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AI Awareness and Tobacco Policy Messaging Among US Adults: Electronic Experimental Study

Julia Mary Alber, David Askay, Anuraj Dhillon, Lauren Sandoval, Sofia Ramos, Katharine Santilena

JMIR AI 2025;4:e72987

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Evaluating Large Language Models in Ophthalmology: Systematic Review

Zili Zhang, Haiyang Zhang, Zhe Pan, Zhangqian Bi, Yao Wan, Xuefei Song, Xianqun Fan

J Med Internet Res 2025;27:e76947

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Carbon Reporting Practices in the NHS: Emissions and Omissions Relating to Artificial Intelligence

Duncan J Reynolds

J Med Internet Res 2025;27:e79174

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From Efficacy to Scale: Addressing Digital Health’s Original Sin

Trevor van Mierlo, JMIR Correspondent

J Med Internet Res 2025;27:e85878

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Impact of Connected Mental Health on the Work Environment of Mental Health Clinicians: Protocol for a Systematic Literature Review

Shweta Premanandan, Sofia Ouhbi, Magdalena Ramstedt Stadin, Charlotte Blease, Åsa Cajander, Maria Hägglund

JMIR Res Protoc 2025;14:e76668

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Application of AI Communication Training Tools in Medical Undergraduate Education: Mixed Methods Feasibility Study Within a Primary Care Context

Chris Jacobs, Hans Johnson, Nina Tan, Kirsty Brownlie, Richard Joiner, Trevor Thompson

JMIR Med Educ 2025;11:e70766

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Preprocessing Large-Scale Conversational Datasets: A Framework and Its Application to Behavioral Health Transcripts

Paz Mor Naim, Shiri Sadeh-Sharvit, Samuel Jefroykin, Eddie Silber, Dennis P Morrison, Ariel Goldstein

JMIR Form Res 2025;9:e78082

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Peer Review of “Interactive Evaluation of an Adaptive-Questioning Symptom Checker Using Standardized Clinical Vignettes (Preprint)”

Rameshwari Prasad, Prasakthi Venkatesan, Shawn Asadian, Randa Salah Gomaa Mahmoud, Uday Kumar Chalwadi, Chidi Asuzu, Benjamin Senst, J Moonga, Toba Isaac Olatoye

JMIRx Med 2025;6:e85624

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Machine Learning Applications in Population and Public Health: Guidelines for Development, Testing, and Implementation

Andrew D Pinto, Sharon Birdi, Steve Durant, Roxana Rabet, Rahul Parekh, Shehzad Ali, David Buckeridge, Marzyeh Ghassemi, Jennifer Gibson, Ava John-Baptiste, Jillian Macklin, Melissa D McCradden, Kwame McKenzie, Parisa Naraei, Akwasi Owusu-Bempah, Laura C Rosella, James Shaw, Ross Upshur, Sharmistha Mishra

JMIR Public Health Surveill 2025;11:e68952

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Predicting Postoperative Recurrence Using a Support Vector Machine for Patients With Esophageal Squamous Cell Carcinoma: Machine Learning Modeling Development and Validation Study

Meng Qing Xu, Zhi Sheng Jiang, Wan Yu Liao, Ying Kang, Xiao Yue Feng, Kang Jiang, Qiong Jiang, Zhuang Zhuang Cong, Jing Luo, Lin Wu, Yi Shen, Fang Yu Wang

JMIR Cancer 2025;11:e68027

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