A modification of the pre-trained 16-layer VGG network, where the FLAIR, T1, and a high-pass filtered FLAIR are used as multi-channel input. The VGG network had its fully connected layers replaced by a number of convolutional layers.Presentation of this method.
Full description of this method.
Xu, Y., Géraud, T., Puybareau, É., Bloch, I., & Chazalon, J. (2017, September). White matter hyperintensities segmentation in a few seconds using fully convolutional network and transfer learning. In International MICCAI Brainlesion Workshop (pp. 501-514). Springer, Cham.