Jose Amigo - Publications - Bridge of Knowledge

Jose Amigo

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Year 2023

Differentiating patients with obstructive sleep apnea from healthy controls based on heart rate-blood pressure coupling quantified by entropy-based indices
Publication
- P. Pilarczyk
- G. Graff
- J. Amigo
- K. Tessmer
- K. Narkiewicz
- K. Narkiewicz
- B. Graff
- CHAOS - Year 2023
We introduce an entropy-based classification method for pairs of sequences (ECPS) for quantifying mutual dependencies in heart rate and beat-to-beat blood pressure recordings. The purpose of the method is to build a classifier for data in which each item consists of two intertwined data series taken for each subject. The method is based on ordinal patterns and uses entropy-like indices. Machine learning is used to select a subset...

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