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Unsupervised Deep Learning of Electronic Health Records to Characterize Heterogeneity Across Alzheimer Disease and Related Dementias: Cross-Sectional Study

Matthew West, You Cheng, Yingnan He, Yu Leng, Colin Magdamo, Bradley T Hyman, John R Dickson, Alberto Serrano-Pozo, Deborah Blacker, Sudeshna Das

JMIR Aging 2025;8:e65178

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Development of a Framework for Youth- and Family-Specific Engagement in Research: Proposal for a Scoping Review and Qualitative Descriptive Study

Sarah E P Munce, Clementine Jarrett, Vjura Senthilnathan, Dorothy Luong, Brooke Allemang, Katherine Bailey, Elaine Biddiss, Maria T Britto, Francine Buchanan, Christine Cassidy, Andrea Cross, Jessie Cunningham, Gina Dimitropoulos, Scott E Hadland, Monika Kastner, Tieghan Killackey, Kristina Kokorelias, Colin Macarthur, Samantha Micsinszki, Chavon Niles, F Virginia Wright, Alene Toulany

JMIR Res Protoc 2025;14:e65733

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Use of Wearable Transdermal Alcohol Sensors for Monitoring Alcohol Consumption After Detoxification With Contingency Management: Pilot Randomized Feasibility Trial

Eileen Brobbin, Colin Drummond, Stephen Parkin, Paolo Deluca

JMIR Hum Factors 2025;12:e64664

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Peer Review of “Predicting Escalation of Care for Childhood Pneumonia Using Machine Learning: Retrospective Analysis and Model Development”

Colin Rogerson

JMIRx Med 2025;6:e71100

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Recent Use of Novel Data Streams During Foodborne Illness Cluster Investigations by the United States Food and Drug Administration: Qualitative Review

Michael C Bazaco, Christina K Carstens, Tiffany Greenlee, Tyann Blessington, Evelyn Pereira, Sharon Seelman, Stranjae Ivory, Temesgen Jemaneh, Margaret Kirchner, Alvin Crosby, Stelios Viazis, Sheila van Twuyver, Michael Gwathmey, Tanya Malais, Oliver Ou, Stephanie Kenez, Nichole Nolan, Andrew Karasick, Cecile Punzalan, Colin Schwensohn, Laura Gieraltowski, Cary Chen Parker, Erin Jenkins, Stic Harris

JMIR Public Health Surveill 2025;11:e58797

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Assessing the Feasibility and Utility of Patient-Specific 3D Advanced Visualization Modeling in Cerebrovascular Disease: Retrospective Analysis and Prospective Survey Pilot Study

Korak Sarkar, Vishal Bhimarasetty, Abdul Rahim, Colin Curtis, Kimberly Hughes

JMIR Form Res 2025;9:e51939

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Performance of an Electronic Health Record–Based Automated Pulmonary Embolism Severity Index Score Calculator: Cohort Study in the Emergency Department

Elizabeth Joyce, James McMullen, Xiaowen Kong, Connor O'Hare, Valerie Gavrila, Anthony Cuttitta, Geoffrey D Barnes, Colin F Greineder

JMIR Med Inform 2025;13:e58800

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Improving Social Media-Based Support Groups for the Rare Disease Community: Interview Study With Patients and Parents of Children with Rare and Undiagnosed Diseases

Tom A Doyle, Samantha L Vershaw, Erin Conboy, Colin M E Halverson

JMIR Hum Factors 2024;11:e57833

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Expanding a Health Technology Solution to Address Therapist Challenges in Implementing Homework With Adult Clients: Mixed Methods Study

Brian E Bunnell, Kaitlyn R Schuler, Julia Ivanova, Lea Flynn, Janelle F Barrera, Jasmine Niazi, Dylan Turner, Brandon M Welch

JMIR Hum Factors 2024;11:e56567

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Barriers and Facilitators of International Health Care Students’ Well-Being in Higher Education: Protocol for a Systematic Integrative Review

Yao Xie, Kayode Philip Fadahunsi, Paul Flynn, Simon Taylor-Robinson, Joseph Gallagher, Walter Cullen, John O'Donoghue

JMIR Res Protoc 2024;13:e59927

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