Quantification of muscle activity during sleep for patients with neurodegenerative diseases. - Umaer Hanif; Lotte Trap; Poul Jennum; Marielle Zoetmulder; Helge B. D. Sørensen (EMBC, 2015)

Prediction of Patient Demographics using 3D Craniofacial Scans and Multi-view CNNs. - Umaer Hanif; Rasmus R. Paulsen; Eileen B. Leary; Emmanuel Mignot; Poul Jennum; Helge B. D. Sørensen (EMBC, 2020)

Upper Airway Classification in Sleep Endoscopy Examinations using Convolutional Recurrent Neural Networks*. - Umaer Hanif; Eric Kezirian; Eva Kirkegaard Kiær; Emmanuel Mignot; Helge B. D. Sørensen; Poul Jennum (EMBC, 2021)

Automatic Segmentation to Cluster Patterns of Breathing in Sleep Apnea. - Villads Hulgaard Joergensen; Umaer Hanif; Poul Jennum; Emmanuel Mignot; Asbjoern W. Helge; Helge B. D. Sørensen (EMBC, 2021)

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)

Estimation of Apnea-Hypopnea Index Using Deep Learning On 3-D Craniofacial Scans. - Umaer Hanif; Eileen B. Leary; Logan D. Schneider; Rasmus R. Paulsen; Anne Marie Morse; Adam Blackman; Paula K. Schweitzer; Clete Kushida; Stanley Y. Liu; Poul Jennum; Helge B. D. Sørensen; Emmanuel Mignot (IEEE J. Biomed. Health Informatics, 2021)

Detection of Cheyne-Stokes Breathing using a transformer-based neural network. - Asbjoern W. Helge; Umaer Hanif; Villads Hulgaard Joergensen; Poul Jennum; Emmanuel Mignot; Helge B. D. Sørensen (EMBC, 2022)

Automatic Detection of Chronic Insomnia from Polysomnographic and Clinical Variables Using Machine Learning. - Umaer Hanif; Ulysse Gimenez; Alyssa Cairns; Daniel Lewin 002; Nisar Ashraf; Emmanuel Mignot (EMBC, 2023)