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Inferring ECG from PPG for Continuous Cardiac Monitoring Using Lightweight Neural Network
[article]
2023
arXiv
pre-print
This paper presents a computational solution for continuous cardiac monitoring. While some smartwatches now allow users to obtain a 30-second ECG test by tapping a built-in bio-sensor, these short-term ECG tests often miss intermittent and asymptomatic abnormalities of the heart. It is also infeasible to expect persistently active user participation for long-term continuous cardiac monitoring in order to capture these and other types of abnormalities of the heart. To alleviate the need for
arXiv:2012.04949v4
fatcat:ln6kn6lc55h5zml6qbrzhcyqcq