TY  - JOUR 
AU  - Gurdiel, Enrique
AU  - Vaquerizo-Villar, Fernando
AU  - Gomez-Pilar, Javier
AU  - Gutiérrez-Tobal, Gonzalo C.
AU  - Campo, Félix del
AU  - Hornero, Roberto
PY  - 2025
SN  - 2168-2194
UR  - https://uvadoc.uva.es/handle/10324/80308
AB  - Sleep spindles are microevents of the electroencephalogram (EEG) during sleep whose functional interpretation is not fully clear. To streamline the identification process and make it more replicable, multiple automatic detectors have been proposed in...
LA  - spa
PB  - IEEE INSTITUTE OF ELECTRICAL AND ELECTRONICS ENGINEERS INC
KW  - Electroencephalography
KW  - machine learning
KW  - polysomnography
KW  - signal processing
KW  - sleep spindle detection
KW  - XGBoost
TI  - Beyond the Ground Truth, XGBoost Model Applied to Sleep Spindle Event Detection
DO  - 10.1109/JBHI.2025.3544966
ER  -