image of lab member Alexander Neergaard Olesen

Alexander Neergaard Olesen, PhD, MScEng

Position

Consultant

Pronouns

he/him

About

I am a biomedical engineer and research scientist with special interests in signal processing and machine learning for computational sleep science. I design algorithms and data processing pipelines for modeling, analysis and visualisation of physiological signals such as EEG, EOG and EMG obtained from nocturnal PSG recordings. Through this work, I hope to further our collective understanding of sleep pathologies, and how they impact human health.

Latest Publications

2021
MSED: a multi-modal sleep event detection model for clinical sleep analysis

Alexander Neergaard Olesen and Poul Jennum and Emmanuel Mignot and Helge BD Sorensen

2020
Deep transfer learning for improving single-EEG arousal detection

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

2020
Deep transfer learning for improving single-EEG arousal detection

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

2020
Automatic sleep stage classification with deep residual networks in a mixed-cohort setting

Alexander Neergaard Olesen and Poul Jennum and Emmanuel Mignot and Helge BD Sorensen

2020
Automatic sleep stage classification with deep residual networks in a mixed-cohort setting

Alexander Neergaard Olesen and Poul Jennum and Emmanuel Mignot and Helge BD Sorensen

2020
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

2019
Towards a Flexible Deep Learning Method for Automatic Detection of Clinically Relevant Multi-Modal Events in the Polysomnogram

Alexander Neergaard Olesen and Stanislas Chambon and Valentin Thorey and Poul Jennum and Emmanuel Mignot and Helge BD Sorensen

2019
Improving and Automating Sleep Study Interpretation

Eileen B Leary and Alexander Neergaard Olesen and Rebekka K Seeger-Zybok and Helge Bjarup Dissing Sørensen and Poul Jennum and Emmanuel Mignot

2019
Towards a Flexible Deep Learning Method for Automatic Detection of Clinically Relevant Multi-Modal Events in the Polysomnogram

Alexander Neergaard Olesen and Stanislas Chambon and Valentin Thorey and Poul Jennum and Emmanuel Mignot and Helge BD Sorensen

2018
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