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Harnessing Moderate-Sized Language Models for Reliable Patient Data Deidentification in Emergency Department Records: Algorithm Development, Validation, and Implementation Study

Océane Dorémus, Dylan Russon, Benjamin Contrand, Ariel Guerra-Adames, Marta Avalos-Fernandez, Cédric Gil-Jardiné, Emmanuel Lagarde

JMIR AI 2025;4:e57828

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A Game-Based Mechatronic Device for Digital Rehabilitation of Hand Function After a Stroke: Design, Prototyping, and Feasibility Study

Anuprita Kanitkar, Nariman Sepehri, Ariel Lezen, Sanjay Tejraj Parmar, Cherry Kit-Fong Hin, Tony Joseph Szturm

JMIR Neurotech 2025;4:e67779

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Introducing Novel Methods to Identify Fraudulent Responses (Sampling With Sisyphus): Web-Based LGBTQ2S+ Mixed-Methods Study

Kinnon Ross MacKinnon, Naail Khan, Katherine M Newman, Wren Ariel Gould, Gin Marshall, Travis Salway, Annie Pullen Sansfaçon, Hannah Kia, June SH Lam

J Med Internet Res 2025;27:e63252

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A 4-Site Public Deliberation Project on the Acceptability of Youth Self-Consent in Biomedical HIV Prevention Trials: Assessment of Facilitator Fidelity to Key Principles

Claire Burke Draucker, Andrés Carrión, Mary A Ott, Ariel I Hicks, Amelia Knopf

JMIR Form Res 2025;9:e58451

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Sign Language Recognition System for Deaf Patients: Protocol for a Systematic Review

Milena Soriano Marcolino, Lucca Fagundes Ramos Oliveira, Lucas Rocha Valle, Luiza Marinho Motta Santa Rosa, Zilma Silveira Nogueira Reis, Thiago Barbabela de Castro Soares, Elidéa Lúcia Almeida Bernardino, Raniere Alislan Almeida Cordeiro, Raquel Oliveira Prates, Mario Fernando Montenegro Campos

JMIR Res Protoc 2025;14:e55427

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Improving How Caregivers of People Living With Dementia Are Identified in the Electronic Health Record: Qualitative Study and Exploratory Chart Review

Ariel R Green, Cynthia M Boyd, Rosalphie Quiles Rosado, Andrea E Daddato, Kathy S Gleason, Tobie E Taylor McPhail, Marcela D Blinka, Nancy L Schoenborn, Jennifer L Wolff, Elizabeth A Bayliss, Rebecca S Boxer

JMIR Aging 2024;7:e59584

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Sustainability of Interprofessional Education: Protocol for a Scoping Review

Nathalia Hanany Silva de Oliveira, Renata Fonsêca Sousa de Oliveira, Juliana Pontes Soares, Janete Lima de Castro

JMIR Res Protoc 2024;13:e60763

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Exploring Racial Disparities in Awareness and Perceptions of Oncology Clinical Trials: Cross-Sectional Analysis of Baseline Data From the mychoice Study

Ariel Hoadley, Linda Fleisher, Cassidy Kenny, Patrick JA Kelly, Xinrui Ma, Jingwei Wu, Carmen Guerra, Amy E Leader, Mohammed Alhajji, Paul D’Avanzo, Zoe Landau, Sarah Bauerle Bass

JMIR Cancer 2024;10:e56048

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Implementation of Artificial Intelligence–Based Diabetic Retinopathy Screening in a Tertiary Care Hospital in Quebec: Prospective Validation Study

Fares Antaki, Imane Hammana, Marie-Catherine Tessier, Andrée Boucher, Maud Laurence David Jetté, Catherine Beauchemin, Karim Hammamji, Ariel Yuhan Ong, Marc-André Rhéaume, Danny Gauthier, Mona Harissi-Dagher, Pearse A Keane, Alfons Pomp

JMIR Diabetes 2024;9:e59867

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Agreement Between Apple Watch and Actical Step Counts in a Community Setting: Cross-Sectional Investigation From the Framingham Heart Study

Nicole L Spartano, Yuankai Zhang, Chunyu Liu, Ariel Chernofsky, Honghuang Lin, Ludovic Trinquart, Belinda Borrelli, Chathurangi H Pathiravasan, Vik Kheterpal, Christopher Nowak, Ramachandran S Vasan, Emelia J Benjamin, David D McManus, Joanne M Murabito

JMIR Biomed Eng 2024;9:e54631

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