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Decoding Digital Discourse Through Multimodal Text and Image Machine Learning Models to Classify Sentiment and Detect Hate Speech in Race- and Lesbian, Gay, Bisexual, Transgender, Queer, Intersex, and Asexual Community–Related Posts on Social Media: Quantitative Study

Thu T Nguyen, Xiaohe Yue, Heran Mane, Kyle Seelman, Penchala Sai Priya Mullaputi, Elizabeth Dennard, Amrutha S Alibilli, Junaid S Merchant, Shaniece Criss, Yulin Hswen, Quynh C Nguyen

J Med Internet Res 2025;27:e72822

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2024: A Year of Nursing Informatics Research in Review

Elizabeth Borycki

JMIR Nursing 2025;8:e74345

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Improving Recruitment Through Social Media and Web-Based Advertising to Evaluate the Genetic Risk and Long-Term Complications in Stevens-Johnson Syndrome and Toxic Epidermal Necrolysis: Community-Based Survey

Elizabeth A Williams, Michelle D Martin-Pozo, Alexis H Yu, Krystyna Daniels, Madeline Marks, April O'Connor, Elizabeth J Phillips

J Med Internet Res 2025;27:e63712

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Podcasts in Mental, Physical, or Combined Health Interventions for Adults: Scoping Review

Elizabeth M Dascombe, Philip J Morgan, Ryan J Drew, Casey P Regan, Gabrielle M Turner-McGrievy, Myles D Young

J Med Internet Res 2025;27:e63360

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Characterization and Evaluation of Department of Veterans Affairs Commission on Accreditation of Rehabilitation Facilities–Accredited Interdisciplinary Pain Rehabilitation Programs: Protocol for a Mixed Methods Program Evaluation

Jolie N Haun, Christopher A Fowler, Dustin D French, Megan C McHugh, Jacquelyn N Heuer, Lisa M Ballistrea, Rachel C Benzinger, S Angel Klanchar, Friedhelm Sandbrink, Jennifer L Murphy

JMIR Res Protoc 2025;14:e72091

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Systematic Identification of Caregivers of Patients Living With Dementia in the Electronic Health Record: Known Contacts and Natural Language Processing Cohort Study

Daniel Martin, Jason Lyons, J David Powers, Andrea E Daddato, Rebecca S Boxer, Elizabeth Bayliss, Jennifer Dickman Portz

J Med Internet Res 2025;27:e63654

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Improving Accessibility for Work Opportunities for Adults With Autism in an End-to-End Supported Workplace Program: Protocol for a Mixed Methods Cohort Study

Adam J Guastella, Lorna Hankin, Elizabeth Stratton, Nick Glozier, Elizabeth Pellicano, Vicki Gibbs

JMIR Res Protoc 2025;14:e60806

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Assessment of Heterosexual-Identified Men Who Have Sex With Men and Men of Diverse Sexual Identities: Protocol for an International, Multilingual, Online, Comparative Sexuality Study

Andrew D Eaton, Travis R Scheadler, Megan Rowe, Salem Rao, Sandra Kwan, Oliver W J Beer, Paul A Shuper, Tyrone J Curtis, Adam Busch, Daniel Vandervoort, Lauren B McInroy

JMIR Res Protoc 2025;14:e66897

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Improving Diet Quality of People Living With Obesity by Building Effective Dietetic Service Delivery Using Technology in a Primary Health Care Setting: Protocol for a Randomized Controlled Trial

Deborah A Kerr, Clare E Collins, Andrea Begley, Barbara Mullan, Satvinder S Dhaliwal, Claire E Pulker, Fengqing Zhu, Marie Fialkowski, Richard L Prince, Richard Norman, Anthony P James, Paul Aveyard, Helen Mitchell, Jacquie Garton-Smith, Megan E Rollo, Chloe Maxwell-Smith, Amira Hassan, Hayley Breare, Lucy M Butcher, Christina M Pollard

JMIR Res Protoc 2025;14:e64735

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Challenging the Continued Usefulness of Social Media Recruitment for Surveys of Hidden Populations of People Who Use Opioids

Elizabeth D Nesoff, Joseph J Palamar, Qingyue Li, Wenqian Li, Silvia S Martins

J Med Internet Res 2025;27:e63687

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