Publications

Tam TYu Chow, Sivarajkumar S, Kapoor S, Stolyar AV, Polanska K, McCarthy KR, Osterhoudt H, Wu X, Visweswaran S, Fu S et al..  2024.  A framework for human evaluation of large language models in healthcare derived from literature review.. NPJ Digit Med. 7(1):258.

Zhang G, Jin Q, McInerney DJered, Chen Y, Wang F, Cole CL, Yang Q, Wang Y, Malin BA, Peleg M et al..  2024.  Leveraging generative AI for clinical evidence synthesis needs to ensure trustworthiness.. J Biomed Inform. 153:104640.

Zhang G, Jin Q, McInerney DJered, Chen Y, Wang F, Cole CL, Yang Q, Wang Y, Malin BA, Peleg M et al..  2024.  Leveraging generative AI for clinical evidence synthesis needs to ensure trustworthiness.. J Biomed Inform. 153:104640.

Lovitt M, Ma H, Wang S, Peng Y.  2024.  Suicide Risk Assessment on Social Media with Semi-Supervised Learning.. Proc IEEE Int Conf Big Data. 2024:8541-8549.

Teran F, Owyang CG, Wray TC, Hipskind JE, Lessard J, Michel WBédard, Lanthier C, Nazerian P, de Villa E, Nogueira J et al..  2025.  Development and Implementation of a Multicenter Registry for Resuscitation-Focused Transesophageal Echocardiography.. Ann Emerg Med. 85(2):147-162.

Teran F, Owyang CG, Wray TC, Hipskind JE, Lessard J, Michel WBédard, Lanthier C, Nazerian P, de Villa E, Nogueira J et al..  2025.  Development and Implementation of a Multicenter Registry for Resuscitation-Focused Transesophageal Echocardiography.. Ann Emerg Med. 85(2):147-162.

Wang Y, Hilsman J, Li C, Morris M, Heider PM, Fu S, Kwak MJi, Wen A, Applegate JR, Wang L et al..  2025.  Development and Validation of Natural Language Processing Algorithms in the ENACT National Electronic Health Record Research Network.. medRxiv.

Wang Y, Hilsman J, Li C, Morris M, Heider PM, Fu S, Kwak MJi, Wen A, Applegate JR, Wang L et al..  2025.  Development and Validation of Natural Language Processing Algorithms in the ENACT National Electronic Health Record Research Network.. medRxiv.

Wang Y, Hilsman J, Li C, Morris M, Heider PM, Fu S, Kwak MJi, Wen A, Applegate JR, Wang L et al..  2025.  Development and Validation of Natural Language Processing Algorithms in the ENACT National Electronic Health Record Research Network.. medRxiv.

Morris JX, Campion TR, Nutheti SLaasya, Peng Y, Raj A, Zabih R, Cole CL.  2025.  DIRI: Adversarial Patient Reidentification with Large Language Models for Evaluating Clinical Text Anonymization.. AMIA Jt Summits Transl Sci Proc. 2025:355-364.

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.

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.

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.

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.

Gautam N, Elhusseiny A, Mansour M, Mehta JL, Andersen OS, Peng Y, Al'Aref SJ.  2025.  Exploring the feasibility of using artificial intelligence to simulate the placebo arm of randomized clinical trials.. Postgrad Med J.

Gautam N, Elhusseiny A, Mansour M, Mehta JL, Andersen OS, Peng Y, Al'Aref SJ.  2025.  Exploring the feasibility of using artificial intelligence to simulate the placebo arm of randomized clinical trials.. Postgrad Med J.

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.

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.