Papers with Code · CC BY-SA 4.0

Multimodal Sleep Stage Detection

Sleep Quality › Multimodal Sleep Stage Detection 8 평가 기록 4 datasets

Using multiple modalities such as EEG+EOG, EEG+HR instead of just relying on EEG (polysomnography)

논문

Do Not Sleep on Traditional Machine Learning: Simple and Interpretable Techniques Are Competitive to Deep Learning for Sleep Scoring

2207.07753 2022-07-15 이 페이지의 평가 4건

Accuracy: 86.4%Macro-F1: 0.802Cohen's kappa: 0.812

Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning

1907.13177 2019-07-30 이 페이지의 평가 4건

Accuracy: 82.2%