Publications

Alexander Neergaard Zahid, Poul Jennum, Paul Peppard, Emmanuel Mignot, Helge Bjarup Dissing Sørensen (2018). Deep Residual Networks for Automatic Sleep Stage Classification of Raw Polysomnographic Waveforms. IEEE EMBC 2018.

Aske B. Klok, Joakim Edin, Matteo Cesari, Alexander Neergaard Zahid, Poul Jennum, Helge Bjarup Dissing Sørensen (2018). A New Fully Automated Random-Forest Algorithm for Sleep Staging. IEEE EMBC 2018.

Matteo Cesari, Julie a E Christensen, Lykke Kempfner, Alexander Neergaard Zahid, Geert Mayer, Karl Kesper, Wolfgang H Oertel, Friederike Sixel-Döring, Claudia Trenkwalder, Helge B D Sørensen, Poul Jennum (2018). Comparison of computerized methods for rapid eye movement sleep without atonia detection. Sleep.

Alexander Neergaard Zahid, Matteo Cesari, Julie Anja Engelhard Christensen, Helge Bjarup Dissing Sørensen, Emmanuel Mignot, Poul Jennum (2018). A comparative study of methods for automatic detection of rapid eye movement abnormal muscular activity in narcolepsy. Sleep Med.

Alexander Neergaard Zahid, Julie A. E. Christensen, Helge Bjarup Dissing Sørensen, Poul Jennum (2016). A Noise-Assisted Data Analysis Method for Automatic EOG-Based Sleep Stage Classification Using Ensemble Learning. IEEE EMBC 2016.