Multi-Scored Sleep Databases: How to Exploit the Multiple-Labels in Automated Sleep Scoring.

Luigi FiorilloDavide PedroncelliValentina AgostiniPaolo FavaroFrancesca Dalia Faraci

Published in: Sleep (2023)

Our approach definitely enables a model to better adapt to the consensus of the group of scorers. Future work will focus on further investigations on different scoring architectures and hopefully large-scale-heterogeneous multi-scored datasets.

Keyphrases

sleep quality
physical activity
machine learning
high throughput
clinical practice
big data
rna seq
artificial intelligence