JMIR Research Protocols

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Automated Radiology Report Labeling in Chest X-Ray Pathologies: Development and Evaluation of a Large Language Model Framework

Abdullah Abdullah, Seong Tae Kim

JMIR Med Inform 2025;13:e68618

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Transformers for Neuroimage Segmentation: Scoping Review

Maya Iratni, Amira Abdullah, Mariam Aldhaheri, Omar Elharrouss, Alaa Abd-alrazaq, Zahiriddin Rustamov, Nazar Zaki, Rafat Damseh

J Med Internet Res 2025;27:e57723

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Digital Surveillance of Mental Health Care Services in Saudi Arabia: Cross-Sectional Study of National e-Referral System Data

Abdullah A Alharbi, Nawfal A Aljerian, Meshary S Binhotan, Hani A Alghamdi, Ali K Alsultan, Mohammed S Arafat, Abdulrahman Aldhabib, Yasser A Alaska, Eid B Alwahbi, Mohammed A Muaddi, Ahmad Y Alqassim, Ronnie D Horner

JMIR Public Health Surveill 2025;11:e64257

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The Prevalence of Dermoscopy Use Among Dermatology Residents in Riyadh, Saudi Arabia: Cross-Sectional Study

Abdullah Almeziny, Rahaf Almutairi, Amal Altamimi, Khloud Alshehri, Latifah Almehaideb, Asem Shadid, Mohammed Al Mashali

JMIR Dermatol 2025;8:e63861

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Augmented Reality in Enhancing Operating Room Crisis Checklist Adherence: Randomized Comparative Efficacy Study

Rayan Ebnali Harari, Abdullah Altaweel, Erik Anderson, Charles Pozner, Rafael Grossmann, Andrew Goldsmith, Hamid Shokoohi

JMIR XR Spatial Comput 2025;2:e60792

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Unveiling the Influence of AI on Advancements in Respiratory Care: Narrative Review

Mohammed M Alqahtani, Abdullah M M Alanazi, Saleh S Algarni, Hassan Aljohani, Faraj K Alenezi, Tareq F Alotaibi, Mansour Alotaibi, Mobarak K Alqahtani, Mushabbab Alahmari, Khalid S Alwadeai, Saeed M Alghamdi, Mohammed A Almeshari, Turki Faleh Alshammari, Noora Mumenah, Ebtihal Al Harbi, Ziyad F Al Nufaiei, Eyas Alhuthail, Esam Alzahrani, Husam Alahmadi, Abdulaziz Alarifi, Amal Zaidan, Taha T Ismaeil

Interact J Med Res 2024;13:e57271

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Long-Term Knowledge Retention of Biochemistry Among Medical Students in Riyadh, Saudi Arabia: Cross-Sectional Survey

All the procedures of this study have been approved by the King Abdullah International Medical Research Center institutional review board (IRB/1298/22) to ensure its compliance with King Abdullah International Medical Research Center ethical standards of research involving human participants. The participation was entirely voluntary; thus, no formal consent form was required. Students were initially provided with a clear explanation of the study’s purpose, procedures, and the use of the collected data.

Nimer Mehyar, Mohammed Awawdeh, Aamir Omair, Adi Aldawsari, Abdullah Alshudukhi, Ahmed Alzeer, Khaled Almutairi, Sultan Alsultan