Fetching the paper…
Reading the bibliography…
This study aims to elucidate the significance of long-range correlations for deep-learning-based sleep staging.
J. A. Hobson, “A manual of standardized terminology, techniques and scoring system for sleep stages of human subjects,” Electroencephalography and clinical neurophysiology , vol. 26, no. 6, p. 644, 1969
1969
Earlier work this paper cites.
A. Bunde, S. Havlin, J. W. Kantelhardt, T. Penzel, J.-H. Peter, and K. Voigt, “Correlated and uncorrelated regions in heart-rate fluctuations during sleep,” Phys. Rev. Lett. , vol. 85, pp. 3736–3739, Oct 2000
2000
Earlier work this paper cites.
B. Kemp, A. H. Zwinderman, B. Tuk, H. A. Kamphuisen, and J. J. Oberye, “Analysis of a sleep-dependent neuronal feedback loop: the slow-wave microcontinuity of the eeg,” IEEE Transactions on Biomedical Engineering , vol. 47, no. 9, pp. 1185–1194, 2000
2000
Earlier work this paper cites.
A. L. Goldberger, L. A. Amaral, L. Glass, J. M. Hausdorff, P. C. Ivanov, R. G. Mark, J. E. Mietus, G. B. Moody, C.-K. Peng, and H. E. Stanley, “Physiobank, physiotoolkit, and physionet: components of a new research resource for complex physiologic signals,” circulation , vol. 101, no. 23, pp. e215–e220, 2000
2000
Earlier work this paper cites.
C. Iber, S. Ancoli-Israel, A. L. Chesson, S. F. Quan et al. , The AASM manual for the scoring of sleep and associated events: rules, terminology and technical specifications . American academy of sleep medicine Westchester, IL, 2007, vol. 1
2007
Earlier work this paper cites.
L. Fiorillo, A. Puiatti, M. Papandrea, P.-L. Ratti, P. Favaro, C. Roth, P. Bargiotas, C. L. Bassetti, and F. D. Faraci, “Automated sleep scoring: A review of the latest approaches,” Sleep medicine reviews , vol. 48, p. 101204, 2019
2019
Earlier work this paper cites.
H. Phan, F. Andreotti, N. Cooray, O. Y. Chén, and M. De Vos, “Seqsleepnet: end-to-end hierarchical recurrent neural network for sequence-to-sequence automatic sleep staging,” IEEE Transactions on Neural Systems and Rehabilitation Engineering , vol. 27, no. 3, pp. 400–410, 2019
2019
Cited alongside, same era.
M. Perslev, S. Darkner, L. Kempfner, M. Nikolic, P. J. Jennum, and C. Igel, “U-sleep: resilient high-frequency sleep staging,” npj Digital Medicine , vol. 4, no. 1, Apr. 2021
2021
Cited alongside, same era.
H. Phan, O. Y. Chen, M. C. Tran, P. Koch, A. Mertins, and M. D. Vos, “XSleepNet: Multi-view sequential model for automatic sleep staging,” IEEE Transactions on Pattern Analysis and Machine Intelligence , pp. 1–1, 2021
2021
Cited alongside, same era.
G. Brandmayr, M. Hartmann, F. Fürbass, and G. Dorffner, “Self-attention long-term dependency modelling in electroencephalography sleep stage prediction,” in Neural Information Processing . Springer International Publishing, 2021, pp. 379–390
A. Gu, K. Goel, and C. Ré, “Efficiently modeling long sequences with structured state spaces,” in International Conference on Learning Representations , 2022
2022
Later among the works it cites.
2022
Later among the works it cites.
2023
Later among the works it cites.
H. Phan, K. P. Lorenzen, E. Heremans, O. Y. Chén, M. C. Tran, P. Koch, A. Mertins, M. Baumert, K. B. Mikkelsen, and M. D. Vos, “L-SeqSleepNet: Whole-cycle long sequence modelling for automatic sleep staging,” IEEE Journal of Biomedical and Health Informatics , pp. 1–10, 2023
2023
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
2021
Cited alongside, same era.
Y. Tay, M. Dehghani, S. Abnar, Y. Shen, D. Bahri, P. Pham, J. Rao, L. Yang, S. Ruder, and D. Metzler, “Long range arena : A benchmark for efficient transformers,” in International Conference on Learning Representations , 2021
2021
Cited alongside, same era.
E. Nguyen, M. Poli, M. Faizi, A. Thomas, C. Birch-Sykes, M. Wornow, A. Patel, C. Rabideau, S. Massaroli, Y. Bengio et al. , “Hyenadna: Long-range genomic sequence modeling at single nucleotide resolution,” in Advances in neural information processing systems , 2023
2023
Later among the works it cites.