Publications by authors named "Zifan Gu"

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SBDH-Reader: a large language model-powered method for extracting social and behavioral determinants of health from clinical notes.
Zifan Gu, Lesi He, Awais Naeem, Pui Man Chan, Asim Mohamed, Yujia Guo, Guanghua Xiao

J Am Med Inform Assoc· October 2025

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SBDH-Reader: an LLM-powered method for extracting social and behavioral determinants of health from clinical notes.
Zifan Gu, Lesi He, Awais Naeem, Pui Man Chan, Asim Mohamed, Yujia Guo, Guanghua Xiao

medRxiv· June 2025

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A deep learning model for clinical outcome prediction using longitudinal inpatient electronic health records.
Ruichen Rong, Zifan Gu, Hongyin Lai, Tanna L Nelson, Tony Keller, Guanghua Xiao

JAMIA Open· April 2025

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Cell Segmentation With Globally Optimized Boundaries (CSGO): A Deep Learning Pipeline for Whole-Cell Segmentation in Hematoxylin-and-Eosin-Stained Tissues.
Zifan Gu, Shidan Wang, Ruichen Rong, Zhuo Zhao, Fangjiang Wu, Guanghua Xiao

Lab Invest· February 2025

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A deep learning model for clinical outcome prediction using longitudinal inpatient electronic health records.
Ruichen Rong, Zifan Gu, Hongyin Lai, Tanna L Nelson, Tony Keller, Guanghua Xiao

medRxiv· January 2025

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Enhancing semantic segmentation in chest X-ray images through image preprocessing: ps-KDE for pixel-wise substitution by kernel density estimation.
Yuanchen Wang, Yujie Guo, Ziqi Wang, Linzi Yu, Yujie Yan, Zifan Gu

PLoS One· June 2024

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Deep Learning-Based H-Score Quantification of Immunohistochemistry-Stained Images.
Zhuoyu Wen, Danni Luo, Shidan Wang, Ruichen Rong, Bret M Evers, Zifan Gu, Guanghua Xiao

Mod Pathol· February 2024

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Unsupervised domain adaptation for nuclei segmentation: Adapting from hematoxylin & eosin stained slides to immunohistochemistry stained slides using a curriculum approach.
Shidan Wang, Ruichen Rong, Zifan Gu, Junya Fujimoto, Xiaowei Zhan, Guanghua Xiao

Comput Methods Programs Biomed· November 2023

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The effectiveness of time domain and nonlinear heart rate variability metrics in ultra-short time series.
Zifan Gu, Vanessa Zarubin, Carolyn Martsberger

Physiol Rep· November 2023

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Heart Rate Variability in Healthy Subjects During Monitored, Short-Term Stress Followed by 24-hour Cardiac Monitoring.
Zifan Gu, Vanessa C Zarubin, Katherine R Mickley Steinmetz, Carolyn Martsberger

Front Physiol· June 2022

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