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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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Stress and Hypertension Among African American Female Family Caregivers of Persons Living With Alzheimer Disease and Related Dementias: Protocol for a Pilot Internet-Based Randomized Controlled Trial

Kathy D Wright, Ingrid K Richards Adams, Nathan P Helsabeck, Karen M Rose, Karen O Moss, Donya Nemati, Navia Palmer, Bohyun Kim, Sunita Pokhrel Bhattarai, Christopher Nguyen, Daniel Addison, Maryanna D Klatt

JMIR Res Protoc 2025;14:e66975

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Theory-Based Social Media Intervention for Nonmedical Use of Prescription Opioids in Young Adults: Protocol for a Randomized Controlled Trial

Cheuk Chi Tam, Sean D Young, Sayward Harrison, Xiaoming Li, Alain H Litwin

JMIR Res Protoc 2025;14:e65847

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Treatment of Substance Use Disorders With a Mobile Phone App Within Rural Collaborative Care Management (Senyo Health): Protocol for a Mixed Methods Randomized Controlled Trial

Tyler S Oesterle, Nicholas L Bormann, Margaret M Paul, Scott A Breitinger, Benjamin Lai, Jamie L Smith, Cindy J Stoppel, Stephan Arndt, Mark D Williams

JMIR Res Protoc 2025;14:e65693

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Supporting Physical and Mental Health in Rural Veterans Living With Heart Failure: Protocol for a Nurse-Led Telephone Intervention Study

Lucinda J Graven, Laurie Abbott, Josef V Hodgkins, Thomas Ledermann, M Bryant Howren

JMIR Res Protoc 2025;14:e63498

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Data Parameters From Participatory Surveillance Systems in Human, Animal, and Environmental Health From Around the Globe: Descriptive Analysis

Carrie McNeil, Nomita Divi, Charles Thomas Bargeron IV, Andrea Capobianco Dondona, Kacey C Ernst, Angela S Gupta, Olukayode Fasominu, Lucy Keatts, Terra Kelly, Onicio B Leal Neto, May O Lwin, Mvuyo Makhasi, Eric Beda Mutagahywa, Diego Montecino-Latorre, Sarah Olson, Pranav S Pandit, Daniela Paolotti, Matt C Parker, Muhammad Haiman Samad, Kara Sewalk, Anita Sheldenkar, Lertrak Srikitjakarn, Channé Suy Lan, Michael Wilkes, Terdsak Yano, Mark Smolinski

JMIR Public Health Surveill 2025;11:e55356

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Dying in Darkness: Deviations From Data Sharing Ethics in the US Public Health System and the Data Genocide of American Indian and Alaska Native Communities

Cason D Schmit, Meghan Curry O’Connell, Sarah Shewbrooks, Charles Abourezk, Fallon J Cochlin, Megan Doerr, Hye-Chung Kum

J Med Internet Res 2025;27:e70983

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Differences in Telemedicine Use for Patients With Diabetes in an Academic Versus Safety Net Health System: Retrospective Cohort Study

Jonathan J Shih, Magdalene Kuznia, Sarah Nouri, Elizabeth B Sherwin, Kathryn E Kemper, Anna D Rubinsky, Courtney R Lyles, Elaine C Khoong

J Med Internet Res 2025;27:e64635

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Impact of Social Media Influencers on Amplifying Positive Public Health Messages

Gerard Thomas Flaherty, Ryan Michael Mangan

J Med Internet Res 2025;27:e73062

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Public Disclosure of Results From Artificial Intelligence/Machine Learning Research in Health Care: Comprehensive Analysis of ClinicalTrials.gov, PubMed, and Scopus Data (2010-2023)

Shoko Maru, Ryohei Kuwatsuru, Michael D Matthias, Ross J Simpson Jr

J Med Internet Res 2025;27:e60148

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