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20152026
most citedSeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging

632 citations · 2.1k across the 24 of their papers we have counts for

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2 papers · 1 filter

eess.SP2023★ 10 cited

L-SeqSleepNet: Whole-cycle Long Sequence Modelling for Automatic Sleep Staging

Huy Phan, Kristian P. Lorenzen, Elisabeth Heremans +7

Human sleep is cyclical with a period of approximately 90 minutes, implying long temporal dependency in the sleep data. Yet, exploring this long-term dependency when developing sle…

eess.SP2020★ 279 cited

XSleepNet: Multi-View Sequential Model for Automatic Sleep Staging

Huy Phan, Oliver Y. Chén, Minh C. Tran +3

Automating sleep staging is vital to scale up sleep assessment and diagnosis to serve millions experiencing sleep deprivation and disorders and enable longitudinal sleep monitoring…