Merel M. Van Gilst

Heeze, NB, Netherlands

Last Updated: 09/26/2026

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Found 59 publications

Automatic sleep staging and atonia detection in RBD using single-channel chin EMG.

Automatic sleep staging and atonia detection in RBD using single-channel chin EMG.

Journal: Journal of Parkinson's disease

Published: August 03, 2026

Apnea-hypopnea index estimation using overnight chest-wall accelerometry.

Apnea-hypopnea index estimation using overnight chest-wall accelerometry.

Journal: Frontiers in sleep

Published: April 17, 2026

Sleep apnea phenotypes based on multi-night assessment of sleep perception.

Sleep apnea phenotypes based on multi-night assessment of sleep perception.

Journal: Behavioral sleep medicine

Published: February 14, 2026

The SENSS (Stress, Exercise, Nutrition, Sleep, Self-management) study: study protocol for a randomized controlled trial to evaluate an integrated, personalized and stepped care lifestyle approach for people with Parkinson's disease.

The SENSS (Stress, Exercise, Nutrition, Sleep, Self-management) study: study protocol for a randomized controlled trial to evaluate an integrated, personalized and stepped care lifestyle approach for people with Parkinson's disease.

Journal: Frontiers in neurology

Published: November 22, 2025

SSC-SleepNet: A Siamese-Based Automatic Sleep Staging Model With Improved N1 Sleep Detection.

SSC-SleepNet: A Siamese-Based Automatic Sleep Staging Model With Improved N1 Sleep Detection.

Journal: IEEE journal of biomedical and health informatics

Published: May 23, 2025

Learning individual autonomic representations of sleep stages to improve photoplethysmography based sleep monitoring.

Learning individual autonomic representations of sleep stages to improve photoplethysmography based sleep monitoring.

Journal: Physiological measurement

Published: May 13, 2025

A Deep Generative Model for Five-Class Sleep Staging With Arbitrary Sensor Input.

A Deep Generative Model for Five-Class Sleep Staging With Arbitrary Sensor Input.

Journal: IEEE journal of biomedical and health informatics

Published: April 28, 2025

Deep clustering of polysomnography data to characterize sleep structure in healthy sleep and non-rapid eye movement parasomnias.

Deep clustering of polysomnography data to characterize sleep structure in healthy sleep and non-rapid eye movement parasomnias.

Journal: Journal of neuroscience methods

Published: March 12, 2025

Attention on Sleep Stage Specific Characteristics.

Attention on Sleep Stage Specific Characteristics.

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

Published: March 05, 2025

Hypnogram and Hypnodensity Analysis of REM Sleep Behaviour Disorder Using Both EEG and HRV-Based Sleep Staging Models.

Hypnogram and Hypnodensity Analysis of REM Sleep Behaviour Disorder Using Both EEG and HRV-Based Sleep Staging Models.

Journal: Journal of sleep research

Published: November 07, 2024

Multi-Night Home Assessment of Total Sleep Time Misperception in Obstructive Sleep Apnea with and Without Insomnia Symptoms.

Multi-Night Home Assessment of Total Sleep Time Misperception in Obstructive Sleep Apnea with and Without Insomnia Symptoms.

Journal: Clocks & sleep

Published: October 14, 2024

Optimizing wearable single-channel electroencephalography sleep staging in a heterogeneous sleep-disordered population using transfer learning.

Optimizing wearable single-channel electroencephalography sleep staging in a heterogeneous sleep-disordered population using transfer learning.

Journal: Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine

Published: September 30, 2024

Showing 1-12 of 59

Last Updated: 09/26/2026