Published on in Vol 12 (2024)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/55799, first published .
Evaluating Large Language Models for Automated Reporting and Data Systems Categorization: Cross-Sectional Study

Evaluating Large Language Models for Automated Reporting and Data Systems Categorization: Cross-Sectional Study

Evaluating Large Language Models for Automated Reporting and Data Systems Categorization: Cross-Sectional Study

Journals

  1. Irmici G, Cozzi A, Della Pepa G, De Berardinis C, D’Ascoli E, Cellina M, Cè M, Depretto C, Scaperrotta G. How do large language models answer breast cancer quiz questions? A comparative study of GPT-3.5, GPT-4 and Google Gemini. La radiologia medica 2024;129(10):1463 View
  2. Beşler M, Oleaga L, Junquero V, Merino C. Evaluating GPT-4o's Performance in the Official European Board of Radiology Exam: A Comprehensive Assessment. Academic Radiology 2024;31(11):4365 View
  3. Solak M, Kaba E, Beyazal M. Is it possible to make LI‐RADS easier?. Liver International 2024;44(12):3284 View
  4. Jabal M, Warman P, Zhang J, Gupta K, Jain A, Mazurowski M, Wiggins W, Magudia K, Calabrese E. Open-Weight Language Models and Retrieval-Augmented Generation for Automated Structured Data Extraction from Diagnostic Reports: Assessment of Approaches and Parameters. Radiology: Artificial Intelligence 2025;7(3) View
  5. Takita H, Walston S, Mitsuyama Y, Watanabe K, Ishimaru S, Ueda D. Comparative performance of large language models in structuring head CT radiology reports: multi-institutional validation study in Japan. Japanese Journal of Radiology 2025;43(9):1445 View
  6. Chan L, Chan D, Tan Y, Yap Q, Ong W, Lee A, Ge S, Leow W, Makmur A, Ting Y, Teo E, Jiong Hao T, Kumar N, Hallinan J. Evaluating the Accuracy of Privacy-Preserving Large Language Models in Calculating the Spinal Instability Neoplastic Score (SINS). Cancers 2025;17(13):2073 View
  7. Dev R, Chauhan U, Prajapati T. Navigating Ovarian-Adnexal Reporting and Data System Magnetic Resonance Imaging (O-RADS MRI): A Review of Its Evolution, Current Advances, and Persistent Challenges in Ovarian Imaging. Cureus 2025 View
  8. López-Úbeda P, Martín-Noguerol T, Luna A. Natural language processing and LLMs in liver imaging: a practical review of clinical applications. Abdominal Radiology 2025 View