Peng Lab

Publications

Found 135 results
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2025
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.
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.
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.
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.
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.
2024
Zhang G, Jin Q, Zhou Y, Wang S, Idnay B, Luo Y, Park E, Nestor JG, Spotnitz ME, Soroush A et al..  2024.  Closing the gap between open source and commercial large language models for medical evidence summarization.. NPJ Digit Med. 7(1):239.
Zhang G, Jin Q, Zhou Y, Wang S, Idnay B, Luo Y, Park E, Nestor JG, Spotnitz ME, Soroush A et al..  2024.  Closing the gap between open source and commercial large language models for medical evidence summarization.. NPJ Digit Med. 7(1):239.
Wei Y, Deng Y, Sun C, Lin M, Jiang H, Peng Y.  2024.  Deep learning with noisy labels in medical prediction problems: a scoping review.. J Am Med Inform Assoc. 31(7):1596-1607.
Su L, Chen J, Peng Y, Sun C.  2024.  Demonstration-based learning for few-shot biomedical named entity recognition under machine reading comprehension.. J Biomed Inform. 159:104739.
Su L, Chen J, Peng Y, Sun C.  2024.  Demonstration-based learning for few-shot biomedical named entity recognition under machine reading comprehension.. J Biomed Inform. 159:104739.
Zhou Y, Ong H, Kennedy P, Wu CC, Kazam J, Hentel K, Flanders A, Shih G, Peng Y.  2024.  Evaluating GPT-V4 (GPT-4 with Vision) on Detection of Radiologic Findings on Chest Radiographs.. Radiology. 311(2):e233270.
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.
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.
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.
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.
Lin M, Li T, Sun Z, Holste G, Ding Y, Wang F, Shih G, Peng Y.  2024.  Improving Fairness of Automated Chest Radiograph Diagnosis by Contrastive Learning.. Radiol Artif Intell. 6(5):e230342.
Lin M, Li T, Sun Z, Holste G, Ding Y, Wang F, Shih G, Peng Y.  2024.  Improving Fairness of Automated Chest Radiograph Diagnosis by Contrastive Learning.. Radiol Artif Intell. 6(5):e230342.
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.
Holste G, Zhou Y, Wang S, Jaiswal A, Lin M, Zhuge S, Yang Y, Kim D, Nguyen-Mau T-H, Tran M-T et al..  2024.  Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge.. Med Image Anal. 97:103224.
Holste G, Zhou Y, Wang S, Jaiswal A, Lin M, Zhuge S, Yang Y, Kim D, Nguyen-Mau T-H, Tran M-T et al..  2024.  Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge.. Med Image Anal. 97:103224.
Holste G, Zhou Y, Wang S, Jaiswal A, Lin M, Zhuge S, Yang Y, Kim D, Nguyen-Mau T-H, Tran M-T et al..  2024.  Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge.. Med Image Anal. 97:103224.