Publications

Zhang G, Xu Z, Jin Q, Chen F, Fang Y, Liu Y, Rousseau JF, Xu Z, Lu Z, Weng C et al..  2025.  Leveraging long context in retrieval augmented language models for medical question answering.. NPJ Digit Med. 8(1):239.

Zhang Y, Wei Y, Wang Y, Xiao Y, Poropatich CRet Ronald, Haas GL, Zhang Y, Weng C, Liu J, Brenner LA et al..  2025.  Machine learning applications related to suicide in military and Veterans: A scoping literature review.. J Biomed Inform. 167:104848.

Zhang Y, Wei Y, Wang Y, Xiao Y, Poropatich CRet Ronald, Haas GL, Zhang Y, Weng C, Liu J, Brenner LA et al..  2025.  Machine learning applications related to suicide in military and Veterans: A scoping literature review.. J Biomed Inform. 167:104848.

Zhang Y, Wei Y, Wang Y, Xiao Y, Poropatich CRet Ronald, Haas GL, Zhang Y, Weng C, Liu J, Brenner LA et al..  2025.  Machine learning applications related to suicide in military and Veterans: A scoping literature review.. J Biomed Inform. 167:104848.

Wang S, Wei Y, Ma H, Lovitt M, Deng K, Meng Y, Xu Z, Zhang J, Xiao Y, Ding Y et al..  2025.  A multi-stage large language model framework for extracting suicide-related social determinants of health.. Commun Med (Lond). 5(1):404.

Wang S, Wei Y, Ma H, Lovitt M, Deng K, Meng Y, Xu Z, Zhang J, Xiao Y, Ding Y et al..  2025.  A multi-stage large language model framework for extracting suicide-related social determinants of health.. Commun Med (Lond). 5(1):404.

Ma H, Xu Z, Chung W, Weng C, Peng Y.  2025.  A Pilot Meta-Research on Evolving Evidence Behind Genetic Variant (Re)Classification.. Stud Health Technol Inform. 329:108-112.

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.

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.

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.

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.

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.

Chen F, Zhang G, Fang Y, Peng Y, Weng C.  2025.  Semi-supervised learning from small annotated data and large unlabeled data for fine-grained Participants, Intervention, Comparison, and Outcomes entity recognition.. J Am Med Inform Assoc. 32(3):555-565.