Automatic segmentation of vessels in in-vivo ultrasound scans. - Philip Tamimi-Sarnikowski; Andreas Brink-Kjær; Ramin Moshavegh; Jørgen Arendt Jensen (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2017)

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)

Predicting Age with Deep Neural Networks from Polysomnograms. - Andreas Brink-Kjaer; Emmanuel Mignot; Helge B. D. Sørensen; Poul Jennum (EMBC, 2020)

Polysomnographic Plethysmography Excursions are Reduced in Obese Elderly Men. - Magnus Ruud Kjær; Andreas Brink-Kjær; Umaer Hanif; Emmanuel Mignot; Poul Jennum; Helge B. D. Sørensen (EMBC, 2021)

End-to-end Deep Learning of Polysomnograms for Classification of REM Sleep Behavior Disorder. - Andreas Brink-Kjaer; Katarina Mary Gunter; Emmanuel Mignot; Emmanuel During; Poul Jennum; Helge B. D. Sørensen (EMBC, 2022)

Age estimation from sleep studies using deep learning predicts life expectancy. - Andreas Brink-Kjaer; Eileen B. Leary; Haoqi Sun; M. Brandon Westover; Katie L. Stone; Paul E. Peppard; Nancy E. Lane; Peggy M. Cawthon; Susan Redline; Poul Jennum; Helge B. D. Sørensen; Emmanuel Mignot (npj Digit. Medicine, 2022)

Fully Automated Detection of Isolated Rapid-Eye-Movement Sleep Behavior Disorder Using Actigraphy. - Andreas Brink-Kjaer; Joseph Winer; Jamie M. Zeitzer; Helge B. D. Sørensen; Poul Jennum; Emmanuel Mignot; Emmanuel During (EMBC, 2023)

SViT: A Spectral Vision Transformer for the Detection of REM Sleep Behavior Disorder. - Katarina Mary Gunter; Andreas Brink-Kjær; Emmanuel Mignot; Helge B. D. Sørensen; Emmanuel During; Poul Jennum (IEEE J. Biomed. Health Informatics, 2023)

Frequency-Aware Masked Autoencoders for Human Activity Recognition using Accelerometers. - Niels R. Lorenzen; Poul J. Jennum; Emmanuel Mignot; Andreas Brink-Kjaer (CoRR, 2025)