Title: Lecturer
Email: ybrong@stu.edu.cn
Biography
Yibiao Rong, male, PhD, obtained his Doctor of Engineering degree from Soochow University in June 2020. He has been working as a Lecturer in the Department of Electronic Engineering, College of Engineering, Shantou University since September 2020.
His research focuses on medical image processing, pattern recognition, and machine learning. He has published more than 10 academic papers in top international journals and conferences, including IEEE Journal of Biomedical and Health Informatics. He also serves as a peer reviewer for renowned journals such as IEEE Transactions on Medical Imaging, IEEE Journal of Biomedical and Health Informatics, IEEE Journal of Translational Engineering in Health and Medicine, and Biomedical Optics Express.
Representative Publications
Yibiao Rong, Dehui Xiang, Weifang Zhu, Kai Yu, Fei Shi, Zhun Fan, Xinjian Chen. Surrogate-Assisted Retinal OCT Image Classification Based on Convolutional Neural Networks. IEEE Journal of Biomedical and Health Informatics, 2019, 23(1): 253-263.
Yibiao Rong, Dehui Xiang, Weifang Zhu, Fei Shi, Enting Gao, Zhun Fan, Xinjian Chen. Deriving External Forces via Convolutional Neural Networks for Biomedical Image Segmentation. Biomedical Optics Express, 2019, 10(8): 3800-3814.
Zhun Fan, Yibiao Rong, Xinye Cai, Jiewei Lu, Wenji Li, Huibiao Lin, Xinjian Chen. Optic Disk Detection in Fundus Image Based on Structured Learning. IEEE Journal of Biomedical and Health Informatics, 2018, 22(1): 224-234.
YuanYuan Peng, Cuilian Li, Yibiao Rong, Xinjian Chen, Haoyu Chen. Retrospective Analysis of the Accuracy of Predicting the Alert Level for COVID-19 in 202 Countries Using Google Trends and Machine Learning. Journal of Global Health, 2020, 10(2): 1-8.
Yibiao Rong, Yu Kai, Dehui Xiang, Weifang Zhu, Zhun Fan, Xinjian Chen. Explaining Convolutional Neural Networks for Area Estimation of Choroidal Neovascularization via Genetic Programming. In International Workshop on Ophthalmic Medical Image Analysis (OMIA), Granada, Spain, 2018: 210-218.
Hosted Research Project
Research on Application of Auxiliary Learning in Object Detection for Ophthalmic Medical Images
Source: Scientific Research Startup Fund of Shantou University
Duration: October 2020 – September 2023
Role: Principal Investigator
