy L Olex, Jing Sun, Dimple Vaidya, Nada Fadul, Jessica Y Islam, Lesley E Jackson, Kenneth J Wilkins, Zachary Butzin-Dozier, Dongmei Li, Sandra E Safo, Julie A McMurry, Pooja Maheria, Tommy Williams, Shukri A Hassan, Melissa A Haendel, Rena C Patel, The National Clinical Cohort Collaborative (N3C) Consortium

JMIR Med Inform 2025;13:e68143

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Correction: “Impact of Virtual Care With Remote Automated Monitoring on the Rate of Acute Hospital Care Post Discharge and Index Length of Hospital Stay: Protocol for the Post Discharge After Surgery Virtual Care With Remote Automated Monitoring Technology 3 (PVC-RAM-3) Trial”

Sandra Ofori, Michael H McGillion, Flavia K Borges, Carley Ouellette, Ameen Patel, David Conen, Maura Marcucci, Michael Ke Wang, Lily Jaeyoung Park, Conor Bell, Jennifer Lounsbury, Kanae Nagatani, Vikas Tandon, Trevor J Wilkieson, Ahraaz Wyne, Valerie Harvey, Stephanie Harrison, Rahima Nenshi, Jessica Bogach, John Harlock, Margherita Cadeddu, Shawn Forbes, Shariq Haider, Reza D Mirza, Sunita Narang, Clare J Reade, Daniel M Tushinski, Amit Raut, Samir Raza, Ted Scott, Anthony Adili, Jeremy Petch, PJ Devereaux

J Med Internet Res 2025;27:e78893

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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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Corticospinal Intermittent Theta Burst Stimulation Propelling Sensorimotor Function Recovery in Complete Spinal Cord Injury: Protocol for a Randomized Controlled Trial

Deeksha Patel, Rohit Banerjee, Kamran Farooque, Deepak Gupta, Bhavuk Garg, Nand Kumar, Kanwal Preet Kochhar, Suman Jain

JMIR Res Protoc 2025;14:e66531

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Understanding Barriers to Home Safety Assessment Adoption in Older Adults: Qualitative Human-Centered Design Study

Jonathan J Lee, Devika Patel, Meghana Gadgil, Simone Langness, Christiana Dagmar von Hippel, Amanda Sammann

JMIR Hum Factors 2025;12:e66854

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Strengthening Immunization Data: Protocol for the Evaluation of an Electronic Immunization Register

Meru Sheel, Cyra Patel, Gemma Saravanos, Michelle Lynch, Adeline Tinessia, Niramonh Chanlivong, Mathida Thongseng, Praveena Gunaratnam, Chansay Pathammavong, Kongxay Phounphenghack, Yongjoon Park, Sisouveth Norasingh, Dheeraj Bhatt, Nyambat Batmunkh, Marcela Contreras, M. Carolina Danovaro-Holliday

JMIR Res Protoc 2025;14:e65663

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Characterizing Behaviors That Influence the Implementation of Digital-Based Interventions in Health Care: Systematic Review

Sajan B Patel, Fahad M Iqbal, Kyle Lam, Amish Acharya, Hutan Ashrafian, Ara Darzi

J Med Internet Res 2025;27:e56711

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Impact of Virtual Care With Remote Automated Monitoring on the Rate of Acute Hospital Care Post Discharge and Index Length of Hospital Stay: Protocol for the Post Discharge After Surgery Virtual Care With Remote Automated Monitoring Technology 3 (PVC-RAM-3) Trial

Sandra Ofori, Michael H McGillion, Flavia K Borges, Carley Ouellette, Ameen Patel, David Conen, Maura Marcucci, Michael Ke Wang, Lily Jaeyoung Park, Conor Bell, Jennifer Lounsbury, Kanae Nagatani, Vikas Tandon, Trevor J Wilkieson, Ahraaz Wyne, Valerie Harvey, Stephanie Harrison, Rahima Nenshi, Jessica Bogach, John Harlock, Margherita Cadeddu, Shawn Forbes, Shariq Haider, Reza D Mirza, Sunita Narang, Clare J Reade, Daniel M Tushinski, Amit Raut, Samir Raza, Ted Scott, Anthony Adili, Jeremy Petch, PJ Devereaux

JMIR Res Protoc 2025;14:e72672

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Mindfulness-Based Cognitive Therapy for Life (MBCT-L) Versus Stress Reduction Psychoeducation (SRP) for the Improvement of Mental Well-Being in Health Care and Other Public Sector Staff: Protocol for the Well at Work Randomized Controlled Trial

Elena Nixon, Shireen Patel, Priya Patel, James Roe, Neil Nixon, Tim Sweeney, Paul Bernard, Clara Strauss, Michael P Craven, Sam Malins, Rob Goodwin, Laurence Astill Wright, Boliang Guo, Richard Morriss

JMIR Res Protoc 2025;14:e67695

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