Association Between Sleep Quality and Deep Learning-Based Sleep Onset Latency Distribution Using an Electroencephalogram

• Κύριοι συγγραφείς: Seungwon Oh (Συγγραφέας), Young-Seok Kweon (Συγγραφέας), Gi-Hwan Shin (Συγγραφέας), Seong-Whan Lee (Συγγραφέας)
• Μορφή: Βιβλίο
• Έκδοση: IEEE, 2024-01-01T00:00:00Z.
• Θέματα: article
• Διαθέσιμο Online: Connect to this object online.

To evaluate sleep quality, it is necessary to monitor overnight sleep duration. However, sleep monitoring typically requires more than 7 hours, which can be inefficient in termxs of data size and analysis. Therefore, we proposed to develop a deep learning-based model using a 30 sec sleep electroence...