Yazhou Zhu

About Me

I am a third-year Ph.D. student in Nanjing University of Science and Technology (NJUST) under the supervision of Prof. Haofeng Zhang.

Research Interests

• Medical image analysis
• Few-shot Medical Image Segmentation
• Low-level Medical Vision

Publications

• Partition-A-Medical-Image: Extracting Multiple Representative Sub-regions for Few-shot Medical Image Segmentation
  Yazhou Zhu, Shidong Wang, Tong Xin, Zheng Zhang, Haofeng Zhang
  IEEE Transactions on Instrumentation and Measurement 2024
  [Paper] [Code]

• Learning De-biased Prototypes for Few-shot Medical Image Segmentation
  Yazhou Zhu, Ziming Cheng, Shidong Wang, Haofeng Zhang
  Pattern Recognition Letters 2024
  [Paper] [Code]

• Few-shot Medical Image Segmentation via a Region-enhanced Prototypical Transformer
  Yazhou Zhu, Shidong Wang, Tong Xin, Haofeng Zhang
  MICCAI 2023
  [Paper] [Code]

• DESN: An Unsupervised MR Image Denoising Network with Deep Image Prior
  Yazhou Zhu, Xiang Pan, Tianxu Lv, Yuan Liu, Lihua Li
  Theoretical Computer Science 2021
  [Paper] [Code]

• Multi-scale Strategy based 3D Dual-encoder Brain Tumor Segmentation Network with Attention Mechanism
  Yazhou Zhu, Xiang Pan, Jing Zhu, Lihua Li
  IEEE-BIBM 2020
  [Paper] [Code]

• Denoising of Magnetic Resonance Images with Deep Neural Regularizer Driven by Image Prior
  Yazhou Zhu, Xiang Pan, Jing Zhu, Lihua Li, Yuan Liu
  IEEE-DSAA 2020
  [Paper]

Academic Services

• Reviewer:

  IEEE Transactions on Instrumentation and Measurement (IEEE-TIM)

  Artificial Intelligence in Medicine

  Medical Physics

Hobbies

• Rock Music & Cooking & Swimming

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