Multivariate phase space reconstruction and Riemannian manifold for sleep stage classification

DeepSleepNet: A Model for Automatic Sleep Stage Scoring Based on Raw Single-Channel EEG

Akara Supratak, Hao Dong, Chao Wu et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 2017 · 1.3K citations · Full text

Computing, Computer Science, Neuroscience +17

Analysis of a sleep-dependent neuronal feedback loop: the slow-wave microcontinuity of the EEG

B. Kemp, A. H. Zwinderman, Bert Tuk et al. · IEEE Transactions on Biomedical Engineering · 2000 · 920 citations

Life Sciences, Neuroscience, Electrophysiology +11

A Manual of Standardized Terminology, Techniques and Scoring System for Sleep Stages of Human Subjects.

Edward A. Wolpert · Archives of General Psychiatry · 1969 · 795 citations

Nursing, Behavioral Sciences, Neuroscience +17

SleepEEGNet: Automated sleep stage scoring with sequence to sequence deep learning approach

Sajad Mousavi, Fatemeh Afghah, U. Rajendra Acharya · PLoS ONE · 2019 · 521 citations · Full text

Engineering, Neuroscience, Feature Engineering +16

A One-Way Components of Variance Model for Categorical Data

J. Richard Landis, Gary G. Koch · Biometrics · 1977 · 475 citations

Public Health, Biostatistics, Psychiatry +13