Scoring sleep using respiration and movement-based features

MethodsX

L.M. Aiani¹  S. Hochman²  H. Kloefkorn³  N.P. Pedersen³ 

[1] Corresponding author.;Department of Neurology, School of Medicine, Emory University, Atlanta, GA, United States;Department of Physiology, School of Medicine, Emory University, 615 Michael Street, Atlanta, GA 30033, United States;

关键词: Sleep Scoring Using Respiration- and Movement-Based Features;   

DOI  :  

来源: DOAJ

【 摘 要 】

Rules derived from standard Rechtschaffen and Kales criteria were developed to accurately score rodent sleep into wake, rapid eye movement (REM) sleep, and non-REM sleep using movements detected by non-contact electric field (EF) sensors.• Using this method, rodent sleep can be scored using only respiratory and gross body movements as a validated, non-invasive alternative to electrode techniques.• The methodology and rules established for EF sensor-based sleep scoring were easily learned and implemented.• Examples of expert-scored files are included here to help novice scorers self-train to score sleep.Though validated in mice, sleep scoring using respiratory movements has the potential for application in other species and through other movement-based technologies beyond EF sensors.

【 授权许可】

Unknown