image of lab member Alexander Neergaard Olesen

Alexander Neergaard Olesen, PhD, MSc

Position

Consultant

About

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

Latest Publications

2021
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

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

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 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
Deep transfer learning for improving single-EEG arousal detection

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
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
0142 automatic detection of cortical arousals in sleep using bi-direction lstm networks

A Brink-Kjaer and Alexander Neergaard Olesen and CA Jespersen and PE Peppard and PJ Jennum and HB Sørensen and E Mignot