Physiological signal-based drowsiness detection using machine learning: Singular and hybrid signal approaches

2021/12/13 by Md Mahmudul Hasan, Md. Mahmudul Hasan, Christopher N. Watling +1 · 7 citations
Psychology · Neuroscience · Engineering · #Sleep and Work-Related Fatigue #EEG and Brain-Computer Interfaces #Non-Invasive Vital Sign Monitoring

paper · pdf · doi:10.1016/j.jsr.2021.12.001

Citations

• Driver Drowsiness Classification Using Fuzzy Wavelet-Packet-Based Feature-Extraction Algorithm

Cited by

• Occupational and Driving Challenges Within Sleep Medicine
• Directed Brain Network Analysis for Fatigue Driving Based on EEG Source Signals. [europepmc]
• Enhancing Electrocardiogram Classification with Multiple Datasets and Distant Transfer Learning. [europepmc]
• OCT-based diagnosis of glaucoma and glaucoma stages using explainable machine learning. [europepmc]
• Occupational and Driving Challenges Within Sleep Medicine. [europepmc]
• A multimodal drowsiness dataset using video, biometric, and behavioral data. [europepmc]
• Multiple attention based deep multimodal fusion network for glaucoma and neurodegenerative disease diagnosis. [europepmc]