Description of impact
ADVANCED SLEEP MONITORING
Sleep is an essential behavior, takingup about approximately one third of our lives. Therefore, it is not surprisingthat sleep disorders have a profound impact on quality of life.
Both subjective symptoms of sleepdisorders as well as objective indicators of sleep quality are not constant,and can vary considerably from night to night. In current clinical practice however, sleep monitoring usually consistsof only one night recording of physiological signals such as brain activity,heart rate and respiration. Moreover, current diagnostic techniques assess onlya small part of the underlying pathophysiology, still using EEG-basedpolysomnographic measurements developed in the '60s. Therefore, there is astrong need for advanced sleep monitoring techniques that can obtain bothsubjective and objective data over the long term in patient friendly (at home)settings, and assess disorders on a deeper pathophysiological level.
Within theBM/d Research Lab, we are intensively working together withthe Centerfor Sleep Medicine Kempenhaeghe to create a next generation ‘toolbox of sleep medicine’, improving the careprocess from screening, diagnosis, treatment selection towards outcomemonitoring.
Research approaches include advancedanalysis techniques to extract more information from current diagnostictechnologies such as polysomnography. Moreover, new technologies are developedand validated to fundamentally upgrade sleep monitoring and diagnostics. Theseinclude non-obtrusive ways of long-term sleep assessment, for example based oncardiorespiratory sleep scoring. Morepathophysiological insights are gained from new ways to quantify respiratoryeffort. The long-term tracking of subjective sleep symptoms is combined withthese objective measurements. Importantly, sleep is regarded as a ’24-hour phenomenon’, implying thatassessment of daytime symptoms and behavior is an essential part of thediagnostic process.
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Related content
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Research output
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Improving sleep/wake classification with recurrence quantification analysis features
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Shift-work-related sleep disruption and the risk of decline in cognitive function: The CRUISE Study
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Deep Transfer Learning for Automated Single-Lead EEG Sleep Staging with Channel and Population Mismatches
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A generative foundation model for five-class sleep staging with arbitrary sensor input
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Automated sleep staging in people with intellectual disabilities using heart rate and respiration variability
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Hypocretin/orexin disturbances in neurological disorders
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Multi-Night Home Assessment of Total Sleep Time Misperception in Obstructive Sleep Apnea with and Without Insomnia Symptoms
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Deep clustering of polysomnography data to characterize sleep structure in healthy sleep and non-rapid eye movement parasomnias
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A Deep Generative Model for Five-Class Sleep Staging with Arbitrary Sensor Input
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Slaan en schreeuwen in de slaap: Diagnostiek en implicaties van een REM-slaapgedragsstoornis
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Self-dissimilarity of respiratory effort across sleep states and time
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic
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When the Clock Strikes A-fib
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Overview of the hypnodensity approach to scoring sleep for polysomnography and home sleep testing
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Pulse-by-pulse photoplethysmography quality index for signal reliability assessment based on pulse morphology
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Estimating the severity of obstructive sleep apnea using ECG, respiratory effort and neural networks
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Machine learning-derived active sleep as an early predictor of white matter development in preterm infants
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Conceptions of sleep experience: a layman perspective
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Estimating sleep stages using cardiorespiratory signals: validation of a novel algorithm across a wide range of sleep-disordered breathing severity
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Obstructive sleep apnea in people with intellectual disabilities: adherence to and effect of CPAP
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The effect of chronic sleep deprivation on cognition in healthy middle aged men
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The role of personality traits in insomnia
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Speckle Vibrometry for Contactless Instantaneous Heart Rate and Respiration Rate Monitoring on Mechanically Ventilated Patients
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Unobtrusive sleep state measurements in preterm infants - A review
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Design and evaluation of a negotiation-based sleep scheduler app for insomnia treatment
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Social responsiveness in pediatric narcolepsy patients
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Automatic detection of overnight deep sleep based on heart rate variability : a preliminary study
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Impaired social functioning in children with narcolepsy
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Video-based actigraphy for monitoring wake and sleep in healthy infants: A Laboratory Study
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Prolonged heart rate recovery after cortical arousals in patients with COMISA compared to OSA
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It is all in the wrist: wearable sleep staging in a clinical population versus reference polysomnography
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Respiration extraction and atrial fibrillation detection from clinical data based on single RGB camera
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Leveraging Central Sleep Apnea Events to Validate the Measurement of Lung Volume Changes Using Thoracic Bio-Impedance
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Estimation of respiratory rate and effort from a chest-worn accelerometer using constrained and recursive principal component analysis
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A mobile app for longterm monitoring of narcolepsy symptoms: design, development, and evaluation
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Overnight maternal heart rate variability for early prediction of gestational diabetes mellitus: a retrospective cohort study
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Full video pulse extraction
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Sleep as a window of cardiometabolic health: The potential of digital sleep and circadian biomarkers
