image of lab member Alexander Neergaard Olesen

Alexander Neergaard Olesen, PhD, MSc




Deep Learning Methods for Clinical Sleep Analysis Currently: Postdoctoral Fellow in sleep machine learning, DTU, Denmark

Latest Publications

Automatic sleep stage classification with deep residual networks in a mixed-cohort setting

Alexander Neergaard Olesen and Poul Jørgen Jennum and Emmanuel Mignot and Helge Bjarup Dissing Sorensen

Automatic detection of cortical arousals in sleep and their contribution to daytime sleepiness

Andreas Brink-Kjaer and Alexander Neergaard Olesen and Paul E Peppard and Katie L Stone and Poul Jennum and Emmanuel Mignot and Helge BD Sorensen

A comparative study of methods for automatic detection of rapid eye movement abnormal muscular activity in narcolepsy

Alexander Neergaard Olesen and Matteo Cesari and Julie Anja Engelhard Christensen and Helge Bjarup Dissing Sorensen and Emmanuel Mignot and Poul Jennum

End-to-End deep learning model for automatic sleep staging using raw PSG waveforms

Alexander Neergaard Olesen and PE Peppard and HB Sorensen and PJ Jennum and E Mignot