[HTML][HTML] Comparison of deep transfer learning algorithms and transferability measures for wearable sleep staging
SH Waters, GD Clifford - BioMedical Engineering OnLine, 2022 - Springer
Background Obtaining medical data using wearable sensors is a potential replacement for
in-hospital monitoring, but the lack of data for such sensors poses a challenge for …
in-hospital monitoring, but the lack of data for such sensors poses a challenge for …
[HTML][HTML] Automatic sleep stage classification using deep learning: signals, data representation, and neural networks
P Liu, W Qian, H Zhang, Y Zhu, Q Hong, Q Li… - Artificial Intelligence …, 2024 - Springer
In clinical practice, sleep stage classification (SSC) is a crucial step for physicians in sleep
assessment and sleep disorder diagnosis. However, traditional sleep stage classification …
assessment and sleep disorder diagnosis. However, traditional sleep stage classification …