Enhancing quality and speed in database-free neural network reconstructions of undersampled MRI with SCAMPI.

Our approach avoids overfitting to dataset features, that can occur in Neural Networks trained on databases, because the network parameters are tuned only on the reconstruction data. It allows better results and faster reconstruction than the baseline untrained Neural Network approach.