From pulses to sleep stages: using heart-rate variability from low-cost wearable devices for accurate four-class sleep stage classification

Pavlos Topalidis; Dominik Heib; Sebastian Baron; Esther-Sevil Eigl; Alexandra Hinterberger; Manuel Schabus

doi:10.1016/j.sleep.2023.11.317

From pulses to sleep stages: using heart-rate variability from low-cost wearable devices for accurate four-class sleep stage classification

Pavlos Topalidis, Dominik Heib, Sebastian Baron, Esther-Sevil Eigl, Alexandra Hinterberger, Manuel Schabus

Research output: Contribution to journal › Meeting Abstract › peer-review

Original language	English
Pages (from-to)	S106
Journal	Sleep Medicine
Volume	115
DOIs	https://doi.org/10.1016/j.sleep.2023.11.317
Publication status	Published - Feb 2024
Event	World Sleep 2023 - Windsor Convention & Expo Center, Rio de Janeiro, Brazil Duration: 20 Oct 2023 → 25 Oct 2023

Fields of Science and Technology Classification 2012

501 Psychology

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10.1016/j.sleep.2023.11.317

Cite this

@article{d70f10ed2b8148bc936b702b4c905a5e,

title = "From pulses to sleep stages: using heart-rate variability from low-cost wearable devices for accurate four-class sleep stage classification",

author = "Pavlos Topalidis and Dominik Heib and Sebastian Baron and Esther-Sevil Eigl and Alexandra Hinterberger and Manuel Schabus",

year = "2024",

month = feb,

doi = "10.1016/j.sleep.2023.11.317",

language = "English",

volume = "115",

pages = "S106",

journal = "Sleep Medicine",

issn = "1389-9457",

publisher = "Elsevier B.V.",

note = "World Sleep 2023, World Sleep 2023 ; Conference date: 20-10-2023 Through 25-10-2023",

}

TY - JOUR

T1 - From pulses to sleep stages

T2 - World Sleep 2023

AU - Topalidis, Pavlos

AU - Heib, Dominik

AU - Baron, Sebastian

AU - Eigl, Esther-Sevil

AU - Hinterberger, Alexandra

AU - Schabus, Manuel

PY - 2024/2

Y1 - 2024/2

UR - https://www.mendeley.com/catalogue/b1f8e450-2380-3f82-b382-3be309e7688a/

U2 - 10.1016/j.sleep.2023.11.317

DO - 10.1016/j.sleep.2023.11.317

M3 - Meeting Abstract

SN - 1389-9457

VL - 115

SP - S106

JO - Sleep Medicine

JF - Sleep Medicine

Y2 - 20 October 2023 through 25 October 2023

ER -

From pulses to sleep stages: using heart-rate variability from low-cost wearable devices for accurate four-class sleep stage classification

Fields of Science and Technology Classification 2012

Access to Document

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