Schizophrenia recognition based on the phase space dynamic of EEG signals and graphical features

Schizophrenia detection technique using multivariate iterative filtering and multichannel EEG signals

(2021) Kritiprasanna Das et al.   Biomedical Signal Processing and Control

Krylov-Levenberg-Marquardt Algorithm for Structured Tucker Tensor Decompositions

(2021) Petr Tichavsky et al.   IEEE Journal of Selected Topics in Signal Processing

Depression Detection Based on Geometrical Features Extracted from SODP Shape of EEG Signals and Binary PSO

(2021) Hesam Akbari et al.   Traitement du Signal

Depression recognition based on the reconstruction of phase space of EEG signals and geometrical features

(2021) Hesam Akbari et al.   APPLIED ACOUSTICS

Automated Alcoholism Detection Using Fourier-Bessel Series Expansion Based Empirical Wavelet Transform

(2020) Arti Anuragi et al.   IEEE SENSORS JOURNAL

EEG-Rhythm Specific Taylor–Fourier Filter Bank Implemented With O-Splines for the Detection of Epilepsy Using EEG Signals

(2020) Jose Antonio de la O Serna et al.   IEEE SENSORS JOURNAL

A Novel Geometrical Method for Discrimination of Normal, Interictal and Ictal EEG Signals

(2020) Hesam Akbari et al.   Traitement du Signal

Automatic Detection of Schizophrenia by Applying Deep Learning over Spectrogram Images of EEG Signals

(2020) Zülfikar Aslan et al.   Traitement du Signal

Schizophrenia detection using MultivariateEmpirical Mode Decomposition and entropy measures from multichannel EEG signal

(2020) Palani Thanaraj Krishnan et al.   Biocybernetics and Biomedical Engineering

Multifractal and Entropy-Based Analysis of Delta Band Neural Activity Reveals Altered Functional Connectivity Dynamics in Schizophrenia

(2020) Frigyes Samuel Racz et al.   Frontiers in Systems Neuroscience

Classification of focal EEG signals using FBSE based flexible time-frequency coverage wavelet transform

(2020) Vipin Gupta et al.   Biomedical Signal Processing and Control

Bispectrum-Based Channel Selection for Motor Imagery Based Brain-Computer Interfacing

(2020) Jing Jin et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Identification of Motor and Mental Imagery EEG in Two and Multiclass Subject-Dependent Tasks Using Successive Decomposition Index

(2020) Muhammad Tariq Sadiq et al.   SENSORS

FBDM based time-frequency representation for sleep stages classification using EEG signals

(2020) Vipin Gupta et al.   Biomedical Signal Processing and Control

Internal Feature Selection Method of CSP Based on L1-Norm and Dempster–Shafer Theory

(2020) Jing Jin et al.   IEEE Transactions on Neural Networks and Learning Systems

Multikernel Capsule Network for Schizophrenia Identification

(2020) Tian Wang et al.   IEEE Transactions on Cybernetics

Signal speech reconstruction and noise removal using convolutional denoising audioencoders with neural deep learning

(2019) Houda Abouzid et al.   ANALOG INTEGRATED CIRCUITS AND SIGNAL PROCESSING

Automated detection of schizophrenia using nonlinear signal processing methods

(2019) V. Jahmunah et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

EEG Classification During Scene Free-Viewing for Schizophrenia Detection

(2019) Christ Devia et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Deep Convolutional Neural Network Model for Automated Diagnosis of Schizophrenia Using EEG Signals

(2019) Shu Lih Oh et al.   Applied Sciences-Basel

Identification of epileptic seizures in EEG signals using time-scale decomposition (ITD), discrete wavelet transform (DWT), phase space reconstruction (PSR) and neural networks

(2019) Wei Zeng et al.   ARTIFICIAL INTELLIGENCE REVIEW

Automatic focal and non-focal EEG detection using entropy-based features from flexible analytic wavelet transform

(2019) Yang You et al.   Biomedical Signal Processing and Control

Empirical wavelet transform based automated alcoholism detecting using EEG signal features

(2019) Arti Anuragi et al.   Biomedical Signal Processing and Control

Classification of non-motor cognitive task in EEG based brain-computer interface using phase space features in multivariate empirical mode decomposition domain

(2018) Suman Dutta et al.   Biomedical Signal Processing and Control

A Novel Approach to Mortality Prediction of ICU Cardiovascular Patient Based on Fuzzy Logic Method

(2018) Mohammad Karimi Moridani et al.   Biomedical Signal Processing and Control

Fourier–Bessel series expansion based empirical wavelet transform for analysis of non-stationary signals

(2018) Abhijit Bhattacharyya et al.   DIGITAL SIGNAL PROCESSING

A multi-class EEG-based BCI classification using multivariate empirical mode decomposition based filtering and Riemannian geometry

(2018) Pramod Gaur et al.   EXPERT SYSTEMS WITH APPLICATIONS

A deeper view of insight in schizophrenia: Insight dimensions, unawareness and misattribution of particular symptoms and its relation with psychopathological factors

(2017) Esther Pousa et al.   SCHIZOPHRENIA RESEARCH

Decision support system for focal EEG signals using tunable- Q wavelet transform

(2017) Rajeev Sharma et al.   Journal of Computational Science

Graph-based analysis of brain connectivity in schizophrenia

(2017) Elzbieta Olejarczyk et al.   PLoS One

A novel approach for automated detection of focal EEG signals using empirical wavelet transform

(2016) Abhijit Bhattacharyya et al.   NEURAL COMPUTING & APPLICATIONS

Machine-learning-based diagnosis of schizophrenia using combined sensor-level and source-level EEG features

(2016) Miseon Shim et al.   SCHIZOPHRENIA RESEARCH

Application of empirical mode decomposition for analysis of normal and diabetic RR-interval signals

(2015) Ram Bilas Pachori et al.   EXPERT SYSTEMS WITH APPLICATIONS

Classification of epileptic seizures in EEG signals based on phase space representation of intrinsic mode functions

(2015) Rajeev Sharma et al.   EXPERT SYSTEMS WITH APPLICATIONS

Diagnostic utility of quantitative EEG in un-medicated schizophrenia

(2015) Jun Won Kim et al.   NEUROSCIENCE LETTERS

Schizophrenia and Depression Co-Morbidity: What We have Learned from Animal Models

(2015) James N. Samsom et al.   Frontiers in Psychiatry

Schizophrenia Detection and Classification by Advanced Analysis of EEG Recordings Using a Single Electrode Approach

(2015) Zack Dvey-Aharon et al.   PLoS One

Epileptic seizure classification in EEG signals using second-order difference plot of intrinsic mode functions

(2013) Ram Bilas Pachori et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Empirical Wavelet Transform

(2013) Jerome Gilles   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Positron Emission Tomography in Schizophrenia: A New Perspective

(2010) N. H. Patel et al.   JOURNAL OF NUCLEAR MEDICINE

An efficient classifier to diagnose of schizophrenia based on the EEG signals

(2008) Reza Boostani et al.   EXPERT SYSTEMS WITH APPLICATIONS