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

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
Main Authors: Kent D. Carlson, Dan Dragomir-Daescu, Barry A. Boilson
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Bioengineering
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
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