Published on in Vol 12 (2024)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/67056, first published .
Automated Pathologic TN Classification Prediction and Rationale Generation From Lung Cancer Surgical Pathology Reports Using a Large Language Model Fine-Tuned With Chain-of-Thought: Algorithm Development and Validation Study

Automated Pathologic TN Classification Prediction and Rationale Generation From Lung Cancer Surgical Pathology Reports Using a Large Language Model Fine-Tuned With Chain-of-Thought: Algorithm Development and Validation Study

Automated Pathologic TN Classification Prediction and Rationale Generation From Lung Cancer Surgical Pathology Reports Using a Large Language Model Fine-Tuned With Chain-of-Thought: Algorithm Development and Validation Study

Journals

  1. Yao G, Zhang W, Zhu Y, Wong U, Zhang Y, Yang C, Shen G, Li Z, Gao H. Comparing the accuracy of large language models and prompt engineering in diagnosing realworld cases. International Journal of Medical Informatics 2025;203:106026 View
  2. Haixian L, Shu P, Zhao L, Chunfeng L, Lun L. Machine learning approaches for EGFR mutation status prediction in NSCLC: an updated systematic review. Frontiers in Oncology 2025;15 View
  3. Chu X, Ye Y, Tang S, Han M, Wang G, Lin S, Sun B, Huang Q, Zhang Y, Chu X, Bao K. Personalized Medication for Chronic Diseases Using Multimodal Data‐Driven Chain‐of‐Decisions. Advanced Science 2025;12(40) View
  4. Chang Z, Guo W, Wang L, Shao H, Zhang Y, Guo X. A generation framework of conceptual solutions integrating link prediction and large language model. Journal of Engineering Design 2025:1 View
  5. Yao Y, Cen X, Gan L, Jiang J, Wang M, Xu Y, Yuan J. Automated Esophageal Cancer Staging From Free-Text Radiology Reports: Large Language Model Evaluation Study. JMIR Medical Informatics 2025;13:e75556 View
  6. Yum J, Naqvi S, Zhou B, Riaz I. Reimagining Cancer Care With Generative Artificial Intelligence: The Promise of Large Language Models. JCO Clinical Cancer Informatics 2025;(9) View
  7. Ismayilov R, Aktas A, Gencoglu E, Oguz A, Altundag O, Akcali Z. Staging Prostate Cancer with AI: A Comparative Study of Large Language Models and Expert Interpretation on PSMA PET-CT Reports. Molecular Imaging and Biology 2025 View

Conference Proceedings

  1. Berger A, Khanna S, Sparrenberg L, Deußer T, Berghaus D, Sifa R. 2025 IEEE 12th International Conference on Data Science and Advanced Analytics (DSAA). Reasoning LLMs in the Medical Domain: A Literature Survey View
  2. Onishi S, Shibata D, Tsujikawa M, Kubo M, Nakagawa A, Ishii R, Furukawa H, Tominaga J, Ota H. 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). Fine-Grained Prompting in Large Language Models for Accurate and Efficient TNM Staging from Radiology Reports View