Umaer Hanif

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 8

Top Topics

Machine Learning

Automatic Detection

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Umaer Hanif, Ulysse Gimenez, Alyssa Cairns, Daniel Lewin, Nisar Ashraf, Emmanuel Mignot
Automatic Detection of Chronic Insomnia from Polysomnographic and Clinical Variables Using Machine Learning. EMBC (2023)
Asbjoern W. Helge, Umaer Hanif, Villads Hulgaard Joergensen, Poul Jennum, Emmanuel Mignot, Helge B. D. Sørensen
Detection of Cheyne-Stokes Breathing using a transformer-based neural network. EMBC (2022)
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
Estimation of Apnea-Hypopnea Index Using Deep Learning On 3-D Craniofacial Scans. IEEE J. Biomed. Health Informatics 25 (11) (2021)
Umaer Hanif, Eric Kezirian, Eva Kirkegaard Kiær, Emmanuel Mignot, Helge B. D. Sørensen, Poul Jennum
. EMBC (2021)
Villads Hulgaard Joergensen, Umaer Hanif, Poul Jennum, Emmanuel Mignot, Asbjoern W. Helge, Helge B. D. Sørensen
Automatic Segmentation to Cluster Patterns of Breathing in Sleep Apnea. EMBC (2021)
Magnus Ruud Kjær, Andreas Brink-Kjær, Umaer Hanif, Emmanuel Mignot, Poul Jennum, Helge B. D. Sørensen
Polysomnographic Plethysmography Excursions are Reduced in Obese Elderly Men. EMBC (2021)
Umaer Hanif, Rasmus R. Paulsen, Eileen B. Leary, Emmanuel Mignot, Poul Jennum, Helge B. D. Sørensen
Prediction of Patient Demographics using 3D Craniofacial Scans and Multi-view CNNs. EMBC (2020)
Umaer Hanif, Lotte Trap, Poul Jennum, Marielle Zoetmulder, Helge B. D. Sørensen
Quantification of muscle activity during sleep for patients with neurodegenerative diseases. EMBC (2015)