Pre-beamformed RF signal reconstruction in medical ultrasound using compressive sensing

► We report one of the first attempt of applying compressive sensing to raw RF US data. ► Wave atoms yield better reconstructions as compared to Fourier or wavelets transforms. ► Compressive sensing allows for a reduction of the sampling rate by a factor of 80%. ► The method is tested on simulated and experimental data acquired from a US phantom.