Neural Maximum-a-Posteriori Beamforming for Ultrasound Imaging

Author:

Luijten Ben1,Ossenkoppele Boudewine W.2,de Jong Nico2,Verweij Martin D.2,Eldar Yonina C.3,Mischi Massimo1,van Sloun Ruud J.G.1

Affiliation:

1. Eindhoven University of Technology,Dept. of Electrical Engineering,Eindhoven,The Netherlands

2. Delft University of Technology,Dept. of Imaging Physics,The Netherlands

3. Weizmann Institute of Science,Rehovot,Israel

Funder

European Research Council

Israel Science Foundation

Publisher

IEEE

Reference15 articles.

1. Learning fast approximations of sparse coding;gregor;Proceedings of the 27th International Conference on International Conference on Machine Learning,2010

2. Adaptive Ultrasound Beamforming Using Deep Learning

3. ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing

4. Deep learning in ultrasound imaging;sloun;Proceedings of the IEEE,2019

5. Deep Learning for Fast Adaptive Beamforming

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