Areas of Focus
- Biomedical image processing and recognition
- Cervical cancer auxiliary screening system development
Work Experience
- 2020.8-2023.3 - Huazhong University of Science and Technology - Postdoctoral Researcher
- 2023.3-Present - Southern Medical University - Professor
Academic Background & Achievements
- 2007.9-2011.6 Bachelor: Wuhan University of Technology, Statistics
- 2013.9-2020.6 Doctorate: Huazhong University of Science and Technology, Biomedical Photonics, Supervisor: Professor Shaoqun Zeng
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
