Open-Source Algorithm for Automated Vigilance State Classification Using Single-Channel Electroencephalogram in Rodents

By sjmartinez • February 14, 2025

Saevskiy A, Suntsova N, Kosenko P, Alam MN, Kostin A. Open-Source Algorithm for Automated Vigilance State Classification Using Single-Channel Electroencephalogram in Rodents. Sensors (Basel). 2025 Feb 3;25(3):921. doi: 10.3390/s25030921. PMID: 39943560.

Tags: automatic sleep stage classification, GMM clustering, NREM sleep, Publications, Pulmonary, Critical Care & Sleep Medicine, REM sleep, single-channel EEG signal, Veterans Administration

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