Peng Lab

Publications

Found 170 results
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2025
Idnay B, Xu Z, Adams WG, Adibuzzaman M, Anderson NR, Bahroos N, Bell DS, Bumgardner C, Campion T, Castro M et al..  2025.  Environment scan of generative AI infrastructure for clinical and translational science.. Npj Health Syst. 2(1):4.
Idnay B, Xu Z, Adams WG, Adibuzzaman M, Anderson NR, Bahroos N, Bell DS, Bumgardner C, Campion T, Castro M et al..  2025.  Environment scan of generative AI infrastructure for clinical and translational science.. Npj Health Syst. 2(1):4.
Zhou Y, Newbury AM, Zhang G, Idnay BRoss, Liu H, Weng C, Peng Y.  2025.  EvidenceOutcomes: A Dataset of Clinical Trial Publications with Clinically Meaningful Outcomes.. Stud Health Technol Inform. 329:723-727.
Flanders AE, Wang X, Wu CC, Kitamura FC, Shih G, Mongan J, Peng Y.  2025.  The Evolution of Radiology Image Annotation in the Era of Large Language Models.. Radiol Artif Intell. 7(4):e240631.
Flanders AE, Wang X, Wu CC, Kitamura FC, Shih G, Mongan J, Peng Y.  2025.  The Evolution of Radiology Image Annotation in the Era of Large Language Models.. Radiol Artif Intell. 7(4):e240631.
Bai Z, Xu Z, Sun C, Zang C, H Bunnell T, Sinfield C, Rutter J, Martinez AThomas, L Bailey C, Weiner M et al..  2025.  Extracting post-acute sequelae of SARS-CoV-2 infection symptoms from clinical notes via hybrid natural language processing.. Npj Health Syst. 2
Bai Z, Xu Z, Sun C, Zang C, H Bunnell T, Sinfield C, Rutter J, Martinez AThomas, L Bailey C, Weiner M et al..  2025.  Extracting post-acute sequelae of SARS-CoV-2 infection symptoms from clinical notes via hybrid natural language processing.. Npj Health Syst. 2
Wang Z, Cao L, Jin Q, Chan J, Wan N, Afzali B, Cho H-J, Choi C-I, Emamverdi M, Gill MK et al..  2025.  A foundation model for human-AI collaboration in medical literature mining.. Nat Commun. 16(1):8361.
Wang Z, Cao L, Jin Q, Chan J, Wan N, Afzali B, Cho H-J, Choi C-I, Emamverdi M, Gill MK et al..  2025.  A foundation model for human-AI collaboration in medical literature mining.. Nat Commun. 16(1):8361.
Wang Z, Cao L, Jin Q, Chan J, Wan N, Afzali B, Cho H-J, Choi C-I, Emamverdi M, Gill MK et al..  2025.  A foundation model for human-AI collaboration in medical literature mining.. Nat Commun. 16(1):8361.
Peng Y, Malin BA, Rousseau JF, Wang Y, Xu Z, Xu X, Weng C, Bian J.  2025.  From GPT to DeepSeek: Significant gaps remain in realizing AI in healthcare.. J Biomed Inform. 163:104791.
Peng Y, Malin BA, Rousseau JF, Wang Y, Xu Z, Xu X, Weng C, Bian J.  2025.  From GPT to DeepSeek: Significant gaps remain in realizing AI in healthcare.. J Biomed Inform. 163:104791.
Sun C, Teichman K, Zhou Y, Critelli B, Nauheim D, Keir G, Wang X, Zhong J, Flanders AE, Shih G et al..  2025.  Generative Large Language Models Trained for Detecting Errors in Radiology Reports.. Radiology. 315(2):e242575.
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.
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.
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.