U-Sleep: resilient high-frequency sleep staging

Frontiers Deep learning-based algorithm accurately classifies sleep stages in preadolescent children with sleep-disordered breathing symptoms and age-matched controls

Bioengineering, Free Full-Text

PDF] Dreem Open Datasets: Multi-Scored Sleep Datasets to Compare Human and Automated Sleep Staging

An open-source, high-performance tool for automated sleep staging. - Abstract - Europe PMC

Frontiers Deep transfer learning for automated single-lead EEG sleep staging with channel and population mismatches

Frontiers Deep learning-based algorithm accurately classifies sleep stages in preadolescent children with sleep-disordered breathing symptoms and age-matched controls

Frontiers Deep learning-based algorithm accurately classifies sleep stages in preadolescent children with sleep-disordered breathing symptoms and age-matched controls

Sensors, Free Full-Text

Advanced EEG analysis reveals the complex beauty of the sleeping brain

A deep transfer learning approach for wearable sleep stage classification with photoplethysmography

Frontiers Enhanced sleep staging with artificial intelligence: a validation study of new software for sleep scoring