Kaare B. Mikkelsen - Publications

Unsupervised domain transfer: Overcoming signal degradation in sleep monitoring by increasing scoring realism.

Journal: Journal of neural engineering

Published: August 27, 2026

Music emotion recognition with cEEGrid.

Journal: Journal of neural engineering

Published: August 04, 2026

Fully-automated sleep staging for Parkinson's disease and isolated REM sleep behavior disorder.

Journal: NPJ digital medicine

Published: February 11, 2026

Data-augmented machine learning refines the effective-concentration estimate for eculizumab in complement-mediated diseases.

Journal: Frontiers in immunology

Published: January 31, 2026

Benefits of Different Strategies to Adapt Sleep Scoring Models from Scalp- to Ear-EEG.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 03, 2025

EEG data alignment across devices using a neural network.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 03, 2025

Sleep Analysis Using Longitudinal Ear-EEG Recordings.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 03, 2025

AADNet: An End-to-End Deep Learning Model for Auditory Attention Decoding.

Journal: IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society

Published: July 09, 2025

Cognitive component of auditory attention to natural speech events.

Journal: Frontiers in human neuroscience

Published: July 05, 2024

Personalization of Automatic Sleep Scoring: How Best to Adapt Models to Personal Domains in Wearable EEG.

Journal: IEEE journal of biomedical and health informatics

Published: June 04, 2024

Common sleep data pipeline for combined data sets.

Journal: PloS one

Published: November 13, 2023

L-SeqSleepNet: Whole-cycle Long Sequence Modeling for Automatic Sleep Staging.

Journal: IEEE journal of biomedical and health informatics

Published: August 08, 2023