Mortality Risk Assessment Using Deep Learning-Based Frequency Analysis of EEG and EOG in Sleep.
Teitur Óli KristjánssonKatie L StoneHelge B D SorensenAndreas Brink-KjaerEmmanuel Jean-Marie MignotPoul JennumPublished in: Sleep (2024)
Spectral power features, possibly reflecting abnormal sleep microstructure, are associated with mortality risk. These findings add to a growing literature suggesting that sleep contains incipient predictors of health and mortality.
Keyphrases
- risk assessment
- sleep quality
- deep learning
- physical activity
- cardiovascular events
- healthcare
- public health
- systematic review
- risk factors
- mental health
- human health
- cardiovascular disease
- functional connectivity
- machine learning
- optical coherence tomography
- type diabetes
- working memory
- heavy metals
- resting state
- depressive symptoms
- magnetic resonance imaging
- artificial intelligence
- social media
- health promotion
- contrast enhanced