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Exploring the clinical features of narcolepsy type 1 versus narcolepsy type 2 from European Narcolepsy Network database with machine learning
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Correction to: Assessing sleep-wake survival dynamics in relation to sleep quality in a placebo-controlled pharmacological intervention study with people with insomnia and healthy controls
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'The clocks that time us'--circadian rhythms in neurodegenerative disorders
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Detection of nocturnal slow wave sleep based on cardiorespiratory activity in healthy adults
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Temporal dynamics of awakenings from slow-wave sleep in non-rapid eye movement parasomnia
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Performance of cardiorespiratory-based sleep staging in patients using beta blockers
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Quantitative validation of the suprasternal pressure signal to assess respiratory effort during sleep
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Heart rate response to cortical arousals in patients with isolated obstructive sleep apnea and with comorbid insomnia (COMISA)
Research output: Contribution to journal › Article › Academic › peer-review
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Sleep disorders in neurology: a practical approach
Research output: Book/Report › Book editing › Professional
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Improving sleep/wake detection via boundary adaptation for respiratory spectral features
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Development and evaluation of a non-obtrusive patient monitoring system with smart patient beds
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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A new incidence peak of childhood narcolepsy type 1 in 2013: a new perspective on the role of influenza virus?
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Deep learning approach for ECG-based automatic sleep state classification in preterm infants
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PerSleep: A Visual Analytics Approach for Performance Assessment of Sleep Staging Models
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Modelling sleep state misperception at sleep onset
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Quantitative motor performance and sleep benefit in Parkinson disease
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Multilevel interval coded scoring to assess the cardiovascular status of sleep apnea patients using oxygen saturation markers
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Gender effect found in the association between overnight breathing rate variation and reported sleep quality scores
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic
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Determinants of self-reported sleep quality in healthy sleepers and patients
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EVE : a combined physical-digital interface for insomnia sleep diary
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Lying awake at night: cardiac autonomic activity in relation to sleep onset and maintenance
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Daytime sleepiness and BMI exhibit gender and age differences in patients with central disorders of hypersomnolence
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On the impact of arousals on the performance of sleep and wake classification using actigraphy
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Anxiety and mood disorders in narcolepsy: a case-control study
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Audio-based snore detection using deep neural networks
Research output: Contribution to journal › Article › Academic › peer-review
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Home sleep monitoring
Research output: Thesis › Phd Thesis 1 (Research TU/e / Graduation TU/e)
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Prospective assessment of subjective sleep benefit in Parkinson's disease
Research output: Contribution to journal › Article › Academic › peer-review
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A novel low-complexity post-processing algorithm for precise QRS localization
Research output: Contribution to journal › Article › Academic › peer-review
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Multi-night home assessment of sleep structure in OSA with and without insomnia
Research output: Contribution to journal › Article › Academic › peer-review
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On the analysis and classification of sleep stages from cardiorespiratory activity
Research output: Thesis › Phd Thesis 1 (Research TU/e / Graduation TU/e)
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Effects of long-term sleep disruption on cognitive function and brain amyloid-β burden: a case-control study
Research output: Contribution to journal › Article › Academic › peer-review
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Cognitive Complaints in Patients with Suspected Obstructive Sleep Apnea Are Associated with Sleepiness, Fatigue, and Anxiety, Not with Final Diagnosis or Objective Cognitive Impairment
Research output: Contribution to journal › Article › Academic › peer-review
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Transferability of a single-channel EEG automated sleep stager in the sleep-disordered population
Research output: Contribution to conference › Poster
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Automated preterm infant sleep staging using capacitive electrocardiography
Research output: Contribution to journal › Article › Academic › peer-review
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Wearable monitoring of sleep-disordered breathing: Estimation of the apnea-hypopnea index using wrist-worn reflective photoplethysmography
Research output: Contribution to journal › Article › Academic › peer-review
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Recurrent neural network for classification of snoring and non-snoring sound events
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Phenotypes of sleeplessness: stressing the need for psychodiagnostics in the assessment of insomnia
Research output: Contribution to journal › Article › Academic › peer-review
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Photoplethysmography beat detection and pulse morphology quality assessment for signal reliability estimation
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Long-term occupational sleep loss and post-retirement cognitive decline or dementia
Research output: Contribution to journal › Article › Academic › peer-review
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Automatic Detection of Atrial Fibrillation from Ballistocardiogram (BCG) Using Wavelet Features and Machine Learning
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Automatic sleep staging using heart rate variability, body movements, and recurrent neural networks in a sleep disordered population
Research output: Contribution to journal › Article › Academic › peer-review
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Fully-automatic camera-based pulse-oximetry during sleep
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Skin temperature as a predictor of on-the-road driving performance in people with central disorders of hypersomnolence
