Machine Learning Prediction of Left Ventricular Assist Device Thrombosis from Acoustic Harmonic Power

Left ventricular assist device (LVAD) thrombosis typically presents late and may have devastating consequences for patients. While LVAD pump thrombosis is uncommon with current pump designs, many patients worldwide remain supported with previous generations of LVADs, including the HeartWare device (...

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Bibliographic Details

Published in:	Bioengineering
Main Authors:	Kent D. Carlson, Dan Dragomir-Daescu, Barry A. Boilson
Format:	Article
Language:	English
Published:	MDPI AG 2025-05-01
Subjects:	left ventricular assist device (LVAD) HeartWare ventricular assist device (HVAD) thrombosis spectral analysis harmonic frequencies harmonic power
Online Access:	https://www.mdpi.com/2306-5354/12/5/484