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Identifying Adolescent Depression and Anxiety Through Real-World Data and Social Determinants of Health: Machine Learning Model Development and Validation

Mamoun T Mardini, Georges E Khalil, Chen Bai, Aparna Menon DivaKaran, Jessica M Ray

JMIR Ment Health 2025;12:e66665

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Subtyping Social Determinants of Health in the "All of Us" Program: Network Analysis and Visualization Study

Suresh K Bhavnani, Weibin Zhang, Daniel Bao, Mukaila Raji, Veronica Ajewole, Rodney Hunter, Yong-Fang Kuo, Susanne Schmidt, Monique R Pappadis, Elise Smith, Alex Bokov, Timothy Reistetter, Shyam Visweswaran, Brian Downer

J Med Internet Res 2025;27:e48775

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Just-In-Time Adaptive Interventions to Promote Behavioral Health: Protocol for a Systematic Review

Lauren M Henry, Morkeh Blay-Tofey, Clara E Haeffner, Cassandra N Raymond, Elizabeth Tandilashvili, Nancy Terry, Miryam Kiderman, Olivia Metcalf, Melissa A Brotman, Silvia Lopez-Guzman

JMIR Res Protoc 2025;14:e58917

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Impact of a Virtual Care Navigation Service on Member-Reported Outcomes Among Lesbian, Gay, Bisexual, Transgender, and Queer Populations: Case Study

Seul Ki Choi, Jaclyn Marshall, Patrina Sexton Topper, Andrew Pregnall, José Bauermeister

JMIR Form Res 2025;9:e64137

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Improving Affordability in Dermatology: Cost Savings in Mark Cuban Cost Plus Drug Company Versus GoodRx

Christopher G Youn, Joo Yeon Kim, Vivian B Yang, Gordon H Bae

JMIR Dermatol 2024;7:e64300

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Vaccine Certificates Must Go Digital: An Urgent Call for Better Public Health Outcomes

Jarbas Barbosa da Silva Júnior, Sebastian Garcia-Saiso, Myrna Marti, Daniel Salas, Marcela Contreras, Martha Velandia-Gonzalez, Daniel Luna, Jennifer Nelson, James Fitzgerald, Ernesto Bascolo, Ivy Lorena Talavera Romero, May Chomali, Walter H Curioso, Fernando Plazzotta, Carlos Otero, Alejandro Lopez Osornio, Tessa Lennemann, Karen Salinas, Marcelo D'Agostino

JMIR Public Health Surveill 2024;10:e65740

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Telemonitoring of Active Inflammatory Bowel Disease Using the App TECCU: Short-Term Results of a Multicenter Trial of GETECCU

Mariam Aguas, Javier Del Hoyo, Raquel Vicente, Manuel Barreiro-de Acosta, Luigi Melcarne, Alejandro Hernandez-Camba, Lucía Madero, María Teresa Arroyo, Beatriz Sicilia, María Chaparro, María Dolores Martin-Arranz, Ramón Pajares, Francisco Mesonero, Miriam Mañosa, Pilar Martinez, Silvia Chacón, Joan Tosca, Sandra Marín, Luciano Sanroman, Marta Calvo, David Monfort, Empar Saiz, Yamile Zabana, Ivan Guerra, Pilar Varela, Virginia Baydal, Raquel Faubel, Pilar Corsino, Sol Porto-Silva, Eduard Brunet, Melodi González, Ana Gutiérrez, Pilar Nos

J Med Internet Res 2024;26:e60966

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Associations of Wearable Activity Tracker Use With Physical Activity and Health Outcomes in Patients With Cancer: Findings from a Population-Based Survey Study

Weijiao Zhou, Shaomei Shang, Youmin Cho

J Med Internet Res 2024;26:e51291

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Identifying Potential Factors Associated With Racial Disparities in COVID-19 Outcomes: Retrospective Cohort Study Using Machine Learning on Real-World Data

Osama Dasa, Chen Bai, Ruba Sajdeya, Stephen E Kimmel, Carl J Pepine, Matthew J Gurka J, Reinhard Laubenbacher, Thomas A Pearson, Mamoun T Mardini

JMIR Public Health Surveill 2024;10:e54421

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School Violence Exposure as an Adverse Childhood Experience: Protocol for a Nationwide Study of Secondary Public Schools

Sonali Rajan, Navjot Buttar, Zahra Ladhani, Jennifer Caruso, John P. Allegrante, Charles Branas

JMIR Res Protoc 2024;13:e56249

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