Poul J. Jennum

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 4

Top Topics

Automatic Analysis

Transfer Learning

Top Venues

IEEE Trans. Biomed. Eng.

Publications

Mads Olsen, Jamie M. Zeitzer, Risa N. Richardson, Valerie H. Musgrave, Helge B. D. Sørensen, Emmanuel Mignot, Poul J. Jennum
A Deep Transfer Learning Approach for Sleep Stage Classification and Sleep Apnea Detection Using Wrist-Worn Consumer Sleep Technologies. IEEE Trans. Biomed. Eng. 71 (8) (2024)
Mads Olsen, Jamie M. Zeitzer, Risa N. Richardson, Polina Davidenko, Poul J. Jennum, Helge B. D. Sørensen, Emmanuel Mignot
A Flexible Deep Learning Architecture for Temporal Sleep Stage Classification Using Accelerometry and Photoplethysmography. IEEE Trans. Biomed. Eng. 70 (1) (2023)
Markus Waser, Heinrich Garn, Poul J. Jennum, Helge B. D. Sørensen
A Blind Source-Based Method for Automated Artifact-Correction in Standard Sleep EEG. EMBC (2018)
Markus Waser, Heinrich Garn, Thomas Benke, Peter Dal-Bianco, Gerhard Ransmayr, Reinhold Schmidt, Poul J. Jennum, Helge B. D. Sørensen
A flexible method for the automated offline-detection of artifacts in multi-channel electroencephalogram recordings. EMBC (2017)