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Multimodal Sleep Stage Detection

1 papers with code · Medical
Subtask of Sleep Quality

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

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Greatest papers with code

Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning

30 Jul 2019pquochuy/sleep_transfer_learning

This work presents a deep transfer learning approach to overcome the channel mismatch problem and enable transferring knowledge from a large dataset to a small cohort for automatic sleep staging.

AUTOMATIC SLEEP STAGE CLASSIFICATION MULTIMODAL SLEEP STAGE DETECTION SLEEP STAGE DETECTION TRANSFER LEARNING