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Large Language Models in Summarizing Radiology Report Impressions for Lung Cancer in Chinese: Evaluation Study

Large Language Models in Summarizing Radiology Report Impressions for Lung Cancer in Chinese: Evaluation Study

For instance, Liu et al [22] assessed 29 different LLMs for generating impressions from radiological reports, using open-source datasets such as the MIMIC-CXR and Open I datasets. However, their study was limited to English x-ray reports and relied solely on automatic quantitative evaluation.

Danqing Hu, Shanyuan Zhang, Qing Liu, Xiaofeng Zhu, Bing Liu

J Med Internet Res 2025;27:e65547

Web-Based Human Papillomavirus Education and Professional Skills Intervention for Health Care Providers: Protocol for a Randomized Controlled Trial

Web-Based Human Papillomavirus Education and Professional Skills Intervention for Health Care Providers: Protocol for a Randomized Controlled Trial

Participants will be excluded from the study if they are not affiliated with the El Paso United States–Mexico border region, have not previously participated in phases I or II of the larger parent research project, do not identify as a current or emerging health care provider, decline or are unable to participate in the full intervention and follow-up time points, or are unable to complete participation and activities in the English language.

Jacob Martinez, Jacquelin I Cordero, Meagan Whitney, Katie L LaRoche, Gabriel Frietze, Eva M Moya, Kristin Gosselink

JMIR Res Protoc 2025;14:e60790

A Remote Intervention Based on mHealth and Community Health Workers for Antiretroviral Therapy Adherence in People With HIV: Pilot Randomized Controlled Trial

A Remote Intervention Based on mHealth and Community Health Workers for Antiretroviral Therapy Adherence in People With HIV: Pilot Randomized Controlled Trial

And so I feel like the Clever Cap helped me with that...It does remind me, because I always see it, versus me keeping it in a white bottle. When I see the Clever Cap on my dresser, it just reminds me. “Okay, it’s time to take your medicine.”...The functions of the Clever Cap were easy to use. I didn’t have to charge it many times. I charged it once. It’s very easy. It reminded me to take my medicine. I really, really appreciated that. I just love it. It’s very easy.

Shivesh Shourya, Jianfang Liu, Sophia McInerney, Trinity Casimir, James Kenniff, Trace Kershaw, David Batey, Rebecca Schnall

JMIR Form Res 2025;9:e67997

Perspectives of Adolescents and Young Adults With Inflammatory Bowel Disease on a Biopsychosocial Transition Intervention: Qualitative Interview Study

Perspectives of Adolescents and Young Adults With Inflammatory Bowel Disease on a Biopsychosocial Transition Intervention: Qualitative Interview Study

One participant shared: I look at [transition] as me having to know a lot about myself, especially where I am with my health. At the end of the day, my mother has to stop bringing me to the appointments, I can't bring her all the time, right? Because it’s that independent thing that comes in. So I think it’s just a learning experience about myself, learning about where I am with my health, knowing everything that I need to know for myself so I don't have to depend on anybody else to know it for me.

Brooke Allemang, Ashleigh Miatello, Mira Browne, Melanie Barwick, Pranshu Maini, Joshua Eszczuk, Chetan Pandit, Tandeep Sadhra, Laura Forhan, Natasha Bollegala, Nancy Fu, Kate Lee, Emily Dekker, Irina Nistor, Sara Ahola Kohut, Laurie Keefer, Anne Marie Griffiths, Thomas D Walters, Samantha Micsinszki, David R Mack, Sally Lawrence, Karen I Kroeker, Jacqueline de Guzman, Aalia Tausif, Claudia Tersigni, Samantha J Anthony, Eric I Benchimol

JMIR Pediatr Parent 2025;8:e64618

Adoption of Large Language Model AI Tools in Everyday Tasks: Multisite Cross-Sectional Qualitative Study of Chinese Hospital Administrators

Adoption of Large Language Model AI Tools in Everyday Tasks: Multisite Cross-Sectional Qualitative Study of Chinese Hospital Administrators

I had no idea these tools existed until a colleague mentioned it during a meeting. I wasn’t sure how it worked, and without any formal introduction or training, it felt intimidating to even try... Technology isn’t my strong suit, and I need some support before I can confidently use something like this. It’s not that I don’t like technology. I just don’t have the prior knowledge to understand it easily... It’s hard to even know where to start.

Jun Chen, Yu Liu, Peng Liu, Yiming Zhao, Yan Zuo, Hui Duan

J Med Internet Res 2025;27:e70789