Research output: Contribution to journal › Article › Academic › peer-review
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Exploring the Parkinson patients' perspective on home-based video recording for movement analysis: a qualitative study
Research output: Contribution to journal › Article › Academic › peer-review
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Certainty about Uncertainty in Sleep Staging: a Theoretical Framework
Research output: Contribution to journal › Article › Academic › peer-review
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Extraction of cardiac-related signals from a suprasternal pressure sensor during sleep
Research output: Contribution to journal › Article › Academic › peer-review
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On the relationship of arousals and artifacts in respiratory effort signals
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Aleatoric Uncertainty Estimation of Overnight Sleep Statistics Through Posterior Sampling Using Conditional Normalizing Flows
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Studying Sleep: Towards the Identification of Hypnogram Features that Drive Expert Interpretation
Research output: Contribution to journal › Article › Academic › peer-review
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Remote thermography for respiration rate monitoring: a study into the optimal experimental setup
Research output: Contribution to conference › Poster
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A hybrid DCNN-SVM model for classifying neonatal sleep and wake states based on facial expressions in video
Research output: Contribution to journal › Article › Academic › peer-review
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Daytime complaints associated with sleepiness and fatigue among patients suffering from obstructive sleep apnea and narcolepsy: a qualitative study
Research output: Contribution to journal › Meeting Abstract › Academic
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Enhanced food-related responses in the ventral medial prefrontal cortex in narcolepsy type 1
Research output: Contribution to journal › Article › Academic › peer-review
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FDG PET, dopamine transporter SPECT, and olfaction: Combining biomarkers in REM sleep behavior disorder
Research output: Contribution to journal › Article › Academic › peer-review
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Poor sleep quality and fatigue but no excessive daytime sleepiness in myotonic dystrophy type 2
Research output: Contribution to journal › Article › Academic › peer-review
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Modelling sleep onset misperception in insomnia
Research output: Contribution to journal › Meeting Abstract › Academic
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Automatic feature selection for sleep/wake classification with small data sets
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Learning individual autonomic representations of sleep stages to improve photoplethysmography based sleep monitoring
Research output: Contribution to journal › Article › Academic › peer-review
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Inter-rater disagreement in manual scoring of intensive care unit sleep data
Research output: Contribution to journal › Article › Academic › peer-review
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On the generalizability of ECG-based obstructive sleep apnea monitoring: merits and limitations of the Apnea-ECG database
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Diaphragm electromyography to estimate respiratory effort: a preliminary study
Research output: Contribution to journal › Meeting Abstract › Academic
-
Analyzing respiratory effort amplitude for automated sleep stage classification
Research output: Contribution to journal › Article › Academic › peer-review
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A deep transfer learning approach for wearable sleep stage classification with photoplethysmography
Research output: Contribution to journal › Article › Academic › peer-review
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Attention on Sleep Stage Specific Characteristics
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Heart rate variability-based sleep staging in healthy subjects and patients with sleep disorders
Research output: Contribution to journal › Meeting Abstract › Academic
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Validation of the Dutch translation of the Paris Arousal Disorders Severity Scale for non-REM parasomnias in a 1-year and 1-month version
Research output: Contribution to journal › Article › Academic › peer-review
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Robust two-dimensional pressure sensing mattress based on optical coupling between crossing polymer optical fibres
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Sleep Stage Probabilities Derived from Neurological or Cardiorespiratory Signals by Means of Artificial Intelligence
Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
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Match and Mismatch between Lived Experiences of Daytime Sleepiness and Diagnostic Instruments: A Qualitative Study amongst Patients with Sleep Disorders
Research output: Contribution to journal › Article › Academic › peer-review
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Autonomic arousal detection and cardio-respiratory sleep staging improve the accuracy of home sleep apnea tests
Research output: Contribution to journal › Article › Academic › peer-review
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FlexEvent: going beyond Case-Centric Exploration and Analysis of Multivariate Event Sequences
Research output: Contribution to journal › Article › Academic › peer-review
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Unobtrusive assessment of neonatal sleep state based on heart rate variability retrieved from electrocardiography used for regular patient monitoring
Research output: Contribution to journal › Article › Academic › peer-review
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Subjective sleep quality monitoring with the hypnos digital sleep diary: Evaluation of usability and user experience
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Cognitive complaints in obstructive sleep Apnea: The overlooked role of coping styles
Research output: Contribution to journal › Article › Academic › peer-review
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Effects of solriamfetol on on-the-road driving performance in participants with excessive daytime sleepiness associated with obstructive sleep apnoea
Research output: Contribution to journal › Article › Academic › peer-review
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Radar-based sleep stage classification in children undergoing polysomnography: a pilot-study
Research output: Contribution to journal › Article › Academic › peer-review
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Measurement of cardio-respiratory dynamics during sleep arousals with a suprasternal pressure sensor
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Protocol of the SOMNIA project: an observational study to create a neurophysiological database for advanced clinical sleep monitoring
Research output: Contribution to journal › Article › Academic › peer-review
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What causes the differences in cardiac activity within and between subjects during sleep?
