Patient-Adaptive Echocardiography using Cognitive Ultrasound

Wessel L. van Nierop^*1, Oisín Nolan^*1, Tristan S.W. Stevens¹, Ruud J.G. van Sloun¹,

¹Eindhoven University of Technology, ^*contributed equally,

Patient-Adaptive Echocardiography selects the most informative ultrasound transmits using Cognitive Ultrasound.

Examples

Select number of transmits

Let's run active perception for various numbers of transmits. Use the slider to choose the number of transmits yourself.

View More EchoNet-Dynamic Examples

Additional material

We have provided supplemental visual assets on github, these include cine-loops of the in-house dataset. Additionally, you can find more results on github, for example, using an out-of-distribution phantom.

BibTeX

@misc{nieropnolan2025,
      title={Patient-Adaptive Focused Transmit Beamforming using Cognitive Ultrasound}, 
      author={Wessel L. van Nierop and Oisín Nolan and Tristan S. W. Stevens and Ruud J. G. van Sloun},
      year={2025},
      eprint={2508.08782},
      archivePrefix={arXiv},
      primaryClass={eess.SP},
      url={https://arxiv.org/abs/2508.08782}, 
}