Detecting muscle activation using ultrasound speed of sound inversion with deep learning

no code implementations • 20 Oct 2019 • Micha Feigin, Manuel Zwecker, Daniel Freedman, Brian W. Anthony

Functional muscle imaging is essential for diagnostics of a multitude of musculoskeletal afflictions such as degenerative muscle diseases, muscle injuries, muscle atrophy, and neurological related issues such as spasticity.

A Deep Learning Framework for Single-Sided Sound Speed Inversion in Medical Ultrasound

no code implementations • 30 Sep 2018 • Micha Feigin, Daniel Freedman, Brian W. Anthony

Conclusion: Sound speed inversion on channel data has significant potential, made possible in real time with deep learning technologies.