Enhancing Healthcare with EOG: A Novel Approach to Sleep Stage Classification

• Published in: Proceedings of the ... IEEE International Conference on Acoustics, Speech and Signal Processing (1998) pp. 2305 - 2309
• Main Authors: Maiti, Suvadeep, Sharma, Shivam Kumar, Bapi, Raju S.
• Format: Conference Proceeding
• Language: English
• Published: IEEE 14.04.2024
• Subjects: Automatic Sleep Staging; Data acquisition; Deep Learning; Electric potential; Electrooculogram (EOG); Electrooculography; Medical services; Polysomnography (PSG); Rapid Eye Movement (REM); Signal processing; Speech enhancement

We introduce an innovative approach to automated sleep stage classification using electrooculogram (EOG) signals, addressing the discomfort and impracticality associated with electroencephalogram (EEG) data acquisition. In addition, this approach is untapped in the field, highlighting its potential...