Zheyuan Zhang (张哲源) Ph.D. student at Northwestern University, supervised by Prof. Ulas Bagci. B.Eng degree from Tsinghua University in 2018. Research intern in Johns Hopkins University in 2017. Research interests: Medical Image Analysis, Deep Learning, Domain Generalization, Medical Image Segmentation. Email:     zheyuanzhang2023@u.northwestern.edu     zhangzheyuan14@gmail.com Google Scholar - Github

Publications

* Equal contribution

	Domain Generalization with Correlated Style Uncertainty Zheyuan Zhang, Bin Wang, Debesh Jha, Ugur Demir, Ulas Bagci. Winter Conference on Applications of Computer Vision (WACV), 2024. [Link]  [Code]
	Domain Generalization with Adversarial Intensity Attack for Medical Image Segmentation Zheyuan Zhang, Bin Wang, Lanhong Yao, Ugur Demir, Debesh Jha, Ismail Baris Turkbey, Boqing Gong, Ulas Bagci. [Link]  [Code]
	Dynamic Linear Transformer for 3D Biomedical Image Segmentation Zheyuan Zhang, Ulas Bagci. Machine Learning in Medical Imaging (MLMI), 2022. [Link]  [Code]
	Deep Learning Algorithms for Pancreas Segmentation from Radiology Scans Zheyuan Zhang, Lanhong Yao, Elif Keles, Yury Velichko, Ulas Bagci. Advances in Clinical Radiology , 2023. [Link]  [Code]
	Transformer Based Generative Adversarial Network for Liver Segmentation Ugur Demir *, Zheyuan Zhang *, Bin Wang, Matthew Antalek, Elif Keles, Debesh Jha, Amir Borhani, Daniela Ladner, Ulas Bagci. [Link]  [Code]
	Machine-learning based spectral classification for spectroscopic single-molecule localization microscopy Zheyuan Zhang, Yang Zhang, Leslie Ying, Cheng Sun, Hao F Zhang. Optics letters, Editor Pick (OL), 2019. [Link]  [Code]

Reviewer Service

IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)	2023
Machine Learning in Medical Image (MLMI)	2023
Medical Image Analysis	2021
IEEE Journal of Biomedical and Health Informatics (JBHI)	2021
IEEE Transactions on Medical Imaging (TMI)	2021

Zheyuan Zhang's website