Qualitative results & training procedure

3D Zonal Segmentation of the Prostate MRI (Deep Learning Final Project)

Code Slides
Qualitative results & training procedure

3D Zonal Segmentation of the Prostate MRI (Deep Learning Final Project)

Code Slides

Final project for TJ-100685 深度学习 | Deep learning, Sep. 2019 - Jan. 2020

  • Utilized the latest Weight Standardization}** (WS) as well as GroupNorm to accelerate neural networks training from scratch for 3D Zonal Segmentation of the Prostate MRI images.

  • Conducted extensive evaluation between the proposed UWG-Net with the baseline with small batch sizes, achieving 2-3\% increase in multi-class segmentation accuracy for medical imaging application.

For more info, you can refer to this page !

Machine Vision Deep Learning Finished😊
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Yujie He