Detecting Suspected Pump Thrombosis in Left Ventricular Assist Devices via Acoustic Analysis

Abstract

We showed that the acoustical signatures of LVADs can be an index of mechanical deterioration and, when combined with machine learning algorithms, provide clinical decision support regarding the presence of pump thrombosis.