Deep Learning, Artificial Intelligence, Medical Imaging, Medical Image Analysis, Image Segmentation.
attention mechanisms, squeeze-and-excitation networks or dilated convolutions. Batch normalization, which is often used to speed up or stabilize training, does not perform well with small batch sizes. Therefore, instance normalization is used for all U-Net models. Furthermore, ReLU is replaced with