Clipped DeepControl: deep neural network two-dimensional pulse design with an amplitude constraint layer

Mads Sloth Vinding, Torben Ellegaard Lund

Advanced radio-frequency pulse design used in magnetic resonance imaging has recently been demonstrated with deep learning of (convolutional) neural networks and reinforcement lear…