Modeling cardiorespiratory interaction during human sleep with complex networks

X. Long; P. Fonseca; R.M. Aarts; R. Haakma; J. Foussier

doi:10.1063/1.4902026

Modeling cardiorespiratory interaction during human sleep with complex networks

X. Long, P. Fonseca, R.M. Aarts, R. Haakma, J. Foussier

Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review

27 Citaten (Scopus)

377 Downloads (Pure)

Samenvatting

Human sleep comprises several stages including wake, rapid-eye-movement sleep, light sleep, and deep sleep. Cardiorespiratory activity has been shown to correlate with sleep stages due to the regulation of autonomic nervous system. Here, the cardiorespiratory interaction (CRI) during sleep is analyzed using a visibility graph (VG) method that represents the CRI time series in complex networks. We demonstrate that the dynamics of the interaction between heartbeats and respiration can be revealed by VG-based networks, whereby sleep stages can be characterized and differentiated

Originele taal-2	Engels
Artikelnummer	203701
Pagina's (van-tot)	203701
Aantal pagina's	4
Tijdschrift	Applied Physics Letters
Volume	105
Nummer van het tijdschrift	20
DOI's	https://doi.org/10.1063/1.4902026
Status	Gepubliceerd - 2014

Toegang tot document

10.1063/1.4902026

publishers versionDefinitieve gepubliceerde versie, 0,99 MB

Sleep Medicine
van Gilst, M. M. (Content manager) & van der Hout-van der Jagt, M. B. (Content manager)
Impact: Research Topic/Theme (at group level)

Citeer dit

@article{a48da52490454526afeff25677bccc75,

title = "Modeling cardiorespiratory interaction during human sleep with complex networks",

abstract = "Human sleep comprises several stages including wake, rapid-eye-movement sleep, light sleep, and deep sleep. Cardiorespiratory activity has been shown to correlate with sleep stages due to the regulation of autonomic nervous system. Here, the cardiorespiratory interaction (CRI) during sleep is analyzed using a visibility graph (VG) method that represents the CRI time series in complex networks. We demonstrate that the dynamics of the interaction between heartbeats and respiration can be revealed by VG-based networks, whereby sleep stages can be characterized and differentiated",

author = "X. Long and P. Fonseca and R.M. Aarts and R. Haakma and J. Foussier",

year = "2014",

doi = "10.1063/1.4902026",

language = "English",

volume = "105",

pages = "203701",

journal = "Applied Physics Letters",

issn = "0003-6951",

publisher = "American Institute of Physics",

number = "20",

}

TY - JOUR

T1 - Modeling cardiorespiratory interaction during human sleep with complex networks

AU - Long, X.

AU - Fonseca, P.

AU - Aarts, R.M.

AU - Haakma, R.

AU - Foussier, J.

PY - 2014

Y1 - 2014

N2 - Human sleep comprises several stages including wake, rapid-eye-movement sleep, light sleep, and deep sleep. Cardiorespiratory activity has been shown to correlate with sleep stages due to the regulation of autonomic nervous system. Here, the cardiorespiratory interaction (CRI) during sleep is analyzed using a visibility graph (VG) method that represents the CRI time series in complex networks. We demonstrate that the dynamics of the interaction between heartbeats and respiration can be revealed by VG-based networks, whereby sleep stages can be characterized and differentiated

AB - Human sleep comprises several stages including wake, rapid-eye-movement sleep, light sleep, and deep sleep. Cardiorespiratory activity has been shown to correlate with sleep stages due to the regulation of autonomic nervous system. Here, the cardiorespiratory interaction (CRI) during sleep is analyzed using a visibility graph (VG) method that represents the CRI time series in complex networks. We demonstrate that the dynamics of the interaction between heartbeats and respiration can be revealed by VG-based networks, whereby sleep stages can be characterized and differentiated

U2 - 10.1063/1.4902026

DO - 10.1063/1.4902026

M3 - Article

SN - 0003-6951

VL - 105

SP - 203701

JO - Applied Physics Letters

JF - Applied Physics Letters

IS - 20

M1 - 203701

ER -

Modeling cardiorespiratory interaction during human sleep with complex networks

Samenvatting

Toegang tot document

Vingerafdruk

Impact

Sleep Medicine

Citeer dit