Multiclass Classifier based Cardiovascular Condition Detection Using Smartphone Mechanocardiography.

ABSTRACT: Cardiac translational and rotational vibrations induced by left ventricular motions are measurable using joint seismocardiography (SCG) and gyrocardiography (GCG) techniques. Multi-dimensional non-invasive monitoring of the heart reveals relative information of cardiac wall motion. A single inertial measurement unit (IMU) allows capturing cardiac vibrations in sufficient details and enables us to perform patient screening for various heart conditions. We envision smartphone mechanocardiography (MCG) for the use of e-health or telemonitoring, which uses a multi-class classifier to detect various types of cardiovascular diseases (CVD) using only smartphone's built-in internal sensors data. Such smartphone App/solution could be used by either a healthcare professional and/or the patient him/h

SUBMITTER: Iftikhar Z 

PROVIDER: S-EPMC6008477 | biostudies-literature | 2018 Jun

REPOSITORIES: biostudies-literature