Probabilistic estimation of respiratory rate using gaussian processes
The presence of respiratory information within the electrocardiogram (ECG) signal is a well-documented phenomenon. We present a Gaussian process framework for the estimation of respiratory rate from the different sources of modulation in a single-lead ECG. We propose a periodic covariance function t...
Main Authors: | Pimentel, M, Clifton, D, Clifton, L, Tarassenko, L, IEEE |
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Format: | Conference item |
Published: |
Institute of Electrical and Electronics Engineers
2013
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