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Study of phase estimation methods to analyse cardiorespiratory synchronization in OSA patients

Authors :
Jordi Sola-Soler
Raimon Jane
José Antonio Fiz
Beatriz F. Giraldo
Source :
EMBC
Publication Year :
2016
Publisher :
IEEE, 2016.

Abstract

Obstructive Sleep Apnea (OSA) is a sleep disorder highly prevalent in the general population. Cardiorespiratory Phase Synchronization (CRPS) is a form of non-linear interaction between respiratory and cardiovascular systems that was found to be reduced in severe OSA patients. The Hilbert Transform (HT) method was the recommended choice for estimating the respiratory phase in CRPS studies. But we have noticed that HT provides a phase that is aligned to the transition between the exhalation and the inhalation parts of different breathing cycles, instead of being aligned to the breathing onsets. In this work we proposed a Realigned HT phase estimation method (RHT) and we compared it to the conventional HT and to the Linear Phase (LP) approximation for estimating CRPS in a database of 28 patients with different OSA severity levels. RHT provided similar synchronization percentages (%Sync) as HT, and it enhanced the significant differences in %Sync between mild and severe OSA patients. %Sync showed the highest negative correlation with the Apnea-Hypopnea Index (AHI) when using RHT (r AHI =-0.692, p

Details

Database :
OpenAIRE
Journal :
2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
Accession number :
edsair.doi.dedup.....12b1d74858d3b2b22ffc9b64a1ab5847
Full Text :
https://doi.org/10.1109/embc.2016.7591673