Challenges and opportunities of deep learning for wearable-based objective sleep assessment
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Springer Science and Business Media LLC
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https://www.nature.com/articles/s41746-024-01086-9.pdf
Reference39 articles.
1. Murray, B. J. Subjective and objective assessment of hypersomno- lence. Sleep Medicine Clinics 15, 167–176 (2020).
2. Phan, H., Andreotti, F., Cooray, N., Ch´en, O. Y. & De Vos, M. Seqsleepnet: end-to-end hierarchical recurrent neural network for sequence-to-sequence automatic sleep staging. IEEE Trans. Neural Syst. Rehab. Eng. 27, 400–410 (2019).
3. Zhai, B., Perez-Pozuelo, I., Clifton, E. A. D., Palotti, J. & Guan, Y. Making sense of sleep: multimodal sleep stage classification in a large, diverse population using movement and cardiac sensing. Proc. ACM Interactive, Mobile, Wearable Ubiquitous Technol. 4, 1–33 (2020).
4. Fonseca, P. et al. Sleep stage classification with ecg and respi- ratory effort. Physiol. Measur. 36, 2027 (2015).
5. Perslev, M. et al. U-sleep: resilient high-frequency sleep staging. NPJ Digit. Med. 4, 72 (2021).
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