3 应用实例 1. 心室分割
基于FCN网络结构实现左、右心室分割:
Phi V. T.. A Fully Convolutional Neural Network for Cardiac Segmentation in Short-Axis MRI[C]. CVPR 2016.
基于多尺度残差稠密网络实现心室分割:
Khened M., Kollerathu V. A., and Krishnamurthi G. Fully Convolutional Multi-scale Residual DenseNets for Cardiac Segmentation and Automated Cardiac Diagnosis using Ensemble of Classifiers[J]. Medical Image Analysis, 2019.
2. 完整心脏分割
基于P3D和FPN实现完整的心脏分割:
Zhanwei X., Ziyi W., and Jianjiang F.. CFUN: Combining Faster R-CNN and U-net Network for Efficient Whole Heart Segmentation
[C]. CVPR 2018.