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Scholars
8,803
Publications
201,993
Funding
7,268
Clinical research
2,831
Yifan Peng
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Showing 1–20 of
38
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CSV — Authorship report
One row per WCM author × article
CSV — Article report
One row per article
Word — Bibliography
Vancouver style; WCM authors bold
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Year (newest)
A Disease-Aware Dual-Stage Framework for Chest X-ray Report Generation.
Proceedings of the ... AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence
. 2026.
HD
Hexin Dong
YL
Yi Lin
YP
Yifan Peng
PMID:
41930268
·
PMCID:
PMC13042579
·
DOI
·
3 citations
·
Abstract
Pathology and Laboratory Medicine
1
Rethinking radiology AI benchmarks.
Radiology advances
. 2026.
YL
Yi Lin
GS
George Shih
YP
Yifan Peng
PMID:
42131312
·
PMCID:
PMC13163161
·
DOI
MARCH: Multi-Agent Radiology Clinical Hierarchy for CT Report Generation.
Proceedings of the conference. Association for Computational Linguistics. Meeting
. 2026.
YL
Yi Lin
YP
Yifan Peng
PMID:
42434711
·
PMCID:
PMC13352495
·
DOI
·
1 citations
·
Abstract
AMD-Mamba: A Phenotype-Aware Multi-modal Framework for Robust AMD Prognosis.
Machine learning in medical imaging. MLMI (Workshop)
. 2026.
YP
Yifan Peng
HD
Hexin Dong
PMID:
41527550
·
PMCID:
PMC12790706
·
DOI
·
1 citations
·
Abstract
Reinforcement learning improves LLM accuracy and reasoning in disease classification from radiology reports.
NPJ digital medicine
. 2026.
YL
Yi Lin
GS
George Shih
YP
Yifan Peng
PMID:
42062541
·
PMCID:
PMC13338140
·
DOI
·
2 citations
·
Abstract
OVERVIEW OF THE CXR-LT 2026 CHALLENGE: MULTI-CENTER LONG-TAILED AND ZERO SHOT CHEST X-RAY CLASSIFICATION.
Proceedings. IEEE International Symposium on Biomedical Imaging
. 2026.
HD
Hexin Dong
YL
Yi Lin
GS
George Shih
YP
Yifan Peng
PMID:
42222662
·
PMCID:
PMC13220745
·
DOI
·
1 citations
·
Abstract
From Routine Imaging to Risk Stratification: Multimodal Vision-Language Survival Modeling for Pancreatic Cancer.
Proceedings. IEEE International Conference on Healthcare Informatics
. 2026.
HD
Hexin Dong
YP
Yifan Peng
GS
George Shih
PMID:
42631298
·
PMCID:
PMC13497519
·
DOI
·
Abstract
Understanding Channel Complementarity for Multiplex Cell Segmentation.
ACM-BCB ... ... : the ... ACM Conference on Bioinformatics, Computational Biology and Biomedicine. ACM Conference on Bioinformatics, Computational Biology and Biomedicine
. 2026.
YL
Yi Lin
YL
Yi Lin
YP
Yifan Peng
PMID:
42657144
·
PMCID:
PMC13512904
·
DOI
·
Abstract
Establishing dermatopathology encyclopedia DermpathNet with Artificial Intelligence-Based Workflow.
Scientific data
. 2026.
YP
Yifan Peng
PMID:
41651886
·
PMCID:
PMC12987945
·
DOI
·
Abstract
CXR-LT 2024: A MICCAI challenge on long-tailed, multi-label, and zero-shot disease classification from chest X-ray.
Medical image analysis
. 2025.
GH
Gregory Holste
GS
George Shih
YP
Yifan Peng
PMID:
40795541
·
PMCID:
PMC12396843
·
DOI
·
13 citations
·
Abstract
Extracting post-acute sequelae of SARS-CoV-2 infection symptoms from clinical notes via hybrid natural language processing.
npj health systems
. 2025.
CZ
Chengxi Zang
MW
Mark Weiner
TC
Thomas Campion
RK
Rainu Kaushal
+1 more →
YP
Yifan Peng
PMID:
40958972
·
PMCID:
PMC12435580
·
DOI
·
Abstract
AMD-Mamba: A Phenotype-Aware Multi-Modal Framework for Robust AMD Prognosis.
ArXiv
. 2025.
YP
Yifan Peng
HD
Hexin Dong
PMID:
40969487
·
PMCID:
PMC12443226
·
Abstract
A multi-stage large language model framework for extracting suicide-related social determinants of health.
Communications medicine
. 2025.
YM
Yuan Meng
YX
Yunyu Xiao
YP
Yifan Peng
PMID:
41023090
·
PMCID:
PMC12480878
·
DOI
·
5 citations
·
Abstract
An empirical study of using radiology reports and images to improve intensive care unit mortality prediction.
JAMIA open
. 2025.
FW
Fei Wang
YP
Yifan Peng
PMID:
39980476
·
PMCID:
PMC11841685
·
DOI
·
4 citations
·
Abstract
Generative Large Language Models Trained for Detecting Errors in Radiology Reports.
Radiology
. 2025.
BC
Brian Critelli
JZ
Judy Zhong
GS
George Shih
YP
Yifan Peng
PMID:
40392090
·
PMCID:
PMC12130665
·
DOI
·
30 citations
·
Abstract
Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge.
ArXiv
. 2024.
GH
Gregory Holste
GS
George Shih
YP
Yifan Peng
PMID:
37986726
·
PMCID:
PMC10659524
·
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
PMID:
38814164
·
PMCID:
PMC11187424
·
DOI
·
40 citations
·
Abstract
A multimodal approach for few-shot biomedical named entity recognition in low-resource languages.
Journal of biomedical informatics
. 2024.
YP
Yifan Peng
PMID:
39622400
·
DOI
·
8 citations
·
Abstract
A framework for human evaluation of large language models in healthcare derived from literature review.
NPJ digital medicine
. 2024.
YP
Yifan Peng
PMID:
39333376
·
PMCID:
PMC11437138
·
DOI
·
377 citations
·
Abstract
Demonstration-based learning for few-shot biomedical named entity recognition under machine reading comprehension.
Journal of biomedical informatics
. 2024.
YP
Yifan Peng
PMID:
39490610
·
DOI
·
4 citations
·
Abstract
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