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.
Category of impact | Research Topic/Theme (at group level) |
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Time-frequency analysis of heart rate variability for sleep and wake classification
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Sleep apnea detection using time-delayed heart rate variability
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Sleep EEG characteristics associated with sleep onset misperception
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New 2013 incidence peak in childhood narcolepsy: more than vaccination?
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Radar-based sleep stage classification in children undergoing polysomnography: a pilot-study
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Modeling sleep onset misperception in insomnia
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Between-laboratory and demographic effects on heart rate and its variability during sleep
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Prospective assessment of subjective sleep benefit in Parkinson's disease
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Correlations between overnight breathing rate variation and subjective sleep quality scores
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Overview of the hypnodensity approach to scoring sleep for polysomnography and home sleep testing
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Automated preterm infant sleep staging using capacitive electrocardiography
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Autonomic cardiac activity in adults with short and long sleep onset latency
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Long-term occupational sleep loss and post-retirement cognitive decline or dementia
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Analyzing respiratory effort amplitude for automated sleep stage classification
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The effect of chronic sleep deprivation on cognition in healthy middle aged men
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Combining HRV features for automatic arousal detection
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Obstructive sleep apnea in people with intellectual disabilities: adherence to and effect of CPAP
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FDG PET, dopamine transporter SPECT, and olfaction: Combining biomarkers in REM sleep behavior disorder
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Brain glucose metabolism heterogeneity in idiopathic REM sleep behavior disorder and in Parkinson's disease
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Estimation of the apnea-hypopnea index in a heterogeneous sleep-disordered population using optimised cardiovascular features
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Wearable monitoring of sleep-disordered breathing: Estimation of the apnea-hypopnea index using wrist-worn reflective photoplethysmography
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Recurrent convolutional neural network for snore detection using audio data
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Actigraphy-based sleep/wake detection for insomniacs
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On the relationship of arousals and artifacts in respiratory effort signals
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On the analysis and classification of sleep stages from cardiorespiratory activity
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Shift-work-related sleep disruption and the risk of decline in cognitive function: The CRUISE Study
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A design research into the needs of a sleep diary for children
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Accelerometer-based quantitative analysis of axial nocturnal movements differentiates patients with Parkinson's disease, but not high-risk individuals, from controls
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Sleep disorders and the hypothalamus
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Singular value decomposition for removal of cardiac interference from trunk electromyogram
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SOM-CPC: Unsupervised Contrastive Learning with Self-Organizing Maps for Structured Representations of High-Rate Time Series
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Respiration amplitude analysis for REM and NREM sleep classification
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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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Unobtrusive assessment of neonatal sleep state based on heart rate variability retrieved from electrocardiography used for regular patient monitoring
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On the impact of arousals on the performance of sleep and wake classification using actigraphy
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Self-Organizing Maps for Contrastive Embeddings of Sleep Recordings
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Idling for Decades: A European Study on Risk Factors Associated with the Delay Before a Narcolepsy Diagnosis
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Phenotypes of sleeplessness: stressing the need for psychodiagnostics in the assessment of insomnia
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Enhanced food-related responses in the ventral medial prefrontal cortex in narcolepsy type 1
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A digital sleep restriction system for insomnia therapy based on sleep window shift negotiation
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The reticular formation and the neuromodulatory systems
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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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Diaphragm electromyography to estimate respiratory effort: a preliminary study
Research output: Contribution to journal › Meeting Abstract › Academic
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Cardiorespiratory sleep stage detection using conditional random fields
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Certainty about Uncertainty in Sleep Staging: a Theoretical Framework
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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
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Psychotic symptoms in narcolepsy: phenomenology and a comparison with schizophrenia
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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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A deep transfer learning approach for wearable sleep stage classification with photoplethysmography
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Exploring the Parkinson patients' perspective on home-based video recording for movement analysis: a qualitative study
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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
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Testing the performance of an electrocardiogram-based sleep staging algorithm using reflective photoplethysmography data in a sleep disordered population
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Home-EEG assessment of possible compensatory mechanisms for sleep disruption in highly irregular shift workers - The ANCHOR study
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Effects of solriamfetol on on-the-road driving performance in participants with excessive daytime sleepiness associated with obstructive sleep apnoea
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Can pre-trained convolutional neural networks be directly used as a feature extractor for video-based neonatal sleep and wake classification?
