Leveraging Large Language Models to Extract Prognostic Pathology Features in Ewing Sarcoma
Jingwei Huang, Ayesha Batool, Zifan Gu, Zhuo Zhao, Bo Yao, Jennifer O. Black, Jessica L. Davis, Alyaa Al‐Ibraheemi, Steven DuBois, Donald A. Barkauskas, Subhash Ramakrishnan, David Hall, Patrick Joseph Grohar, Yang Xie, Guanghua Xiao, Patrick J. Leavey
This paper uses large language models to extract prognostic histologic features from Ewing sarcoma pathology reports, identifying NSE and S100 as significant biomarkers.
bioRxiv · Mar 19, 2026 · PreprintBioinformatics