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Yifan Peng, PhD
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Co-authored with Cong Sun
Co-authored publications
Yifan Peng, PhD and Cong Sun · 6 publications
CSV
Word
Extracting post-acute sequelae of SARS-CoV-2 infection symptoms from clinical notes via hybrid natural language processing.
npj health systems
· 2025
YP
Yifan Peng
CS
Cong Sun
ZX
Zihan Xu
CZ
Chengxi Zang
MW
Mark Weiner
+3 more →
PMID:
40958972
·
PMCID:
PMC12435580
·
DOI
·
Abstract
Generative Large Language Models Trained for Detecting Errors in Radiology Reports.
Radiology
· 2025
YP
Yifan Peng
CS
Cong Sun
YZ
Yiliang Zhou
BC
Brian Critelli
DN
David Nauheim
+2 more →
PMID:
40392090
·
PMCID:
PMC12130665
·
DOI
·
21 citations
·
Abstract
A multimodal approach for few-shot biomedical named entity recognition in low-resource languages.
Journal of biomedical informatics
· 2024
YP
Yifan Peng
CS
Cong Sun
PMID:
39622400
·
DOI
·
8 citations
·
Abstract
Demonstration-based learning for few-shot biomedical named entity recognition under machine reading comprehension.
Journal of biomedical informatics
· 2024
YP
Yifan Peng
CS
Cong Sun
PMID:
39490610
·
DOI
·
4 citations
·
Abstract
A framework for human evaluation of large language models in healthcare derived from literature review.
NPJ digital medicine
· 2024
YP
Yifan Peng
CS
Cong Sun
PMID:
39333376
·
PMCID:
PMC11437138
·
DOI
·
307 citations
·
Abstract
Deep learning with noisy labels in medical prediction problems: a scoping review.
Journal of the American Medical Informatics Association : JAMIA
· 2024
YP
Yifan Peng
CS
Cong Sun
PMID:
38814164
·
PMCID:
PMC11187424
·
DOI
·
35 citations
·
Abstract