Accuracy of a Standalone Atrial Fibrillation Detection Algorithm Added to a Popular Wristband and Smartwatch: Prospective Diagnostic Accuracy Study.

Jasper L Selder Henryk Jan Te Kolste Jos W R Twisk Marlies P Schijven Willem Gielen Cornelis P Allaart

Published in: Journal of medical Internet research (2023)

This study demonstrates that the addition of a well-known standalone PPG-AF detection algorithm to a popular PPG smartwatch and wristband without integrated algorithm yields a high accuracy for the detection of AF, with an acceptable unclassifiable rate, in a semicontrolled environment.

Keyphrases

atrial fibrillation
machine learning
deep learning
loop mediated isothermal amplification
label free
heart failure
real time pcr
venous thromboembolism
neural network
catheter ablation
left atrial appendage
oral anticoagulants