AutoSpeed: A Linked Autoencoder Approach for Pulse-Echo Speed-of-Sound Imaging for Medical Ultrasound

no code implementations • 4 Jul 2022 • Farnaz Khun Jush, Markus Biele, Peter M. Dueppenbecker, Andreas Maier

On the measured data, the predictions of the proposed method are close to the expected values with MAPE of 1. 1%.

Deep Learning for Ultrasound Speed-of-Sound Reconstruction: Impacts of Training Data Diversity on Stability and Robustness

no code implementations • 1 Feb 2022 • Farnaz Khun Jush, Markus Biele, Peter M. Dueppenbecker, Andreas Maier

Ultrasound b-mode imaging is a qualitative approach and diagnostic quality strongly depends on operators' training and experience.