Kang Zhou 周康
Ph.D. Candidate
ShanghaiTech University
Email: zhoukang [at] shanghaitech [dot] edu [dot] cn
SVIP-Lab , iMED Group


I am currently a third-year (2019-2020) Ph.D. candidate at ShanghaiTech University, advised by Prof. Shenghua Gao. I am also a member of the iMED Group, working with Prof. Jiang Liu, Prof. Huazhu Fu, Prof. Jianlong Yang, and Prof. Jun Cheng. Before that, I obtained my bachelor's degree from Northwestern Polytechnical University in 2017.

I am interested in the understanding of medical images, especially the retinal fundus image and OCT images. Recently, my research focuses on unsupervised anomaly detection in retinal images.

Selected Publications

[Conference] First and co-first author (* indicates equal contribution):
Sparse-GAN: Sparsity-constrained Generative Adversarial Network for Retinal OCT Image Anomaly Detection
Kang Zhou, Shenghua Gao, Jun Cheng, Zaiwang Gu, Huazhu Fu, Zhi Tu, Jianlong Yang, Yitian Zhao, Jiang Liu
~New / IEEE ISBI 2020 / [Paper]
Perceptual-assisted Adversarial Adaptation for Choroid Segmentation in Optical Coherence Tomography
Zhenjie Chai*, Kang Zhou*, Jianlong Yang, Yuhui Ma, Zhi Chen, Shenghua Gao, Jiang Liu
~New / IEEE ISBI 2020 / [Paper]
Ki-GAN: Knowledge Infusion Generative Adversarial Network for Photoacoustic Image Reconstruction In Vivo
Hengrong Lan*, Kang Zhou*, Changchun Yang, Jun Cheng, Jiang Liu, Shenghua Gao, Fei Gao
~New ~Oral / MICCAI 2019 / [Code] / [Slides] / [Poster]
Hybrid Neural Network for Photoacoustic Imaging Reconstruction
Hengrong Lan*, Kang Zhou*, Changchun Yang, Jiang Liu, Shenghua Gao, Fei Gao
IEEE EMBC 2019 / [Slides]
Multi-Cell Multi-Task Convolutional Neural Networks for Diabetic Retinopathy Grading
Kang Zhou, Zaiwang Gu, Wen Liu, Weixin Luo, Jun Cheng, Shenghua Gao, Jiang Liu
IEEE EMBC 2018 / [Slides] / [Poster]

Professional Services

  • Journal Reviewer
  • IEEE Transactions on Medical Imaging (TMI)

    IEEE Journal of Biomedical and Health Informatics (JBHI)

    International Journal of Imaging Systems and Technology

  • Conference Reviewer
  • International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2020

Awards and Honors

  • [2018] Outstanding Student of ShanghaiTech University.
  • [2017] Outstanding Graduate of Northwestern Polytechnical University.
  • [2016] First-Class Scholarship for Outstanding Students.
Last updated:

May. 15, 2020