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic
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Cardiorespiratory sleep stage detection using conditional random fields
Research output: Contribution to journal › Article › Academic › peer-review
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Effect of treatment on cognitive and attention problems in children with narcolepsy type 1
Research output: Contribution to journal › Article › Academic › peer-review
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Long-term sleep measurements in the home-setting: a clinical trial to predict comorbid insomnia in OSA
Research output: Contribution to conference › Poster
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Relationship of Pulse Arrival Time patterns and Obstructive Sleep Apnea in wake to sleep transitions
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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The thought journal app: Designed to confront thoughts that influence sleep
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Intermediate hypocretin-1 cerebrospinal fluid levels and typical cataplexy: their significance in the diagnosis of narcolepsy type 1
Research output: Contribution to journal › Article › Academic › peer-review
-
Assessing sleep-wake survival dynamics in relation to sleep quality in a placebo-controlled pharmacological intervention study with people with insomnia and healthy controls
Research output: Contribution to journal › Article › Academic › peer-review
-
The autonomic nervous system
Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
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Measuring dissimilarity between respiratory effort signals based on uniform scaling for sleep staging
Research output: Contribution to journal › Article › Academic › peer-review
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New 2013 incidence peak in childhood narcolepsy: more than vaccination?
Research output: Contribution to journal › Article › Academic › peer-review
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Sleep stage classification from heart-rate variability using long short-term memory neural networks
Research output: Contribution to journal › Article › Academic › peer-review
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The impact of healthy pregnancy on features of heart rate variability and pulse wave morphology derived from wrist-worn photoplethysmography
Research output: Contribution to journal › Article › Academic › peer-review
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Singular value decomposition for removal of cardiac interference from trunk electromyogram
Research output: Contribution to journal › Article › Academic › peer-review
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V-awake: a visual analytics approach for correcting sleep predictions from deep learning models
Research output: Contribution to journal › Conference article › peer-review
-
Modeling sleep onset misperception in insomnia
Research output: Contribution to journal › Article › Academic › peer-review
-
Multi-modal multi-task deep neural networks for sleep disordered breathing assessment using cardiac and audio signals
Research output: Contribution to journal › Article › Academic › peer-review
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Hypocretin-1 measurements in cerebrospinal fluid using radioimmunoassay: within and between assay reliability and limit of quantification
Research output: Contribution to journal › Article › Academic › peer-review
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Data-Driven Phenotyping of Central Disorders of Hypersomnolence With Unsupervised Clustering
Research output: Contribution to journal › Article › Academic › peer-review
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Sleep Characteristics In Patients With Comisa Compared To Osa And Insomnia
Research output: Contribution to conference › Poster
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Obstructive sleep apnea screening performance of the STOP-BANG questionnaire and a home sleep apnea test device in atrial fibrillation ablation candidates
Research output: Contribution to journal › Article › Academic › peer-review
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HLA associations in narcolepsy type 1 persist after the 2009 H1N1 pandemic
Research output: Contribution to journal › Article › Academic › peer-review
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Effects of solriamfetol on on-the-road driving in participants with narcolepsy: A randomised crossover trial
Research output: Contribution to journal › Article › Academic › peer-review
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Idling for Decades: A European Study on Risk Factors Associated with the Delay Before a Narcolepsy Diagnosis
Research output: Contribution to journal › Article › Academic › peer-review
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A design research into the needs of a sleep diary for children
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Psychotic symptoms in narcolepsy: phenomenology and a comparison with schizophrenia
Research output: Contribution to journal › Article › Academic › peer-review
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Usefulness of the Maintenance of Wakefulness Test in central disorders of hypersomnolence: a scoping review
Research output: Contribution to journal › Article › Academic › peer-review
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Time-frequency analysis of heart rate variability for sleep and wake classification
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
-
Narcolepsy risk loci outline role of T cell autoimmunity and infectious triggers in narcolepsy
Research output: Contribution to journal › Article › Academic › peer-review
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A review of digital cognitive behavioral therapy for insomnia (Cbt-i apps): Are they designed for engagement?
