Critical Assessment of Transfer Learning for Medical Image Segmentation with Fully Convolutional Neural Networks

Davood Karimi, Simon K. Warfield, Ali Gholipour

Transfer learning is widely used for training machine learning models. Here, we study the role of transfer learning for training fully convolutional networks (FCNs) for medical ima…