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Measuring muscle contractions from single element transducer ultrasound data using machine learning strategies

: Brausch, L.; Hewener, H.


Maier, A.:
Bildverarbeitung für die Medizin 2018 : Algorithmen - Systeme - Anwendungen : Proceedings des Workshops vom 11. bis 13. März 2018 in Erlangen
Berlin: Springer, 2018 (Informatik aktuell)
ISBN: 978-3-662-56537-7 (online)
ISBN: 978-3-662-56536-0
Workshop Bildverarbeitung für die Medizin (BVM) <2018, Erlangen>
Fraunhofer IBMT ()

Being aware of the correct execution of certain fitness exercises (e.g. squats) is important for rehabilitation and sports athletes alike. Thus, being able to noninvasively distinguish between contracted and relaxed muscle states is crucial. Measurements using optical systems (movement tracking) or kinetic approaches (muscle circumference) only provide information from the body surface with varying accuracy.