TY - JOUR
T1 - TeaSpam
T2 - A Novel Method of TEmporal And SPAtial Movement Encoding during Sleep
AU - Kohn, Bernhard
AU - Ruzicka, Laurenz
AU - Hogl, Birgit
AU - Ibrahim, Abubaker
AU - Garn, Heinrich
AU - Heidbreder, Anna
AU - Bergmann, Melanie
AU - Brandauer, Elisabeth
AU - Holzknecht, Evi
AU - Stefani, Ambra
AU - Cesari, Matteo
PY - 2022/7
Y1 - 2022/7
N2 - Movements during sleep characterize sleep disorders, which can disturb sleep or its onset, impacting sleep quantity and quality. Video-polysomnography is the current gold standard to assess movements during sleep, but its availability is limited. Using data recorded with a 3D time of flight sensor, we developed a novel method of encoding temporal and spatial information of automatically identified movements during sleep. In a cohort of 20 insomnia patients and 18 controls, we showed that this novel method holds important information able to discriminate the groups. Future studies will explore the methodology in the context of other sleep disorders.
AB - Movements during sleep characterize sleep disorders, which can disturb sleep or its onset, impacting sleep quantity and quality. Video-polysomnography is the current gold standard to assess movements during sleep, but its availability is limited. Using data recorded with a 3D time of flight sensor, we developed a novel method of encoding temporal and spatial information of automatically identified movements during sleep. In a cohort of 20 insomnia patients and 18 controls, we showed that this novel method holds important information able to discriminate the groups. Future studies will explore the methodology in the context of other sleep disorders.
KW - Humans
KW - Movement
KW - Polysomnography/methods
KW - Sleep
KW - Sleep Initiation and Maintenance Disorders
KW - Sleep Wake Disorders
UR - https://www.scopus.com/pages/publications/85138127243
U2 - 10.1109/EMBC48229.2022.9871521
DO - 10.1109/EMBC48229.2022.9871521
M3 - Article
C2 - 36085969
SN - 2375-7477
VL - 2022
SP - 4222
EP - 4225
JO - Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
JF - Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
ER -