Kaare Mikkelsen

About Kaare Mikkelsen

Kaare Mikkelsen, With an exceptional h-index of 15 and a recent h-index of 15 (since 2020), a distinguished researcher at Aarhus Universitet, specializes in the field of neurophysics, mobile eeg, sleep, machine learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Long‐term ear‐EEG monitoring of sleep–A case study during shift work

L-SeqSleepNet: Whole-cycle long sequence modelling for automatic sleep staging

Automatic sleep scoring using patient-specific ensemble models and knowledge distillation for ear-EEG data

Study of cognitive component of auditory attention to natural speech events

At-home sleep monitoring using generic ear-EEG

Personalization of automatic sleep scoring: How best to adapt models to personal domains in wearable EEG

Self-applied ear-EEG for sleep monitoring at home

Automatic sleep staging of EEG signals: recent development, challenges, and future directions

Kaare Mikkelsen Information

University

Position

Dept. of Engineering

Citations(all)

1021

Citations(since 2020)

904

Cited By

350

hIndex(all)

15

hIndex(since 2020)

15

i10Index(all)

19

i10Index(since 2020)

17

Email

University Profile Page

Google Scholar

Kaare Mikkelsen Skills & Research Interests

neurophysics

mobile eeg

sleep

machine learning

Top articles of Kaare Mikkelsen

Title

Journal

Author(s)

Publication Date

Long‐term ear‐EEG monitoring of sleep–A case study during shift work

Journal of Sleep Research

Sofie Drevsholt Jørgensen

Preben Kidmose

Kaare Mikkelsen

Maxine Blech

Martin Christian Hemmsen

...

2023/10

L-SeqSleepNet: Whole-cycle long sequence modelling for automatic sleep staging

IEEE Journal of Biomedical and Health Informatics (JBHI)

Huy Phan

Kristian P Lorenzen

Elisabeth Heremans

Oliver Y Chén

Minh C Tran

...

2023/10

Automatic sleep scoring using patient-specific ensemble models and knowledge distillation for ear-EEG data

Biomedical signal processing and control

Kenneth Borup

Preben Kidmose

Huy Phan

Kaare Mikkelsen

2023/3/1

Study of cognitive component of auditory attention to natural speech events

arXiv preprint arXiv:2312.10543

Nhan DT Nguyen

Kaare Mikkelsen

Preben Kidmose

2023/12/16

At-home sleep monitoring using generic ear-EEG

Frontiers in Neuroscience

Yousef R Tabar

Kaare B Mikkelsen

Nelly Shenton

Simon L Kappel

Astrid R Bertelsen

...

2023/2/1

Personalization of automatic sleep scoring: How best to adapt models to personal domains in wearable EEG

Authorea Preprints

Kristian Lorenzen

Elizabeth RM Heremans

Maarten de Vos

Kaare B Mikkelsen

2023/12/7

Self-applied ear-EEG for sleep monitoring at home

Kaare B Mikkelsen

Yousef R Tabar

Hans O Toft

Martin C Hemmsen

Mike L Rank

...

2022/7/11

Automatic sleep staging of EEG signals: recent development, challenges, and future directions

Physiological Measurement

Huy Phan

Kaare Mikkelsen

2022/4/28

Sleeptransformer: Automatic sleep staging with interpretability and uncertainty quantification

IEEE Transactions on Biomedical Engineering (TBME)

Huy Phan

Kaare Mikkelsen

Oliver Y Chén

Philipp Koch

Alfred Mertins

...

2022/8

Repeated automatic sleep scoring based on ear-EEG is a valuable alternative to manually scored polysomnography

PLOS Digital Health

Troels Wesenberg Kjaer

Mike Lind Rank

Martin Christian Hemmsen

Preben Kidmose

Kaare Mikkelsen

2022/10/27

Investigation of low dimensional feature spaces for automatic sleep staging

Computer methods and programs in biomedicine

Yousef Rezaei Tabar

Kaare B Mikkelsen

Mike Lind Rank

Martin Christian Hemmsen

Preben Kidmose

2021/6/1

272 Long-term monitoring of trait-like characteristics of the sleep electroencephalogram using ear-EEG

Sleep

Martin Hemmsen

Kaare Mikkelsen

Mike Rank

Preben Kidmose

2021/5/1

Light-weight sleep monitoring: electrode distance matters more than placement for automatic scoring

arXiv preprint arXiv:2104.04567

Kaare B Mikkelsen

Huy Phan

Mike L Rank

Martin C Hemmsen

Maarten de Vos

...

2021/4/9

Sleep monitoring using ear-centered setups: Investigating the influence from electrode configurations

IEEE Transactions on Biomedical Engineering (TBME)

Kaare Mikkelsen

Huy Phan

Mike Lind Rank

Martin Christian Hemmsen

Maarten De Vos

...

2022/5

EEGs vary less between lab and home locations than they do between people

Frontiers in Computational Neuroscience

Kaare B Mikkelsen

Yousef R Tabar

Christian B Christensen

Preben Kidmose

2021/2/16

Ear-EEG for sleep assessment: A comparison with actigraphy and PSG

Sleep and Breathing

Yousef Rezaei Tabar

Kaare B Mikkelsen

Mike Lind Rank

Martin Christian Hemmsen

Marit Otto

...

2021/9

Predicting sleep classification performance without labels

Kaare B Mikkelsen

Yousef R Tabar

Preben Kidmose

2020/7/20

Personalized automatic sleep staging with single-night data: a pilot study with Kullback–Leibler divergence regularization

Physiological Measurement

Huy Phan

Kaare Mikkelsen

Oliver Y. Chén

Philipp Koch

Alfred Mertins

...

2020/6

Muscle activity detection during sleep by ear-EEG

Yousef R Tabar

Kaare B Mikkelsen

Mike Lind Rank

Martin Christian Hemmsen

Preben Kidmose

2020/7/20

See List of Professors in Kaare Mikkelsen University(Aarhus Universitet)

Co-Authors

academic-engine