Generative Adversarial Networks to Synthesize Missing T1 and FLAIR MRI Sequences for Use in a Multisequence Brain Tumor Segmentation Model.

Brain MRI scans synthesized using generative adversarial networks can be used as inputs in an existing deep learning model, thus allowing for their application in case MRI data are missing.