Areas of Focus
- 生物医学图像处理与识别
- 宫颈癌辅助筛查系统开发
Work Experience
- 2020.8-2023.3 - 华中科技大学 - 博士后
- 2023.3-至今 - 南方医科大学 - 教授
Academic Background & Achievements
- 2007.9-2011.6 学士: 武汉理工大学, 统计学
- 2013.9-2020.6 博士: 华中科技大学, 生物医学光子学, 导师: 曾绍群教授
Publications
- Robust whole slide image analysis for cervical cancer screening using deep learning., S. H. Cheng, S. B. Liu, J. Y. Yu, G. Rao, Y. W. Xiao, W. Han, W. J. Zhu, X. H. Lv, N. Li, J. Cai, Z. H. Wang, X. Feng, F. Yang, X. B. Geng, J. B. Ma, X. Li, Z. Q. Wei, X. Y. Zhang, T. W. Quan, S. Q. Zeng, L. Chen, J. B. Hu, X. L. Liu, 2021
- STSRNet: Self-Texture Transfer Super-Resolution and Refocusing Network., J. B. Ma, S. B. Liu, S. H. Cheng, R. X. Chen, X. L. Liu, L. Chen, S. Q. Zeng, 2021
- Cervical cytopathology image refocusing via multi-scale attention features and domain normalization., X. B. Geng, X. L. Liu, S. H. Cheng, S. Q. Zeng, 2022
- PathSRGAN: multi-supervised super-resolution for cytopathological images using generative adversarial network., J. B. Ma, J. Y. Yu, S. B. Liu, L. Chen, X. Li, J. Feng, Z. X. Chen, S. Q. Zeng, X. L. Liu, S. H. Cheng, 2020
- DeepBouton: automated identification of single-neuron axonal Boutons at the brain-wide scale., S. H. Cheng, X. J. Wang, Y. R. Liu, L. Su, T. W. Quan, N. Li, F. F. Yin, F. Xiong, X. M. Liu, Q. M. Luo, H. Gong, S. Q. Zeng, 2019
- An unsupervised style normalization method for cytopathology images., X. H. Chen, J. Y. Yu, S. H. Cheng, X. B. Geng, S. B. Liu, W. Han, J. B. Hu, L. Chen, X. L. Liu, S. Q. Zeng, 2021
- Large-scale localization of touching somas from 3D images using density-peak clustering., S. H. Cheng, T. W. Quan, X. M. Liu, S. Q. Zeng, 2016
