Alexander Neergaard Olesen

According to our database, Alexander Neergaard Olesen authored at least 8 papers between 2016 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2021

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

Alexander Neergaard Olesen, Poul Jennum, Emmanuel Mignot, Helge B. D. Sørensen

CoRR, 2021

2020

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

Alexander Neergaard Olesen, Poul Jennum, Emmanuel Mignot, Helge B. D. Sørensen

CoRR, 2020

Deep transfer learning for improving single-EEG arousal detection.

Alexander Neergaard Olesen, Poul Jennum, Emmanuel Mignot, Helge B. D. Sørensen

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

Automatic Detection of Cortical Arousals in Sleep and their Contribution to Daytime Sleepiness.

Andreas Brink-Kjaer, Alexander Neergaard Olesen, Paul E. Peppard, Katie L. Stone, Poul Jennum, Emmanuel Mignot, Helge B. D. Sørensen

CoRR, 2019

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

Alexander Neergaard Olesen, Stanislas Chambon, Valentin Thorey, Poul Jennum, Emmanuel Mignot, Helge B. D. Sørensen

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018

Deep residual networks for automatic sleep stage classification of raw polysomnographic waveforms.

Alexander Neergaard Olesen, Poul Jennum, Paul E. Peppard, Emmanuel Mignot, Helge B. D. Sørensen

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

A New Fully Automated Random-Forest Algorithm for Sleep Staging.

Aske B. Klok, Joakim Edin, Matteo Cesari, Alexander Neergaard Olesen, Poul Jennum, Helge B. D. Sørensen

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2016

A Noise-Assisted Data Analysis Method for Automatic EOG-Based Sleep Stage Classification Using Ensemble Learning.

Alexander Neergaard Olesen, Julie A. E. Christensen, Helge B. D. Sørensen, Poul Jennum

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016