Electrocardiogram machine learning for detection of cardiovascular disease in African Americans: the Jackson Heart Study.

James D PollardKazi T HaqKatherine J LutzNichole M RogovoyKevin A PaternostroElsayed Z SolimanJoseph MaherJoo A C LimaSolomon K MusaniLarisa G Tereshchenko

Published in: European heart journal. Digital health (2021)

Simple model (age and QRS-T angle) can be used for prevalent CVD detection in limited-resources community settings, which opens an avenue for secondary prevention of CVD in underserved communities.

Keyphrases

cardiovascular disease
machine learning
loop mediated isothermal amplification
real time pcr
label free
healthcare
high resolution
heart failure
type diabetes
artificial intelligence
atrial fibrillation
cardiovascular risk factors
sensitive detection