Vulnerable Populations in Health Research

Developing an Equitable Machine Learning–Based Music Intervention for Older Adults At Risk for Alzheimer Disease: Protocol for Algorithm Development and Validation

Chelsea S Brown, Luna Dziewietin, Virginia Partridge, Jennifer Rae Myers

JMIR Res Protoc 2025 (Aug 07); 14:e73711

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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 (Aug 07); 27:e71388

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Representation of Psoriasis on the Web for Patients With Skin of Color

Daniel Nguyen, Van Le, Derek Nguyen, Vy Han

JMIR Dermatol 2025 (Aug 05); 8:e69026

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Role and Use of Race in Artificial Intelligence and Machine Learning Models Related to Health

Martin C Were, Ang Li, Bradley A Malin, Zhijun Yin, Joseph R Coco, Benjamin X Collins, Ellen Wright Clayton, Laurie L Novak, Rachele Hendricks-Sturrup, Abiodun O Oluyomi, Shilo Anders, Chao Yan

J Med Internet Res 2025 (Jul 31); 27:e73996

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Factors Associated With Portal and Telehealth Uptake and Use in a Minoritized, Low-Income Community: Mixed Methods Study

Robin T Higashi, Emily C Repasky, Antara Gupta, MinJae Lee, Catherine M DesRoches, Aimee Israel, Sandi L Pruitt

JMIR Form Res 2025 (Jul 31); 9:e70146

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Estimating the Population Size of People Who Inject Drugs in 3 Cities in Zambia: Capture-Recapture, Successive Sampling, and Bayesian Consensus Estimation Methods

Lauren Parmley, Giles Reid, Joyce J Neal, Brave Hanunka, Leigh Tally, Lophina Chilukutu, Tepa Nkumbula, Chipili Mulemfwe, Lazarous Chelu, Ray Handema, John Mwale, Kennedy Mutale, Lloyd Mulenga, Anne F McIntyre, Neena M Philip, Hannah Chung, Maria Lahuerta

JMIR Public Health Surveill 2025 (Jul 30); 11:e66551

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Exploring a Shared History of Colonization, Historical Trauma, and Links to Alcohol Use With Native Hawaiians: Qualitative Study

Cynthia Taylor Greywolf, Donna Marie Palakiko, Pallav Pokhrel, Elizabeth A Vandewater, Merle Kataoka-Yahiro, John Casken

Asian Pac Isl Nurs J 2025 (Jul 29); 9:e68106

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Patient Portal Registrations at a Swiss Tertiary Referral Hospital Over the Course of the COVID-19 Pandemic: Retrospective Data Analysis

Anita D Linke, Amanda Franklin-Ryan, Angela Horn, Patrick E Beeler, Balthasar L Hug

J Med Internet Res 2025 (Jul 28); 27:e56961

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Predictors and Correlates of Depression and Anxiety Symptom Trajectories in a Large Digital Mental Health Provider: Retrospective Analysis of Data From Rula Health

Kelsey Lynn McAlister, Lara Baez, Douglas Newton, Sam Seiniger, Amy Pearlman, Allie Woodhouse, Jennifer Huberty

J Med Internet Res 2025 (Jul 25); 27:e75750

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Exploring Ways to Reduce Heavy Drinking by Increasing Hope Among Midlife Women in Australia: Protocol for a Mixed Methods Study

Paul R Ward, Megan Warin, Sarah MacLean, Belinda Lunnay, Catherine Palmer, Samantha Meyer, Tonda Hughes, Antonia Lyons, Emily Nicholls

JMIR Res Protoc 2025 (Jul 24); 14:e72628

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Design and Validation of a Chatbot-Based Cervical Cancer Screening Decision Aid for Women Experiencing Socioeconomic Disadvantage: User-Centered Approach Study

Alice Le Bonniec, Catherine Sauvaget, Eric Lucas, Abdelhak Nassiri, Farida Selmouni

JMIR Cancer 2025 (Jul 24); 11:e70251

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A Supplemental Women’s Health Questionnaire for Women Veterans With Military Environmental Exposures: Project Development and Implementation

Leah N Eizadi, Mehret T Assefa, Jordan M Nechvatal, G Marina Veltkamp, Abou Ibrahim-Biangoro, Maheen M Adamson, Jennifer S Jennings

JMIR Form Res 2025 (Jul 24); 9:e73223

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Falls Prevention Among Older Adults in Rural Communities: Protocol for a Scoping Review

Megan Funk, Juanita-Dawne Bacsu, Melba Sheila D’Souza, Anila Virani, Zahra Rahemi, Matthew Lee Smith

JMIR Res Protoc 2025 (Jul 21); 14:e63716

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Influence of Personal Traits, Social Relationships, and External Resources on the Development of Emotional Resilience in Children From East London: Protocol for an Observational Accelerated Longitudinal Cohort Study

Francois van Loggerenberg, Milena Nikolajeva, Daniele Porricelli, Imogen Hensler, Aisling Murray, Eleanor Keiller, Julia Michalek, Dennis Ougrin, Jennifer Y F Lau

JMIR Res Protoc 2025 (Jul 08); 14:e70797

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A Multipronged, Community-Partnered Intervention (The TALK) to Improve Parent-Adolescent Communication About Sexual Health and Racial Discrimination Among Black Male Adolescents and Young Adults and Their Caregivers: Protocol for a Feasibility and Acceptability Study

Schenita D Randolph, Ragan Johnson, Maralis Emerson, Jolie S Jemmott, Elizabeth Jeter, Allison Johnson

JMIR Res Protoc 2025 (Jul 08); 14:e67403

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Recruiting Asian Americans for Online Studies: Methodological Systematic Review

Fang Lei, Fei-fei Huang, Ying Jiang

J Med Internet Res 2025 (Jul 03); 27:e71765

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How Women Discuss Heavy Menstrual Bleeding in Online Forums (“It’s Like Revenge of the Uterus”): Template Approach to Thematic Analysis

Emily Jade Young, Heather Mary Kirk

J Med Internet Res 2025 (Jul 02); 27:e73532

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Associations Among Minority Stress, Allostatic Load, and Drug and Alcohol Use in Sexual Minorities: Protocol for the Queer Health Study—a Longitudinal Feasibility Evaluation

Nathan Grant Smith, Tzuan A Chen, Robert-Paul Juster, Ezemenari M Obasi, Jacob S Crocker

JMIR Res Protoc 2025 (Jun 27); 14:e73070

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Suicide Risk Screening in Jails: Protocol for a Pilot Study Leveraging the Mental Health Research Network Algorithm and Health Care Data

Erin B Comartin, Grant Victor, Athena Kheibari, Brian K Ahmedani, Bethany Hedden-Clayton, Richard N Jones, Ted R Miller, Jennifer E Johnson, Lauren M Weinstock, Sheryl Kubiak

JMIR Res Protoc 2025 (Jun 25); 14:e68517

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Virtual Diabetes Prevention Program Tailored to Increase Participation of Black and Latino Men: Protocol for a Randomized Controlled Trial

Earle C Chambers, Elizabeth A Walker, Clyde Schechter, Eric Gil, Terysia Herbert, Katelyn Diaz, Jeffrey Gonzalez

JMIR Res Protoc 2025 (Jun 24); 14:e64405

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