424 citations
- Stanford UniversityUS3 papers
- Technical University of DenmarkDK3 papers
- Stanford MedicineUS2 papers
- Catholic University of KoreaKR1 paper
- Centre Hospitalier Universitaire de MontpellierFR1 paper
- Copenhagen University HospitalDK1 paper
- Hôpital Gui de ChauliacFR1 paper
- Innsbruck Medical UniversityAT1 paper
- InsermFR1 paper
- Istituto delle Scienze Neurologiche di BolognaIT1 paper
- Peking University People's HospitalCN1 paper
- Queensland University of TechnologyAU1 paper
3 papers
cs.CV2021★ 36 cited
MSED: a multi-modal sleep event detection model for clinical sleep analysis
Alexander Neergaard Olesen, Poul Jennum, Emmanuel Mignot +1
Clinical sleep analysis require manual analysis of sleep patterns for correct diagnosis of sleep disorders. However, several studies have shown significant variability in manual sc…
cs.CV2020★ 10 cited
Deep transfer learning for improving single-EEG arousal detection
Alexander Neergaard Olesen, Poul Jennum, Emmanuel Mignot +1
Datasets in sleep science present challenges for machine learning algorithms due to differences in recording setups across clinics. We investigate two deep transfer learning strate…
cs.NE2017★ 424 cited
Neural network an1alysis of sleep stages enables efficient diagnosis of narcolepsy
Jens B. Stephansen, Alexander N. Olesen, Mads Olsen +27
Analysis of sleep for the diagnosis of sleep disorders such as Type-1 Narcolepsy (T1N) currently requires visual inspection of polysomnography records by trained scoring technician…