Deep Learning, Artificial Intelligence, Medical Imaging, Medical Image Analysis, Image Segmentation.
U-Net model are initialized with pre-trained weights (from the first phase), whereas the rest of the network is initialized with default weights. Finally, the U-Net model is fine-tuned with limited annotated samples for the biomedical image segmentation. U-Net models are fine-tuned with