Publications

Chen J, Su L, Li Y, Lin M, Peng Y, Sun C.  2025.  A multimodal approach for few-shot biomedical named entity recognition in low-resource languages.. J Biomed Inform. 161:104754.

Liang Y, Zhang G, Sun E, Idnay B, Fang Y, Chen F, Ta C, Peng Y, Weng C.  2025.  Scalable scientific interest profiling using large language models.. J Biomed Inform. 172:104949.

Consoli B, Wang H, Wu X, Wang S, Zhao X, Wang Y, Rousseau J, Hartvigsen T, Shen L, Wu H et al..  2025.  SDoH-GPT: using large language models to extract social determinants of health.. J Am Med Inform Assoc.

Song Y, Zhan Z, Xie F, Wang N, Peng Y, Zhang R, Lin M.  2026.  A cancer-type-aware framework for robust multimodal survival prediction under missing modalities.. Brief Bioinform. 27(2)

Flanders AE, Peng Y, Prevedello L, Ball R, Colak E, Menon P, Shih G, Lin H-M, Lakhani P.  2026.  A multi-agent large language model framework to automatically assess performance of a clinical AI Triage tool.. Npj Health Syst. 3

Dong H, Lin Y, Zhou P, Feng XZhong, Legasto AClint, Lin M, Chen H, Yang Y, Shih G, Peng Y.  2026.  OVERVIEW OF THE CXR-LT 2026 CHALLENGE: MULTI-CENTER LONG-TAILED AND ZERO SHOT CHEST X-RAY CLASSIFICATION.. Proc IEEE Int Symp Biomed Imaging. 2026

Wei Y, Lin Y, Flanders A, Shih G, Peng Y.  2026.  Reinforcement learning improves LLM accuracy and reasoning in disease classification from radiology reports.. NPJ Digit Med.

Lin Y, Yang Y, Shih G, Peng Y.  2026.  Rethinking radiology AI benchmarks.. Radiol Adv. 3(3):umag022.

He S, Nie Y, Wang H, Yang S, Wang Y, Cai Z, Chen Z, Xu Y, Wu L, Cheng NShing et al..  2026.  Towards generalizable AI in medicine via Generalist-Specialist Collaboration.. Nat Biomed Eng.

Song Y, Zhang Y, Orengo-Nania S, Wang N, Ma F, Zhang R, Peng Y, Lin M.  2026.  Two-Stage Decoupling Framework for Variable-Length Glaucoma Prognosis.. Learn Longitud Med Images Data (2025). 16184:91-101.