Mar, 2018
高度不平衡医学影像分割的不对称损失函数和深度密集连接网络:以多发性硬化症病变检测为例
Tversky as a Loss Function for Highly Unbalanced Image Segmentation
using 3D Fully Convolutional Deep Networks
Seyed Raein Hashemi, Seyed Sadegh Mohseni Salehi, Deniz Erdogmus, Sanjay P. Prabhu, Simon K. Warfield...
TL;DR本论文提出使用不对称相似度损失函数训练全卷积深度神经网络来解决医学影像分割中数据不平衡的问题,并在多个数据集上取得了最佳性能。