Incorporation of a spectral model in a convolutional neural network for accelerated spectral fitting.

A new architecture combining physics domain knowledge with convolutional neural networks has been developed and is able to perform rapid spectral fitting of whole-brain data. Rapid processing is a critical step toward routine clinical practice.