A simple normalization technique using window statistics to improve the out-of-distribution generalization on medical images

Chengfeng Zhou, Songchang Chen, Chenming Xu +6

Since data scarcity and data heterogeneity are prevailing for medical images, well-trained Convolutional Neural Networks (CNNs) using previous normalization methods may perform poo…