Complexity Analysis of Neonatal EEG Using Multiscale Entropy: Applications in Brain Maturation and Sleep Stage Classification

An Automated Quiet Sleep Detection Approach in Preterm Infants as a Gateway to Assess Brain Maturation

(2017) Anneleen Dereymaeker et al.   International Journal of Neural Systems

Estimating functional brain maturity in very and extremely preterm neonates using automated analysis of the electroencephalogram

(2016) J.M. O’Toole et al.   CLINICAL NEUROPHYSIOLOGY

The suppression curve as a quantitative approach for measuring brain maturation in preterm infants

(2016) A. Dereymaeker et al.   CLINICAL NEUROPHYSIOLOGY

The Multiscale Entropy Algorithm and Its Variants: A Review

(2015) Anne Humeau-Heurtier   Entropy

Beware of R2: Simple, Unambiguous Assessment of the Prediction Accuracy of QSAR and QSPR Models

(2015) D. L. J. Alexander et al.   Journal of Chemical Information and Modeling

Noise Level Estimation for Model Selection in Kernel PCA Denoising

(2015) Carolina Varon et al.   IEEE Transactions on Neural Networks and Learning Systems

Multiscale Entropy of the Heart Rate Variability for the Prediction of an Ischemic Stroke in Patients with Permanent Atrial Fibrillation

(2015) Eiichi Watanabe et al.   PLoS One

Multiscale Entropy of Electroencephalogram as a Potential Predictor for the Prognosis of Neonatal Seizures

(2015) Wen-Yu Lu et al.   PLoS One

Functional connectivity in preterm infants derived from EEG coherence analysis

(2014) E.J. Meijer et al.   EUROPEAN JOURNAL OF PAEDIATRIC NEUROLOGY

Multiscale Entropy Analysis of Different Spontaneous Motor Unit Discharge Patterns

(2013) Xu Zhang et al.   IEEE Journal of Biomedical and Health Informatics

Multivariate Multi-Scale Permutation Entropy for Complexity Analysis of Alzheimer’s Disease EEG

(2012) Francesco Carlo Morabito et al.   Entropy

Permutation Entropy and Its Main Biomedical and Econophysics Applications: A Review

(2012) Massimiliano Zanin et al.   Entropy

Maturational Changes in Automated EEG Spectral Power Analysis in Preterm Infants

(2011) Hendrik J Niemarkt et al.   PEDIATRIC RESEARCH

Assessment of EEG dynamical complexity in Alzheimer’s disease using multiscale entropy

(2010) Tomoyuki Mizuno et al.   CLINICAL NEUROPHYSIOLOGY

Quantitative analysis of maturational changes in EEG background activity in very preterm infants with a normal neurodevelopment at 1year of age

(2010) H.J. Niemarkt et al.   EARLY HUMAN DEVELOPMENT

Electroencephalography in premature and full-term infants. Developmental features and glossary

(2010) M. André et al.   NEUROPHYSIOLOGIE CLINIQUE-CLINICAL NEUROPHYSIOLOGY

Automated detection of neonate EEG sleep stages

(2009) Alexandra Piryatinska et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Refined Multiscale Entropy: Application to 24-h Holter Recordings of Heart Period Variability in Healthy and Aortic Stenosis Subjects

(2009) Jose Fernando Valencia et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Neurodevelopment in newborns: a sample entropy analysis of electroencephalogram

(2009) Dandan Zhang et al.   PHYSIOLOGICAL MEASUREMENT

Nonlinear dynamical analysis of the neonatal EEG time series: The relationship between neurodevelopment and complexity

(2008) S. Janjarasjitt et al.   CLINICAL NEUROPHYSIOLOGY

Nonlinear dynamical analysis of the neonatal EEG time series: The relationship between sleep state and complexity

(2008) S. Janjarasjitt et al.   CLINICAL NEUROPHYSIOLOGY

An overview of mortality and sequelae of preterm birth from infancy to adulthood

(2008) Saroj Saigal et al.   LANCET