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Extraction of cardiac-related signals from a suprasternal pressure sensor during sleep
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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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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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Representations of temporal sleep dynamics: Review and synthesis of the literature
Research output: Contribution to journal › Review article › 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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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
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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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Can body position be arrhythmogenic?
Research output: Contribution to journal › Article › 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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On the reactivity of sleep monitoring with diaries
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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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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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
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Design and evaluation of a negotiation-based sleep scheduler app for insomnia treatment
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Automatic detection of overnight deep sleep based on heart rate variability : a preliminary study
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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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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Pulse-by-pulse photoplethysmography quality index for signal reliability assessment based on pulse morphology
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › 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
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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
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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
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Video-based actigraphy is an effective contact-free method of assessing sleep in preterm infants
Research output: Contribution to journal › Article › Academic › peer-review
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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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Respiratory activity extracted from wrist-worn reflective photoplethysmography in a sleep-disordered population
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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Parkinson's disease and turning in bed
Research output: Contribution to conference › Poster
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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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Video-based respiration monitoring with automatic region of interest detection
Research output: Contribution to journal › Article › Academic › peer-review
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Actigraphy as a diagnostic aid for REM sleep behavior disorder in Parkinson's disease
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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Contactless Camera-Based Sleep Staging: The HealthBed Study
Research output: Contribution to journal › Article › Academic › peer-review
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Modeling cardiorespiratory interaction during human sleep with complex networks
Research output: Contribution to journal › Article › Academic › peer-review
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Time delay between cardiac and brain activity during sleep transitions
Research output: Contribution to journal › Article › 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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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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EVE : a combined physical-digital interface for insomnia sleep diary
Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
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Modelling sleep state misperception at sleep onset
Research output: Contribution to journal › Meeting Abstract › Academic
-
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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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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Single element remote-PPG
Research output: Contribution to journal › Article › Academic › peer-review
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Anxiety and mood disorders in narcolepsy: a case-control study
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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The impact of delayed sleep phase disorder on adolescents and their family
Research output: Contribution to journal › Article › Academic › peer-review
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Respiration extraction and atrial fibrillation detection from clinical data based on single RGB camera
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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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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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
Research output: Contribution to journal › Article › Academic › peer-review
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Hands reaching out of dreamland : a haptic peripheral alarm clock
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › 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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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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Sleep onset (mis)perception in relation to sleep fragmentation, time estimation and pre-sleep arousal
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
-
A computationally efficient algorithm for wearable sleep staging in clinical populations
Research output: Contribution to journal › Article › Academic › peer-review
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Validation of photoplethysmography-based sleep staging compared with polysomnography in healthy middle-aged adults
Research output: Contribution to journal › Article › Academic › peer-review
-
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
-
Sleep stage classification with ECG and respiratory effort
Research output: Contribution to journal › Article › Academic › peer-review
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The role of personality traits in insomnia
Research output: Contribution to journal › Article › Academic › peer-review
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Deep learning approach for ECG-based automatic sleep state classification in preterm infants
Research output: Contribution to journal › Article › Academic › peer-review
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Multilevel interval coded scoring to assess the cardiovascular status of sleep apnea patients using oxygen saturation markers
Research output: Contribution to journal › Article › Academic › peer-review
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Exploring the clinical features of narcolepsy type 1 versus narcolepsy type 2 from European Narcolepsy Network database with machine learning
Research output: Contribution to journal › Article › Academic › peer-review
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It is all in the wrist: wearable sleep staging in a clinical population versus reference polysomnography
Research output: Contribution to journal › Article › Academic › peer-review
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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 new incidence peak of childhood narcolepsy type 1 in 2013: a new perspective on the role of influenza virus?
