Application of compressed sensing to in vivo 3D 19F CSI

► Application of CS to 3D 19F CSI. ► CS algorithm without regularization parameters and strict data consistency. ► Detailed investigation on the effect of different noise levels and acceleration factors. ► Reduced in vivo measurement time.