Validation of a New and Straightforward Algorithm to Evaluate Signal Quality during ECG Monitoring with Wearable Devices Used in a Clinical Setting.

Luca NeriIlaria GallelliMassimo Dall'OlioJessica LagoClaudio Borghi Igor Diemberger Ivan Corazza

Published in: Bioengineering (Basel, Switzerland) (2024)

The results demonstrate that even a simple algorithm can be used to classify signal coarseness, and this could allow real-time intervention by the subject or the technician.

Keyphrases

machine learning
deep learning
heart rate
randomized controlled trial
heart rate variability
neural network
blood pressure
finite element