Hao Wei

Ph.D. Candidate

Rm 502, Mong Man Wai Building
Dept. of Biomedical Engineering
The Chinese University of Hong Kong
Shatin, N.T., Hong Kong

Email: haowei.mail at gmail dot com

Biography

Now, I am an PhD candidate (22Fall) at the Dept. Biomedical Engineering, The Chinese University of Hong Kong supervised by Prof. Scott Yuan at ABILab. Previously, I received my MS and BS from Central South University in 2020 and 2017, respectively, both with a major of computer science and technology.

My research interests include medical image analysis, semi-supervised learning and domain generalization.

Selected Publications [Google Scholar]

	Dual-consistency semi-supervision combined with self-supervision for vessel segmentation in retinal OCTA images. Zailiang Chen, Yuchen Xiong, Hao Wei, Rongchang Zhao, Xuanchu Duan, Hailan Shen. Biomedical Optics Express (BOE), 2022. [paper][code]
	AneNet: A lightweight network for the real-time anemia screening from retinal vessel optical coherence tomography images. Hao Wei, Hailan Shen, Junhua Li, Rongchang Zhao, Zailiang Chen. Optics & Laser Technology, 2021. [paper][code]
	The delineation of largely deformed brain midline using regression‐based line detection network. Hao Wei, Xiangyu Tang, Minqing Zhang, Qingfeng Li, et.al. Medical Physics, 2020. [paper]
	The segmentation of retinal layer and fluid in SD-OCT images using mutex dice loss based fully convolutional networks. Hao Wei, Peng Peng. IEEE Access, 2020. [paper]
	Automated segmentation of fluid regions in optical coherence tomography B-scan images of age-related macular degeneration. Zailiang Chen, Dabao Li, Hailan Shen, Hailan Mo, Ziyang Zeng, Hao Wei. Optics & Laser Technology, 2020. [paper]
	Regression-based line detection network for delineation of largely deformed brain midline. Hao Wei, Xiangyu Tang, Minqing Zhang, Qingfeng Li, et.al. International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2019. [paper]
	Region-segmentation strategy for Bruch’s membrane opening detection in spectral domain optical coherence tomography images. Zailiang Chen, Peng Peng, Hailan Shen, Hao Wei, et.al. Biomedical optics express (BOE), 2019. [paper]
	Intraretinal layer segmentation and parameter measurement in optic nerve head region through energy function of spatial-gradient continuity constraint. Zai-liang Chen, Hao Wei, Hai-lan Shen, Peng Peng, et.al. Journal of Central South University, 2018. [paper]

Patents

Image center line detection method, computer equipment and storage medium.
Hao Wei, Feng Shi and Xiang Zhou.
China. CN110472670A. 2019-11-19
Medical image anatomy center line determination method, computer equipment and storage medium.
Hao Wei, Feng Shi and Xiang Zhou.
China. CN110473172A. 2019-11-19
Region-of-interest extraction method and device, equipment and storage medium.
Hao Wei, Feng Shi and Yiqiang Zhan.
China. CN109741346A. 2019-05-10

Honors & Awards

Outstanding Graduate, 2017

Excellent Student, 2014, 2015, 2016

Experience

Research Intern, 05. 2019 - 08. 2019

The Chinese University of Hong Kong (Shenzhen)

Advisor: Zhen Li

Research Intern, 09. 2018 - 05. 2019

Shanghai United Imaging Intelligence Co., Ltd.