Research output: Contribution to journal › Review article › peer-review
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Cognitive complaints in patients with untreated obstructive sleep apnea versus patients with neurological and respiratory diseases: prevalence, severity and risk factors
Research output: Contribution to journal › Article › Academic › peer-review
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Thermal Cameras for Overnight Measuring of Respiration in a Clinical Setting
Research output: Contribution to journal › Article › Academic › peer-review
-
A sleep stage estimation algorithm based on cardiorespiratory signals derived from a suprasternal pressure sensor
Research output: Contribution to journal › Article › Academic › peer-review
-
Automatic roI detection for camera-based pulse-rate measurement
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
-
Accelerometer-based quantitative analysis of axial nocturnal movements differentiates patients with Parkinson's disease, but not high-risk individuals, from controls
Research output: Contribution to journal › Article › Academic › peer-review
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The Use of Respiratory Effort Improves an ECG-Based Deep Learning Algorithm to Assess Sleep-Disordered Breathing
Research output: Contribution to journal › Article › Academic › peer-review
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Recurrent convolutional neural network for snore detection using audio data
Research output: Contribution to conference › Abstract › Academic
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A computationally efficient algorithm for wearable sleep staging in clinical populations
Research output: Contribution to journal › Article › Academic › peer-review
-
Home video monitoring system for neurodegenerative diseases based on commercial HD cameras
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
-
Recognizing the Symptom Spectrum of Narcolepsy to Improve Timely Diagnosis: A Narrative Review
Research output: Contribution to journal › Review article › peer-review
-
Spectral boundary adaptation on heart rate variability for sleep and wake classification
Research output: Contribution to journal › Article › Academic › peer-review
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Parkinson's disease and turning in bed
Research output: Contribution to conference › Poster
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Sinus or not: a new beat detection algorithm based on a pulse morphology quality index to extract normal sinus rhythm beats from wrist-worn photoplethysmography recordings
Research output: Contribution to journal › Article › Academic › peer-review
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Between-laboratory and demographic effects on heart rate and its variability during sleep
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Genome-wide association study identifies new HLA class II haplotypes strongly protective against narcolepsy
Research output: Contribution to journal › Article › Academic › peer-review
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Estimating respiratory effort through diaphragmatic electromyography on simulated airway obstructions
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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An interactive thought visualization tool for insomnia treatment
Research output: Contribution to journal › Article › Academic › peer-review
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Sleep-Wake Survival Dynamics in People with Insomnia
Research output: Contribution to journal › Article › Academic › peer-review
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Dissociative Symptoms are Highly Prevalent in Adults with Narcolepsy Type 1
Research output: Contribution to journal › Article › Academic › peer-review
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Home-EEG assessment of possible compensatory mechanisms for sleep disruption in highly irregular shift workers - The ANCHOR study
Research output: Contribution to journal › Article › Academic › peer-review
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Representations of temporal sleep dynamics: Review and synthesis of the literature
Research output: Contribution to journal › Review article › peer-review
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Combining HRV features for automatic arousal detection
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Model-Based Evaluation of Methods for Respiratory Sinus Arrhythmia Estimation
Research output: Contribution to journal › Article › Academic › peer-review
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Thermal Cameras for Continuous and Contactless Respiration Monitoring
Research output: Contribution to journal › Review article › peer-review
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SOM-CPC: Unsupervised Contrastive Learning with Self-Organizing Maps for Structured Representations of High-Rate Time Series
Research output: Contribution to journal › Article › Academic
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Actigraphy-based sleep/wake detection for insomniacs
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
-
Respiratory activity extracted from wrist-worn reflective photoplethysmography in a sleep-disordered population
Research output: Contribution to journal › Article › Academic › peer-review
-
Validation of the Dutch translation of the Paris Arousal Disorder Severity Scale in a one-year and one-month version
Research output: Contribution to journal › Meeting Abstract › Academic
-
The distinguishing motor features of cataplexy: a study from video-recorded attacks
Research output: Contribution to journal › Article › Academic › peer-review
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Testing the performance of an electrocardiogram-based sleep staging algorithm using reflective photoplethysmography data in a sleep disordered population
Research output: Contribution to journal › Meeting Abstract › Academic
-
Modeling cardiorespiratory interaction during human sleep with complex networks
Research output: Contribution to journal › Article › Academic › peer-review
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Sleep apnea detection using time-delayed heart rate variability
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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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
