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Weill Cornell Medicine
Care
Discover
Teach
Home
Research
Lab Team
Publications
News
Resources
Contact Us
Home
Publications
Publications
Found 130 results
Author
Title
Type
Year
2025
Cheng S
,
Wei Y
,
Zhou Y
,
Xu Z
,
Wright DN
,
Liu J
,
Peng Y
. 2025.
Deciphering genomic codes using advanced natural language processing techniques: a scoping review.
.
J Am Med Inform Assoc.
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.
Lin M
,
Wang S
,
Ding Y
,
Zhao L
,
Wang F
,
Peng Y
. 2025.
An empirical study of using radiology reports and images to improve intensive care unit mortality prediction.
.
JAMIA Open. 8(1):ooae137.
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.
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.
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 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.
2024
Xu RLi
,
Wang S
,
Wang Z
,
Zhang Y
,
Xiao Y
,
Pathak J
,
Hodge D
,
Leng Y
,
S Watkins C
,
Ding Y
et al.
. 2024.
Analyzing Social Factors to Enhance Suicide Prevention Across Population Groups.
.
Proc (IEEE Int Conf Healthc Inform). 2024:189-199.
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.
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.
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.
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.
Holste G
,
Lin M
,
Zhou R
,
Wang F
,
Liu L
,
Yan Q
,
Van Tassel SH
,
Kovacs K
,
Chew EY
,
Lu Z
et al.
. 2024.
Harnessing the power of longitudinal medical imaging for eye disease prognosis using Transformer-based sequence modeling.
.
NPJ Digit Med. 7(1):216.
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.
Yu Z
,
Peng C
,
Yang X
,
Dang C
,
Adekkanattu P
,
Patra BGopal
,
Peng Y
,
Pathak J
,
Wilson DL
,
Chang C-Y
et al.
. 2024.
Identifying social determinants of health from clinical narratives: A study of performance, documentation ratio, and potential bias.
.
J Biomed Inform. 153:104642.
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.
Lu Z
,
Peng Y
,
Cohen T
,
Ghassemi M
,
Weng C
,
Tian S
. 2024.
Large language models in biomedicine and health: current research landscape and future directions.
.
J Am Med Inform Assoc. 31(9):1801-1811.
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.
Wang S
,
Zhou Y
,
Han Z
,
Tao C
,
Xiao Y
,
Ding Y
,
Ghosh J
,
Peng Y
. 2024.
A natural language processing approach to detect inconsistencies in death investigation notes attributing suicide circumstances.
.
Commun Med (Lond). 4(1):199.
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.
Zhang G
,
Zhou Y
,
Hu Y
,
Xu H
,
Weng C
,
Peng Y
. 2024.
A span-based model for extracting overlapping PICO entities from randomized controlled trial publications.
.
J Am Med Inform Assoc. 31(5):1163-1171.
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.
Yang Y
,
Lin M
,
Zhao H
,
Peng Y
,
Huang F
,
Lu Z
. 2024.
A survey of recent methods for addressing AI fairness and bias in biomedicine.
.
J Biomed Inform. 154:104646.
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