[HTML][HTML] Subjective and objective sleep and circadian parameters as predictors of depression-related outcomes: A machine learning approach in UK Biobank

LM Lyall, N Sangha, X Zhu, DM Lyall, J Ward… - Journal of Affective …, 2023 - Elsevier
Background Sleep and circadian disruption are associated with depression onset and
severity, but it is unclear which features (eg, sleep duration, chronotype) are important and …

Subjective and objective sleep and circadian parameters as predictors of depression-related outcomes: A machine learning approach in UK Biobank

LM Lyall, N Sangha, X Zhu, DM Lyall… - Journal of affective …, 2023 - pubmed.ncbi.nlm.nih.gov
Background Sleep and circadian disruption are associated with depression onset and
severity, but it is unclear which features (eg, sleep duration, chronotype) are important and …

Subjective and objective sleep and circadian parameters as predictors of depression-related outcomes: a machine learning approach in UK Biobank

LM Lyall, N Sangha, X Zhu, DM Lyall… - Journal of Affective …, 2023 - eprints.gla.ac.uk
Background: Sleep and circadian disruption are associated with depression onset and
severity, but it is unclear which features (eg, sleep duration, chronotype) are important and …

Subjective and objective sleep and circadian parameters as predictors of depression-related outcomes: A machine learning approach in UK Biobank.

LM Lyall, N Sangha, X Zhu, DM Lyall… - Journal of Affective …, 2023 - europepmc.org
Background Sleep and circadian disruption are associated with depression onset and
severity, but it is unclear which features (eg, sleep duration, chronotype) are important and …

[引用][C] Subjective and objective sleep and circadian parameters as predictors of depression-related outcomes: A machine learning approach in UK Biobank

LM Lyall, N Sangha, X Zhu, DM Lyall… - Journal of Affective …, 2023 - research.ed.ac.uk
Subjective and objective sleep and circadian parameters as predictors of depression-related
outcomes: A machine learning approach in UK Biobank — University of Edinburgh Research …