Research output: Contribution to journal › Article › Academic › peer-review
-
Evaluating the effect of cannabidiol on sleep quality in patients with multiple sclerosis using 15 aggregated N-of-1 trials: A study protocol
Research output: Contribution to journal › Article › Academic › peer-review
-
Single-channel EOG sleep staging on a heterogeneous cohort of subjects with sleep disorders
Research output: Contribution to journal › Article › Academic › peer-review
-
Actigraphy as a diagnostic aid for REM sleep behavior disorder in Parkinson's disease
Research output: Contribution to journal › Article › Academic › peer-review
-
What is in a name? Definitions of insomnia in people with intellectual disabilities
Research output: Contribution to journal › Article › Academic › peer-review
-
Contactless Camera-Based Sleep Staging: The HealthBed Study
Research output: Contribution to journal › Article › Academic › peer-review
-
Autonomic cardiac activity in adults with short and long sleep onset latency
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
-
The influence of the length of awakenings on sleep onset misperception
Research output: Contribution to journal › Meeting Abstract › Academic
-
Estimation of the apnea-hypopnea index in a heterogeneous sleep-disordered population using optimised cardiovascular features
Research output: Contribution to journal › Article › Academic › peer-review
-
The impact of delayed sleep phase disorder on adolescents and their family
Research output: Contribution to journal › Article › Academic › peer-review
-
The Burden of Narcolepsy in Adults: A Population Sampling Study Using Personal Media
Research output: Contribution to journal › Article › Academic › peer-review
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Single element remote-PPG
Research output: Contribution to journal › Article › Academic › peer-review
-
Brain glucose metabolism heterogeneity in idiopathic REM sleep behavior disorder and in Parkinson's disease
Research output: Contribution to journal › Article › Academic › peer-review
-
Thermal Imaging for Respiration Monitoring in Sleeping Positions: A Single Camera is Enough
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Camera-based vital signs monitoring during sleep - A proof of concept study
Research output: Contribution to journal › Article › Academic › peer-review
-
Overnight Sleep Staging Using Chest-Worn Accelerometry
Research output: Contribution to journal › Article › Academic › peer-review
-
Combining cardiorespiratory signals and video-based actigraphy for classifying preterm infant sleep states
Research output: Contribution to journal › Article › Academic › peer-review
-
Respiration amplitude analysis for REM and NREM sleep classification
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
-
Sleep onset (mis)perception in relation to sleep fragmentation, time estimation and pre-sleep arousal
Research output: Contribution to journal › Article › Academic › peer-review
-
Modeling the Impact of Inter-Rater Disagreement on Sleep Statistics using Deep Generative Learning
Research output: Contribution to journal › Article › Academic › peer-review
-
Heart rate response to cortical arousals in patients with COMISA compared to OSA
Research output: Contribution to conference › Other › Academic
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Interpretation and Further Development of the Hypnodensity Representation of Sleep Structure
Research output: Contribution to journal › Article › Academic › peer-review
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Measuring energy expenditure in narcolepsy using doubly labeled water and respiration chamber calorimetry
Research output: Contribution to journal › Article › Academic › peer-review
-
Camera-based objective measures of Parkinson’s disease gait features
Research output: Contribution to journal › Article › Academic › peer-review
-
On-the-road driving performance of patients with central disorders of hypersomnolence
Research output: Contribution to journal › Article › Academic › peer-review
-
Correlations between overnight breathing rate variation and subjective sleep quality scores
Research output: Contribution to journal › Article › Academic › peer-review
-
SSC-SleepNet: A Siamese-Based Automatic Sleep Staging Model with Improved N1 Sleep Detection
Research output: Contribution to journal › Article › Academic › peer-review
-
Sleep-cognition hypothesis in maritime pilots, what is the effect of long-term work-related poor sleep on cognition and amyloid accumulation in healthy middle-aged maritime pilots: methodology of a case-control study
Research output: Contribution to journal › Article › Academic › peer-review
-
Speckle Vibrometry for Instantaneous Heart Rate Monitoring
Research output: Contribution to journal › Article › Academic › peer-review
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Publisher Correction: Enhanced food-related responses in the ventral medial prefrontal cortex in narcolepsy type 1 (Scientific Reports, (2018), 8, 1, (16391), 10.1038/s41598-018-34647-6)
Research output: Contribution to journal › Comment/Letter to the editor › Academic › peer-review
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Estimating actigraphy from motion artifacts in ECG and respiratory effort signals
Research output: Contribution to journal › Article › Academic › peer-review
-
Using dynamic time warping for sleep and wake discrimination
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
-
Sleep disorders and the hypothalamus
Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
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SOM-CPC: Unsupervised Contrastive Learning with Self-Organizing Maps for Structured Representations of High-Rate Time Series
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
-
Maternal cardiorespiratory coupling: differences between pregnant and non-pregnant women are further amplified by sleep stage stratification
Research output: Contribution to journal › Article › Academic › peer-review
-
Sleep structure in patients with COMISA compared to OSA and insomnia
Research output: Contribution to journal › Article › Academic › peer-review
-
Hypnogram and Hypnodensity Analysis of REM Sleep Behaviour Disorder Using Both EEG and HRV-Based Sleep Staging Models
Research output: Contribution to journal › Article › Academic › peer-review
-
A multi-task learning model using RR intervals and respiratory effort to assess sleep disordered breathing
