367 citations · 417 across the 4 of their papers we have counts for
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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.SP2021★ 28 cited
Pediatric Automatic Sleep Staging: A comparative study of state-of-the-art deep learning methods
Huy Phan, Alfred Mertins, Mathias Baumert
Background: Despite the tremendous progress recently made towards automatic sleep staging in adults, it is currently unknown if the most advanced algorithms generalize to the pedia…