This user research article summarizes the publication: Nghia Phan Duc, et al. A Comparative Analysis of Deep Learning Models for EEG-Based Sleep Stage Classification. IEEE Xplore: 2025 International Technical Conference on Circuits/Systems, Computers, and Communications (ITC-CSCC). (2025): 10.1109/ITC-CSCC66376.2025.11137731.