Peng Lab

Publications

Found 54 results

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2026

Bian J, Peng Y, Mendonca E, Banerjee I, Xu H. 2026. Biomedical multimodal large language models: From model-centric development to clinically grounded evaluation and integration.. J Biomed Inform. :105023.

Bian J, Peng Y, Mendonca E, Banerjee I, Xu H. 2026. Biomedical multimodal large language models: From model-centric development to clinically grounded evaluation and integration.. J Biomed Inform. :105023.

2025

Lin M, Holste G, Wang S, Zhou Y, Wei Y, Banerjee I, Chen P, Dai T, Du Y, Dvornek NC et al.. 2025. CXR-LT 2024: A MICCAI challenge on long-tailed, multi-label, and zero-shot disease classification from chest X-ray.. Med Image Anal. 106:103739.

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.

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.

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.

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

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

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.

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.

2024

Xiao Y, Bi K, Yip PSiu-Fai, Cerel J, Brown TT, Peng Y, Pathak J, J Mann J. 2024. Decoding Suicide Decedent Profiles and Signs of Suicidal Intent Using Latent Class Analysis.. JAMA Psychiatry. 81(6):595-605.

Xiao Y, Bi K, Yip PSiu-Fai, Cerel J, Brown TT, Peng Y, Pathak J, J Mann J. 2024. Decoding Suicide Decedent Profiles and Signs of Suicidal Intent Using Latent Class Analysis.. JAMA Psychiatry. 81(6):595-605.

Jin Q, Chen F, Zhou Y, Xu Z, Cheung JM, Chen R, Summers RM, Rousseau JF, Ni P, Landsman MJ et al.. 2024. Hidden flaws behind expert-level accuracy of multimodal GPT-4 vision in medicine.. NPJ Digit Med. 7(1):190.

Jin Q, Chen F, Zhou Y, Xu Z, Cheung JM, Chen R, Summers RM, Rousseau JF, Ni P, Landsman MJ et al.. 2024. Hidden flaws behind expert-level accuracy of multimodal GPT-4 vision in medicine.. NPJ Digit Med. 7(1):190.

Liu H, Soroush A, Nestor JG, Park E, Idnay B, Fang Y, Pan J, Liao S, Bernard M, Peng Y et al.. 2024. Retrieval augmented scientific claim verification.. JAMIA Open. 7(1):ooae021.

2023

Xu J, Wang F, Zang C, Zhang H, Niotis K, Liberman AL, Stonnington CM, Ishii M, Adekkanattu P, Luo Y et al.. 2023. Comparing the effects of four common drug classes on the progression of mild cognitive impairment to dementia using electronic health records.. Sci Rep. 13(1):8102.

Tong J, Luo C, Sun Y, Duan R, Saine E, Lin L, Peng Y, Lu Y, Batra A, Pan A et al.. 2023. Confidence Score: A Data-Driven Measure for Inclusive Systematic Reviews Considering Unpublished Preprints.. J Am Med Inform Assoc.