Image Segmentation of Liver CT Based on Fully Convolutional Network

论文:Image Segmentation of Liver CT Based on Fully Convolutional Network

论文地址:https://ieeexplore.ieee.org/abstract/document/8275754

论文思想:

  • 对数据进行预处理(调整HU),并采用数据增强
  • 构建肝脏分离的全卷积网络(U-Net的改进)
  • 在像素分类上增加肝脏的权重
  • 建立端到端的网络进行训练,如图

  

原文地址:https://www.cnblogs.com/mengqimoli/p/12785562.html