DeepSleep convolutional neural network allows accurate and fast detection of sleep arousal

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Deep learning for automated sleep staging using instantaneous heart rate

Normalized confusion matrix of the PPG-based classification accuracies

Sleep staging based on single-channel EEG and EOG with Tiny U-Net

PDF) Automatic Sleep Arousal Detection Using Heart Rate From a Single-Lead Electrocardiogram

Frontiers Automatic Sensory Predictions: A Review of Predictive Mechanisms in the Brain and Their Link to Conscious Processing

Sleep staging based on single-channel EEG and EOG with Tiny U-Net

DeepSleep: Fast and Accurate Delineation of Sleep Arousals at Millisecond Resolution by Deep Learning

PDF) DeepSleep convolutional neural network allows accurate and fast detection of sleep arousal

Frontiers Boosting Recovery During Sleep by Means of Auditory Stimulation

PDF) DeepSleep: Fast and Accurate Delineation of Sleep Arousals at

PDF) DeepSleep: Fast and Accurate Delineation of Sleep Arousals at

Frontiers Visualization of Whole-Night Sleep EEG From 2-Channel Mobile Recording Device Reveals Distinct Deep Sleep Stages with Differential Electrodermal Activity

Neural network analysis of sleep stages enables efficient diagnosis of narcolepsy

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