Sabine Van Huffel  |  Person

selected publications

• academic article

  • Results of quantitative EEG analysis are associated with autism spectrum disorder and development abnormalities in infants with tuberous sclerosis complex 2021-7-1
  • Maturation of the Autonomic Nervous System in Premature Infants: Estimating Development Based on Heart-Rate Variability Analysis 2021-1-12
  • A perinatal stress calculator for the neonatal intensive care unit: An unobtrusive approach 2020-7-1
  • A Bradycardia-Based Stress Calculator for the Neonatal Intensive Care Unit: A Multisystem Approach 2020-6-26
  • The effect of early procedural pain in preterm infants on the maturation of EEG and heart rate variability 2020-10-26
  • Assessment of dynamic cerebral autoregulation in humans: Is reproducibility dependent on blood pressure variability? 2020-1-1
  • Nonlinear transfer entropy to assess the neurovascular coupling in premature neonates 2020-1-1
  • Functional form estimation using oblique projection matrices for ls-SVM regression models 2019-6-1
  • Neonatal Seizure Detection Using Deep Convolutional Neural Networks 2019-5-1
  • Decomposition of a multiscale entropy tensor for sleep stage identification in preterm infants 2019-10-1
  • Dynamic cerebral autoregulation reproducibility is affected by physiological variability 2019-1-1
  • Measurement of neurovascular coupling in neonates 2019-1-1
  • Quiet sleep detection in preterm infants using deep convolutional neural networks 2018-9-17
  • Weighted Performance Metrics for Automatic Neonatal Seizure Detection Using Multiscored EEG Data 2018-7-1
  • A brain-age model for preterm infants based on functional connectivity 2018-4-26
  • Reproducibility of dynamic cerebral autoregulation parameters: A multi-centre, multi-method study 2018-12-7
  • Cerebral autoregulation and activity after propofol for endotracheal intubation in preterm neonates 2018-11-1
  • Measuring near-infrared spectroscopy derived cerebral autoregulation in neonates: From research tool toward bedside multimodal monitoring 2018-1-1
  • Using graph theory to assess the interaction between cerebral function, brain hemodynamics, and systemic variables in premature infants 2018-1-1
  • Complexity analysis of neonatal EEG using multiscale entropy: applications in brain maturation and sleep stage classification 2017-1-1
  • Interrater agreement in visual scoring of neonatal seizures based on majority voting on a web-based system: The Neoguard EEG database 2017-1-1
  • Monitoring Effective Connectivity in the Preterm Brain: A Graph Approach to Study Maturation 2017-1-1
  • Relation between EEG activity and brain oxygenation in preterm neonates 2017-1-1
  • Decomposition of near-infrared spectroscopy signals using oblique subspace projections: Applications in brain hemodynamic monitoring 2016-11-8
  • A new framework for the assessment of cerebral hemodynamics regulation in neonates using nirs 2016-1-1
  • Changes in oxygenation levels precede changes in amplitude of the EEG in premature infants 2016-1-1
  • Differences in contraction-induced hemodynamics and surface emg in duchenne muscular dystrophy 2016-1-1
  • Reference values of regional cerebral oxygen saturation during the first 3 days of life in preterm neonates 2016-1-1
  • A Novel Algorithm for the Automatic Detection of Sleep Apnea from Single-Lead ECG 2015-9-1
  • Probabilistic cardiac and respiratory based classification of sleep and apneic events in subjects with sleep apnea 2015-8-19
  • Separation of respiratory influences from the tachogram: A methodological evaluation 2014-7-8
  • Influence of the maternal use of labetalol on the neurogenic mechanism for cerebral autoregulation assessed by means of nirs 2014-1-1
  • Canonical correlation analysis in the study of cerebral and peripheral haemodynamics interrelations with systemic variables in neonates supported on ECMO 2013-1-1
  • Effect of maternal use of labetalol on the cerebral autoregulation in premature infants 2013-1-1
  • Detection of cerebral autoregulation by near-infrared spectroscopy in neonates: Performance analysis of measurement methods 2012-11-1
  • Application of kernel principal component analysis for single-lead-ECG-derived respiration 2012-1-1
  • Cerebral tissue oxygenation and regional oxygen saturation can be used to study cerebral autoregulation in prematurely born infants 2011-6-1
  • Impaired cerebral autoregulation using near-infrared spectroscopy and its relation to clinical outcomes in premature infants 2011-1-1

• chapter

  • NeoGuard: a public, online learning platform for neonatal seizures 2019-5-29
  • Assessment of the myogenic and metabolic mechanism influence in cerebral autoregulation using near-infrared spectroscopy.  37-44. 2012-1-1
  • Use of near-infrared spectroscopy in the neonatal intensive care unit.  56-83. 2012-1-1

• conference paper

  • Removal of respiratory influences from heart rate during emotional stress.  1-4. 2017-1-1
  • Analysis of non-linear respiratory influences on Sleep Apnea classification.  593-596. 2014-1-1

• conference poster

  • Monitoring of Brain Hemodynamics Coupling in Neonates using Updated Tensor Decompositions.  660-663. 2019-7-1
  • The implementation of an apnea-based perinatal stress calculator.  6000-6003. 2019-7-1
  • Automatic quiet sleep detection based on multifractality in preterm neonates: Effects of maturation.  2010-2013. 2017-9-13
  • Improved neonatal seizure detection using adaptive learning.  2810-2813. 2017-9-13
  • Linear and nonlinear functional connectivity methods to predict brain maturation in preterm babies 2016-11-1
  • Detection of epileptic seizures from single lead ECG by means of phase rectified signal averaging.  3789-3790. 2014-11-2
  • Differences in the cerebral hemodynamics regulation mechanisms of premature infants with intra-ventricular hemorrhage assessed by means of phase rectified signal averaging.  4208-4211. 2014-11-2
  • Preprocessing by means of subspace projections for continuous Cerebral Autoregulation assessment using NIRS.  2032-2035. 2013-1-1
  • Cardiopulmonary coupling in sleep apnea assessed by means of orthogonal subspace projection 2012-1-1
  • Decoupling the influence of systemic variables in the peripheral and cerebral haemodynamics during ECMO procedure by means of oblique and orthogonal subspace projections.  6153-6156. 2012-1-1
  • An improved ECG-derived respiration method using kernel principal component analysis 2011-1-1
  • Cerebral autoregulation assessment in premature infants: clinical relevance.  1-4. 2010-1-1
  • Weighted LS-SVM for function estimation applied to artifact removal in bio-signal processing.  988-991. 2010-1-1

• editorial article

  • Oxygen transport to tissue XXXV 2013-7-13