Research output: Contribution to journal › Article › Academic › peer-review
-
Direct application of an ECG-based sleep staging algorithm on reflective photoplethysmography data decreases performance
Research output: Contribution to journal › Article › Academic › peer-review
-
Video-based respiration monitoring with automatic region of interest detection
Research output: Contribution to journal › Article › Academic › peer-review
-
Estimation of apnea-hypopnea index uncertainty in the presence of long wake bouts and overdispersion
Research output: Contribution to journal › Article › Academic › peer-review
-
Loop Gain Quantification from Polysomnography in Obstructive Sleep Apnea Is Impacted by the Model Optimization Technique
Research output: Contribution to journal › Article › Academic › peer-review
-
Heart and Respiration Rate Variability Analysis to Estimate the Apnoea-Hypopnoea Index in People With Intellectual Disabilities
Research output: Contribution to journal › Article › Academic › peer-review
-
Maximum a-posteriori detection of heartbeats from a chest-worn accelerometer
Research output: Contribution to journal › Article › Academic › peer-review
-
Measures of cardiovascular autonomic activity in insomnia disorder : a systematic review
Research output: Contribution to journal › Article › Academic › peer-review
-
Breathtaking dreams: reduced REM phenotype in REM-related sleep apnea
Research output: Contribution to journal › Article › Academic › peer-review
-
Validation of photoplethysmography-based sleep staging compared with polysomnography in healthy middle-aged adults
Research output: Contribution to journal › Article › Academic › peer-review
-
Can pre-trained convolutional neural networks be directly used as a feature extractor for video-based neonatal sleep and wake classification?
Research output: Contribution to journal › Article › Academic › peer-review
-
Sleep stage classification with ECG and respiratory effort
Research output: Contribution to journal › Article › Academic › peer-review
-
Toward Patient-Centric Digital Monitoring of Obstructive Sleep Apnea: Mixed Methods Study
Research output: Contribution to journal › Article › Academic › peer-review
-
Self-Organizing Maps for Contrastive Embeddings of Sleep Recordings
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
-
Can body position be arrhythmogenic?
Research output: Contribution to journal › Article › Academic › peer-review
-
Psychomotor Vigilance Performance in Participants with Excessive Daytime Sleepiness in Obstructive Sleep Apnea or Narcolepsy Compared with SAFTE-FAST Model Predictions
Research output: Contribution to journal › Article › Academic › peer-review
-
Unsupervised subject detection via remote PPG
Research output: Contribution to journal › Article › Academic › peer-review
-
The circadian pattern of atrial fibrillation onset
Research output: Contribution to journal › Meeting Abstract › Academic
-
A deep-learning approach to assess respiratory effort with a chest-worn accelerometer during sleep
Research output: Contribution to journal › Article › Academic › peer-review
-
Effects of between- and within-subject variability on autonomic cardiorespiratory activity during sleep and their limitations on sleep staging : a multilevel analysis
Research output: Contribution to journal › Article › Academic › peer-review
-
Recurrence quantification analysis across sleep stages
Research output: Contribution to journal › Article › Academic › peer-review
-
Sleep and wake classification with actigraphy and respiratory effort using dynamic warping
Research output: Contribution to journal › Article › Academic › peer-review
-
Mechanisms underlying atrial fibrillation onset in patients with obstructive sleep apnea
Research output: Contribution to journal › Meeting Abstract › Academic
-
Using advanced PPG analysis to study sleep architecture in insomnia
Research output: Contribution to conference › Poster
-
Ultra-wide band radar is a promising non-contact technology for sleep stage classification in children
Research output: Contribution to conference › Abstract › Academic
-
Real-time two-dimensional pressure sensing for patient monitoring based on optical coupling between crossing polymer optical fibres
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
-
A digital sleep restriction system for insomnia therapy based on sleep window shift negotiation
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
-
Optimizing wearable single-channel electroencephalography sleep staging in a heterogeneous sleep-disordered population using transfer learning
Research output: Contribution to journal › Article › Academic › peer-review
-
The reticular formation and the neuromodulatory systems
Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
-
Video-based actigraphy is an effective contact-free method of assessing sleep in preterm infants
Research output: Contribution to journal › Article › Academic › peer-review
-
Assessment of obstructive sleep apnea severity using audio-based snoring features
Research output: Contribution to journal › Article › Academic › peer-review
-
Behavioural biometrics: using smartphone keyboard activity as a proxy for rest-activity patterns
Research output: Contribution to journal › Article › Academic › peer-review
-
Time delay between cardiac and brain activity during sleep transitions
Research output: Contribution to journal › Article › Academic › peer-review
-
On the reactivity of sleep monitoring with diaries
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
-
Sleep EEG characteristics associated with sleep onset misperception
Research output: Contribution to journal › Article › Academic › peer-review
-
Sleep apnea phenotypes based on multi-night assessment of sleep perception
Research output: Contribution to journal › Article › Academic › peer-review
-
A comparison of probabilistic classifiers for sleep stage classification
Research output: Contribution to journal › Article › Academic › peer-review
-
Two sides of a coin: differential response to COVID-19 distancing measures in children with narcolepsy
Research output: Contribution to journal › Article › Academic › peer-review
-
Comparing objective wakefulness and vigilance tests to on-the-road driving performance in narcolepsy and idiopathic hypersomnia
Research output: Contribution to journal › Article › Academic › peer-review
-
Press/Media
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Don't take changing the clocks too lightly
Press/Media: Expert Comment
-
Wat is slaapmisperceptie?
