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Learning beamforming in ultrasound imaging

This repository as of now contains the dynamic focusing (Rx beamforming) layer proposed in the paper.

Coming soon:

  • Tx beamforming layer
  • Reconstruction networks
  • Training file
  • The cardiac raw dataset

If you use this code, please cite the following work:

Sanketh Vedula, Ortal Senouf, Grigoriy Zurakhov, Alex Bronstein, Oleg Michailovich, Michael Zibulevsky.
Learning beamforming in ultrasound imaging.
Proc. of The 2nd International Conference on Medical Imaging with Deep Learning,
PMLR 102:493-511, 2019.

Paper / Video-1 / Video-2