Langrui Zhou Ph.D. Student School of Biological Science and Medical Engineering Southeast University [Google Scholar, GitHub] Email: langrui_zhou[AT]seu[DOT]edu[DOT]cn

Biography

I am a Ph.D. student from the School of Biological Science and Medical Engineering at Southeast University, where I am fortunately supervised by Prof. Ning Gu and Prof. Guang Li. My research interests include: Deep Learning, Computer Vision, Medical Image Processing and Medical Imaging.

News

• [01/2025] One paper accepted by IEEE ISBI 2025.
• [12/2024] One paper accepted by IEEE TIM.
• [08/2024] One paper accepted by Medical Physics.
• [09/2023] One paper accepted by Physics in Medicine and Biology.

Publications

2025

• Breaking the Disconnection Dilemma in Class-imbalanced Cerebrovascular Segmentation.
  Ziteng Zhou, Xinyu Huang, Langrui Zhou, Huiru Wang, Guang Li^*.
  IEEE International Symposium on Biomedical Imaging (ISBI)
• A Self-contained Calibration Scheme for Micro CT with Irregular Trajectories Based on Phantom Auto-measurement.
  Guang Li^*, Xinyu Huang, Xue Chen, Huiru Wang, Langrui Zhou, Xu Ji, Yang Chen, Shouhua Luo^*.
  IEEE Transactions on Instrument and Measurement (TIM)
  [doi]

2024

• Reliable Multi-modal Medical Image-to-image Translation Independent of Pixel-wise Aligned Data.
  Langrui Zhou, Guang Li^*.
  Medical Physics
  [doi]

2023

• MARGANVAC: Metal Artifact Reduction Method Based on Generative Adversarial Network with Variable Constraints.
  Guang Li, Longyin Ji, Chenyu You, Shuai Gao, Langrui Zhou, Keshu Bai, Shouhua Luo, Ning Gu^*.
  Physics in Medicine and Biology
  [doi] [dataset]

Under Review

• Neighboring Slice Noise2Noise: Self-Supervised Medical Image Denoising from Single Noisy Image Volume.
  Langrui Zhou, Ziteng Zhou, Xinyu Huang, Xiangyu Zhang, Huiru Wang, Guang Li^*.
  [arxiv]
• WaTER: Leveraging Wavelet Transform and Transformer-based Cross Attention for Airway Segmentation from CT Images.
  Ziteng Zhou, Langrui Zhou, Xinyu Huang, Zuyang Huang, Guang Li^*, Ning Gu.