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Zifan Gu

Orcid: 0000-0002-8024-2629

According to our database1, Zifan Gu authored at least 4 papers between 2023 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

On csauthors.net:

Bibliography

2025
GAS-MIL: Group-Aggregative Selection Multi-Instance Learning for Ensemble of Foundation Models in Digital Pathology Image Analysis.
[BibTeX]
[DOI]
Peiran Quan
,
Zifan Gu
,
Zhuo Zhao
,
Qin Zhou
,
Donghan M. Yang
,
Ruichen Rong
,
Yang Xie
,
Guanghua Xiao
CoRR, October, 2025

SBDH-Reader: a large language model-powered method for extracting social and behavioral determinants of health from clinical notes.
[BibTeX]
[DOI]
Zifan Gu
,
Lesi He
,
Awais Naeem
,
Pui Man Chan
,
Asim Mohamed
,
Hafsa Khalil
,
Yujia Guo
,
Jingwei Huang
,
Ismael Villanueva-Miranda
,
Ying Ding
,
Wenqi Shi
,
Matthew E. Dupre
,
Guanghua Xiao
,
Eric D. Peterson
,
Yang Xie
,
Ann Marie Navar
,
Donghan M. Yang
J. Am. Medical Informatics Assoc., 2025

2024
Large language models enabled multiagent ensemble method for efficient EHR data labeling.
[BibTeX]
[DOI]
Jingwei Huang
,
Kuroush Nezafati
,
Ismael Villanueva-Miranda
,
Zifan Gu
,
Ann Marie Navar
,
Tingyi Wanyan
,
Qin Zhou
,
Bo Yao
,
Ruichen Rong
,
Xiaowei Zhan
,
Guanghua Xiao
,
Eric D. Peterson
,
Donghan M. Yang
,
Yang Xie
CoRR, 2024

2023
Unsupervised domain adaptation for nuclei segmentation: Adapting from hematoxylin & eosin stained slides to immunohistochemistry stained slides using a curriculum approach.
[BibTeX]
[DOI]
Shidan Wang
,
Ruichen Rong
,
Zifan Gu
,
Junya Fujimoto
,
Xiaowei Zhan
,
Yang Xie
,
Guanghua Xiao
Comput. Methods Programs Biomed., November, 2023


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