Back to Search
Start Over
Study of phase estimation methods to analyse cardiorespiratory synchronization in OSA patients
- 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
- Subjects :
- Adult
Male
Polysomnography
Population
030204 cardiovascular system & hematology
Severity of Illness Index
01 natural sciences
03 medical and health sciences
0302 clinical medicine
Respiratory Rate
Oscillometry
0103 physical sciences
medicine
Humans
010306 general physics
education
Sleep Apnea, Obstructive
education.field_of_study
Sleep disorder
medicine.diagnostic_test
business.industry
Exhalation
Sleep apnea
Middle Aged
medicine.disease
Phase synchronization
respiratory tract diseases
Obstructive sleep apnea
Anesthesia
Breathing
Female
business
Algorithms
Subjects
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