Advanced searches left 3/3

Sleep Study - Springer Nature

Summarized by Plex Scholar
Last Updated: 23 July 2022

* If you want to update the article please login/register

Age estimation from sleep studies using deep learning predicts life expectancy

Sleep disorders are on the rise with age and are predictors of mortality. In seven separate cohorts aged between 20 and 90, Aging was developed using 2500 PSGs and tested in 10,699 PSGs from men and women. Basic sleep scoring measures had an error of 14. 9 years, with a mean absolute error of 5. 8 %u00b1 1. 6 years, while standard sleep scoring methods had an error of 1. 29 years. Greater AEE was largely represented in increased sleep fragmentation, meaning that this is a key biomarker of future health independent of sleep apnea.

Source link: https://doi.org/10.1038/s41746-022-00630-9


A large collection of real-world pediatric sleep studies

We create the Nationwide Children's Hospital Sleep DataBank to publish it in Physionet and the National Sleep Research Resource, which is a large sleep study common with physiological, scientific, and analytical methods in order to accelerate studies on pediatric sleep and its relationship to health. Between 2017, and 2019, at NCH, there are 3,984 polysomnography studies and over 5. 6 million medical records on 3,673 unique patients. Among other potential scientific findings, The NCH Sleep DataBank is a valuable resource for automatizing sleep monitoring and real-time sleep disorder prediction.

Source link: https://doi.org/10.1038/s41597-022-01545-6

* Please keep in mind that all text is summarized by machine, we do not bear any responsibility, and you should always check original source before taking any actions

* Please keep in mind that all text is summarized by machine, we do not bear any responsibility, and you should always check original source before taking any actions