Press/Media: Public Engagement Activities
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Slaaparts werkt aan simpeler maken van onderzoek naar ernstige slaapstoornissen.
Press/Media: Public Engagement Activities
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Detecting Sleep Apnea in Your Own Bed: Eindhoven University of Technology
Press/Media: Expert Comment
-
Raadsel van de slaap
Press/Media: Public Engagement Activities
-
A light-based wearable to detect sleep apnea
Press/Media: Expert Comment
-
Mensen met een slaapstoornis hebben niks aan gadgets.
Press/Media: Public Engagement Activities
-
Technische snufjes tegen slecht slapen.
Press/Media: Public Engagement Activities
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Lekker geslapen, Google?
Press/Media: Expert Comment
-
Slapen met een app.
Press/Media: Public Engagement Activities
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Kun je slaaptekort in één nacht inhalen?
Press/Media: Research
-
Lichtschakelaar zet bij muizen REM slaap aan.
Press/Media: Public Engagement Activities
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Studie naar invloed Airport op nachtrust
Press/Media: Research
-
Apneu beu
Press/Media: Expert Comment
-
Wearables voor slaaponderzoek?
Press/Media: Public Engagement Activities
-
Voor opsporen slaapapneu is [dit] wellicht niet meer nodig
Press/Media: Expert Comment
-
Tel jij altijd obsessief je uren slaap? Misschien lijd je aan orthosomnia.
Press/Media: Expert Comment
-
Waarom kan je je niet herinneren dat je in slaap bent gevallen?
Press/Media: Public Engagement Activities
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Slaapapneu opsporen vanuit je eigen bed
Press/Media: Expert Comment
-
Max suffers from sleep paralysis: “Sometimes I feel like I’m dying”
Press/Media: Expert Comment
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Slapen zonder plakkers
Press/Media: Public Engagement Activities
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Innovatie in de slaapdiagnostiek.
Press/Media: Public Engagement Activities
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New method makes the experience of sleeplessness more visible
Press/Media: Expert Comment
-
Gewoon een slechte nacht, of echt een slaapstoornis
Press/Media: Public Engagement Activities
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Algorithms for the monitoring of sleep disorders with wearables improved with deep learning
Press/Media: Expert Comment
-
Slaap.
Press/Media: Public Engagement Activities
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Somnoloog: 'Apparaten die je slaap meten, zijn maar beperkt betrouwbaar'
Press/Media: Expert Comment
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Nieuwe meetmethode maakt ervaring van slapeloosheid beter zichtbaar.
Press/Media: Public Engagement Activities
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Detecting sleep apnea in your own bed
Press/Media: Expert Comment
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Datasets
-
Activities
-
A Somnologist's Dream
Activity: Talk or presentation types › Plenary talk › Professional
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Waarom kan je je niet herinneren dat je in slaap bent gevallen?
Activity: Talk or presentation types › Keynote talk › Popular
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Developments in the assessment of sleep and circadian rhythms
Activity: Participating in or organising an event types › Workshop, seminar, course or exhibition › Scientific
-
Sleep Medicine Reviews (Journal)
Activity: Publication peer-review and editorial work types › Editorial activity › Scientific
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Prizes
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The power of a nap: sleep benefit in Parkinson’s Disease
Prize: NWO › Vidi › Scientific
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Probing paralysis; cataplexy versus the physiological weakness of sleep
Prize: NWO › Veni › Scientific