Research output: Contribution to journal › Meeting Abstract › Academic
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Measures of cardiovascular autonomic activity in insomnia disorder : a systematic review
Research output: Contribution to journal › Article › Academic › peer-review
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Sleep and wake classification with actigraphy and respiratory effort using dynamic warping
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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A deep-learning approach to assess respiratory effort with a chest-worn accelerometer during sleep
Research output: Contribution to journal › Article › Academic › peer-review
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Conceptions of sleep experience: a layman perspective
Research output: Contribution to journal › Article › Academic › peer-review
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Detection of nocturnal slow wave sleep based on cardiorespiratory activity in healthy adults
Research output: Contribution to journal › Article › Academic › peer-review
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Recognizing the Symptom Spectrum of Narcolepsy to Improve Timely Diagnosis: A Narrative Review
Research output: Contribution to journal › Review article › peer-review
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Recurrence quantification analysis across sleep stages
Research output: Contribution to journal › Article › 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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A comparison of probabilistic classifiers for sleep stage classification
Research output: Contribution to journal › Article › Academic › peer-review
-
Quantitative motor performance and sleep benefit in Parkinson disease
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
-
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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Data-Driven Phenotyping of Central Disorders of Hypersomnolence With Unsupervised Clustering
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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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
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What is in a name? Definitions of insomnia in people with intellectual disabilities
Research output: Contribution to journal › Article › Academic › peer-review
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Ultra-wide band radar is a promising non-contact technology for sleep stage classification in children
Research output: Contribution to conference › Abstract › Academic
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Direct application of an ECG-based sleep staging algorithm on reflective photoplethysmography data decreases performance
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
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Assessment of obstructive sleep apnea severity using audio-based snoring features
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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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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Camera-based vital signs monitoring during sleep - A proof of concept study
Research output: Contribution to journal › Article › Academic › peer-review
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On-the-road driving performance of patients with central disorders of hypersomnolence
Research output: Contribution to journal › Article › Academic › peer-review
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The influence of the length of awakenings on sleep onset misperception
Research output: Contribution to journal › Meeting Abstract › Academic
-
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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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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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
-
Camera-based objective measures of Parkinson’s disease gait features
Research output: Contribution to journal › Article › Academic › peer-review
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Sleep structure in patients with COMISA compared to OSA and insomnia
Research output: Contribution to journal › Article › Academic › peer-review
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The autonomic nervous system
Research output: Chapter in Book/Report/Conference proceeding › Chapter › 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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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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Social responsiveness in pediatric narcolepsy patients
Research output: Contribution to journal › Meeting Abstract › Academic
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Estimating sleep stages using cardiorespiratory signals: validation of a novel algorithm across a wide range of sleep-disordered breathing severity
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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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
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Press/Media
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Wearables voor slaaponderzoek?
Press/Media: Public Engagement Activities
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Slaap.
Press/Media: Public Engagement Activities
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Apneu beu
Press/Media: Expert Comment
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Lichtschakelaar zet bij muizen REM slaap aan.
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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Slapen met een app.
Press/Media: Public Engagement Activities
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Studie naar invloed Airport op nachtrust
Press/Media: Research
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Slapen zonder plakkers
Press/Media: Public Engagement Activities
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Slaapapneu opsporen vanuit je eigen bed
Press/Media: Expert Comment
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Lekker geslapen, Google?
Press/Media: Expert Comment
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Innovatie in de slaapdiagnostiek.
Press/Media: Public Engagement Activities
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Technische snufjes tegen slecht slapen.
Press/Media: Public Engagement Activities
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Don't take changing the clocks too lightly
Press/Media: Expert Comment
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Wat is slaapmisperceptie?
Press/Media: Public Engagement Activities
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Nieuwe meetmethode maakt ervaring van slapeloosheid beter zichtbaar.
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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Mensen met een slaapstoornis hebben niks aan gadgets.
Press/Media: Public Engagement Activities
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Voor opsporen slaapapneu is [dit] wellicht niet meer nodig
Press/Media: Expert Comment
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Gewoon een slechte nacht, of echt een slaapstoornis
Press/Media: Public Engagement Activities
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Raadsel van de slaap
Press/Media: Public Engagement Activities
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Kun je slaaptekort in één nacht inhalen?
Press/Media: Research
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Waarom kan je je niet herinneren dat je in slaap bent gevallen?
Press/Media: Public Engagement Activities
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Tel jij altijd obsessief je uren slaap? Misschien lijd je aan orthosomnia.
Press/Media: Expert Comment
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Activities
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Sleep Medicine Reviews (Journal)
Activity: Publication peer-review and editorial work types › Editorial activity › Scientific
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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
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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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A Somnologist's Dream
Activity: Talk or presentation types › Plenary talk › Professional
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Prizes
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Probing paralysis; cataplexy versus the physiological weakness of sleep
Prize: NWO › Veni › Scientific
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The power of a nap: sleep benefit in Parkinson’s Disease
Prize: NWO › Vidi › Scientific
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Datasets