Search Results for author: Alexander Malafeev

Found 2 papers, 2 papers with code

Automatic detection of microsleep episodes with deep learning

1 code implementation • 7 Sep 2020 • Alexander Malafeev, Anneke Hertig-Godeschalk, David R. Schreier, Jelena Skorucak, Johannes Mathis, Peter Achermann

Experts visually scored wakefulness, and according to recently developed scoring criteria MSEs, microsleep episode candidates (MSEc), and episodes of drowsiness (ED).

EEG

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Automatic human sleep stage scoring using Deep Neural Networks

2 code implementations • 6 Nov 2018 • Alexander Malafeev, Dmitry Laptev, Stefan Bauer, Ximena Omlin, Aleksandra Wierzbicka, Adam Wichniak, Wojciech Jernajczyk, Robert Riener, Joachim M. Buhmann and Peter Achermann

The classification of sleep stages is the first and an important step in the quantitative analysis of polysomnographic recordings.

Classification General Classification

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