Classification of Depth of Coma Using Complexity Measures and Nonlinear Features of Electroencephalogram Signals

Multiplex and Multilayer Network EEG Analyses: A Novel Strategy in the Differential Diagnosis of Patients with Chronic Disorders of Consciousness

(2020) Antonino Naro et al.   International Journal of Neural Systems

FEMa: a finite element machine for fast learning

(2019) Danilo R. Pereira et al.   NEURAL COMPUTING & APPLICATIONS

Approximate Entropy and Sample Entropy: A Comprehensive Tutorial

(2019) Alfonso Delgado-Bonal et al.   Entropy

A dynamic ensemble learning algorithm for neural networks

(2019) Kazi Md. Rokibul Alam et al.   NEURAL COMPUTING & APPLICATIONS

Computational Methods for Resting-State EEG of Patients With Disorders of Consciousness

(2019) Silvia Corchs et al.   Frontiers in Neuroscience

A skew-based method for identifying intracranial EEG channels with epileptic activity without detecting spikes, ripples, or fast ripples

(2019) Anne H. Mooij et al.   CLINICAL NEUROPHYSIOLOGY

Surrogate data for hypothesis testing of physical systems

(2018) Gemma Lancaster et al.   PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS

Patients with a severe prolonged Disorder of Consciousness can show classical EEG responses to their own name compared with others' names

(2018) Agnieszka M. Kempny et al.   NeuroImage-Clinical

Enhanced probabilistic neural network with local decision circles: A robust classifier

(2018) Mehran Ahmadlou et al.   INTEGRATED COMPUTER-AIDED ENGINEERING

Entropy-Based Quantitative Electroencephalogram Analysis for Diagnosing Attention-Deficit Hyperactivity Disorder in Girls

(2018) Julie Chi Chow et al.   CLINICAL EEG AND NEUROSCIENCE

Parametric Description of EEG Profiles for Assessment of Sleep Architecture in Disorders of Consciousness

(2018) Magdalena Zieleniewska et al.   International Journal of Neural Systems

Complexity of weighted graph: A new technique to investigate structural complexity of brain activities with applications to aging and autism

(2017) Mehran Ahmadlou et al.   NEUROSCIENCE LETTERS

A New Neural Dynamic Classification Algorithm

(2017) Mohammad Hossein Rafiei et al.   IEEE Transactions on Neural Networks and Learning Systems

A Review of Resting-State Electroencephalography Analysis in Disorders of Consciousness

(2017) Yang Bai et al.   Frontiers in Neurology

Brain functional connectivity patterns for emotional state classification in Parkinson’s disease patients without dementia

(2016) R. Yuvaraj et al.   BEHAVIOURAL BRAIN RESEARCH

EEG entropy measures indicate decrease of cortical information processing in Disorders of Consciousness

(2016) Alexander Thul et al.   CLINICAL NEUROPHYSIOLOGY

Standard EEG in diagnostic process of prolonged disorders of consciousness

(2016) Anna Estraneo et al.   CLINICAL NEUROPHYSIOLOGY

EEG ultradian rhythmicity differences in disorders of consciousness during wakefulness

(2016) Andrea Piarulli et al.   JOURNAL OF NEUROLOGY

Lack of Standardization in the Use of the Glasgow Coma Scale: Results of International Surveys

(2016) Florence C.M. Reith et al.   JOURNAL OF NEUROTRAUMA

Propofol anesthesia reduces Lempel-Ziv complexity of spontaneous brain activity in rats

(2016) Anthony G. Hudetz et al.   NEUROSCIENCE LETTERS

Complexity testing techniques for time series data: A comprehensive literature review

(2015) Ling Tang et al.   CHAOS SOLITONS & FRACTALS

The Coma Recovery Scale Modified Score

(2015) Davide Sattin et al.   INTERNATIONAL JOURNAL OF REHABILITATION RESEARCH

Complexity of Multi-Dimensional Spontaneous EEG Decreases during Propofol Induced General Anaesthesia

(2015) Michael Schartner et al.   PLoS One

Large scale screening of neural signatures of consciousness in patients in a vegetative or minimally conscious state

(2014) Jacobo Diego Sitt et al.   BRAIN

Complexity of functional connectivity networks in mild cognitive impairment subjects during a working memory task

(2014) Mehran Ahmadlou et al.   CLINICAL NEUROPHYSIOLOGY

Analysis of complex time series using refined composite multiscale entropy

(2014) Shuen-De Wu et al.   PHYSICS LETTERS A

Spatiotemporal Analysis of Relative Convergence of EEGs Reveals Differences Between Brain Dynamics of Depressive Women and Men

(2013) Mehran Ahmadlou et al.   CLINICAL EEG AND NEUROSCIENCE

Large-scale brain dynamics in disorders of consciousness

(2013) Nicholas D Schiff et al.   CURRENT OPINION IN NEUROBIOLOGY

CRS-R score in disorders of consciousness is strongly related to spectral EEG at rest

(2013) Julia Lechinger et al.   JOURNAL OF NEUROLOGY

Intrinsic Coupling Modes: Multiscale Interactions in Ongoing Brain Activity

(2013) Andreas K. Engel et al.   NEURON

A Theoretically Based Index of Consciousness Independent of Sensory Processing and Behavior

(2013) A. G. Casali et al.   Science Translational Medicine

Classification of Traumatic Brain Injury Severity Using Informed Data Reduction in a Series of Binary Classifier Algorithms

(2012) Leslie S. Prichep et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Complexity measures of brain wave dynamics

(2011) Jianbo Gao et al.   Cognitive Neurodynamics

Permutation entropy: A nonlinear statistical measure for status characterization of rotary machines

(2011) Ruqiang Yan et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Visibility graph similarity: A new measure of generalized synchronization in coupled dynamic systems

(2011) Mehran Ahmadlou et al.   PHYSICA D-NONLINEAR PHENOMENA

Application of nonlinear dynamics analysis in assessing unconsciousness: A preliminary study

(2010) Dong-yu Wu et al.   CLINICAL NEUROPHYSIOLOGY

Diagnostic accuracy of the vegetative and minimally conscious state: Clinical consensus versus standardized neurobehavioral assessment

(2009) Caroline Schnakers et al.   BMC Neurology