42 citations · 75 across the 3 of their papers we have counts for
3 papers
q-bio.QM2021★ 3 cited
Light-weight sleep monitoring: electrode distance matters more than placement for automatic scoring
Kaare B. Mikkelsen, Huy Phan, Mike L. Rank +3
Modern sleep monitoring development is shifting towards the use of unobtrusive sensors combined with algorithms for automatic sleep scoring. Many different combinations of wet and…
cs.LG2020★ 42 cited
Personalized Automatic Sleep Staging with Single-Night Data: a Pilot Study with KL-Divergence Regularization
Huy Phan, Kaare Mikkelsen, Oliver Y. Chén +4
Brain waves vary between people. An obvious way to improve automatic sleep staging for longitudinal sleep monitoring is personalization of algorithms based on individual characteri…
q-bio.NC2018★ 30 cited
Personalizing deep learning models for automatic sleep staging
Kaare Mikkelsen, Maarten de Vos
Despite continued advancement in machine learning algorithms and increasing availability of large data sets, there is still no universally acceptable solution for automatic sleep s…