1 code implementation • 21 Jan 2022 • 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 learning.
no code implementations • 25 Sep 2020 • Mads Sloth Vinding, Christoph Stefan Aigner, Sebastian Schmitter, Torben Ellegaard Lund
Methods: The convolution neural network was trained on half a million single-channel transmit, 2D RF pulses optimized with an optimal control method using artificial 2D targets, $B_1^+$ and $B_0$ maps.
