Empirical mode decomposition and neural network for the classification of electroretinographic data

A comparison among different techniques for human ERG signals processing and classification

(2013) R. Barraco et al.   Physica Medica-European Journal of Medical Physics

Detection of the third and fourth heart sounds using Hilbert-Huang transform

(2012) Yi-Li Tseng et al.   Biomedical Engineering Online

Denoising of ECG signals based on noise reduction algorithms in EMD and wavelet domains

(2012) Md. Ashfanoor Kabir et al.   Biomedical Signal Processing and Control

EEG Classification Approach Based on the Extreme Learning Machine and Wavelet Transform

(2012) Qi Yuan et al.   CLINICAL EEG AND NEUROSCIENCE

An Echo State Neural Network for QRST Cancellation During Atrial Fibrillation

(2012) Andrius Petrenas et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Reference-free damage detection by means of wavelet transform and empirical mode decomposition applied to Lamb waves

(2012) Abdollah Bagheri et al.   JOURNAL OF INTELLIGENT MATERIAL SYSTEMS AND STRUCTURES

Empirical mode decomposition based detrended sample entropy in electroencephalography for Alzheimer's disease

(2012) Ping-Huang Tsai et al.   JOURNAL OF NEUROSCIENCE METHODS

The study of time-frequency analysis the nocturnal snoring signal based on the wavelet transform

(2012) Zhang Yinhong et al.   JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA

Ensemble empirical mode decomposition based feature enhancement of cardio signals

(2012) Artūras Janušauskas et al.   MEDICAL ENGINEERING & PHYSICS

Filtering of surface EMG using ensemble empirical mode decomposition

(2012) Xu Zhang et al.   MEDICAL ENGINEERING & PHYSICS

Multifocal ERG wavelet packet decomposition applied to glaucoma diagnosis

(2011) Juan M Miguel-Jiménez et al.   Biomedical Engineering Online

Antepartum fetal heart rate feature extraction and classification using empirical mode decomposition and support vector machine

(2011) Niranjana Krupa et al.   Biomedical Engineering Online

Seizure classification in EEG signals utilizing Hilbert-Huang transform

(2011) Rami J Oweis et al.   Biomedical Engineering Online

An approach based on wavelet analysis for feature extraction in the a-wave of the electroretinogram

(2011) R. Barraco et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Analysis of normal and epileptic seizure EEG signals using empirical mode decomposition

(2011) Ram Bilas Pachori et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Exploiting correlation of ECG with certain EMD functions for discrimination of ventricular fibrillation

(2011) Emran Mohammad Abu Anas et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Empirical mode decomposition based ECG enhancement and QRS detection

(2011) Saurabh Pal et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Classification of parkinsonian and essential tremor using empirical mode decomposition and support vector machine

(2011) Lingmei Ai et al.   DIGITAL SIGNAL PROCESSING

Fuzzy clustering complex-valued neural network to diagnose cirrhosis disease

(2011) Rahime Ceylan et al.   EXPERT SYSTEMS WITH APPLICATIONS

Multifocal electroretinogram diagnosis of glaucoma applying neural networks and structural pattern analysis

(2011) L. Boquete et al.   EXPERT SYSTEMS WITH APPLICATIONS

Fuzzy Hopfield neural network clustering for single-trial motor imagery EEG classification

(2011) Wei-Yen Hsu   EXPERT SYSTEMS WITH APPLICATIONS

Automatic Motion and Noise Artifact Detection in Holter ECG Data Using Empirical Mode Decomposition and Statistical Approaches

(2011) Jinseok Lee et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Privacy-Preserving ECG Classification With Branching Programs and Neural Networks

(2011) Mauro Barni et al.   IEEE Transactions on Information Forensics and Security

Use of Artificial Neural Network in Differentiation of Subgroups of Temporomandibular Internal Derangements: A Preliminary Study

(2011) Burcu Bas et al.   JOURNAL OF ORAL AND MAXILLOFACIAL SURGERY

Empirical Mode Decomposition and Principal Component Analysis implementation in processing non-invasive cardiovascular signals

(2011) Eduardo Pinheiro et al.   MEASUREMENT

ERG signal analysis using wavelet transform

(2011) R. Barraco et al.   THEORY IN BIOSCIENCES

ECG Pattern Analysis for Emotion Detection

(2011) F. Agrafioti et al.   IEEE Transactions on Affective Computing

Combined Method for Reduction of High Frequency Interferences in Surface Electroenterogram (EEnG)

(2010) Y. Ye-Lin et al.   ANNALS OF BIOMEDICAL ENGINEERING

A Novel Neural-Network Model for Deriving Standard 12-Lead ECGs From Serial Three-Lead ECGs: Application to Self-Care

(2010) Hussein Atoui et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE

Noise-Assisted Data Processing With Empirical Mode Decomposition in Biomedical Signals

(2010) A Karagiannis et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE

A Biomedical System Based on Artificial Neural Network and Principal Component Analysis for Diagnosis of the Heart Valve Diseases

(2010) Harun Uğuz   JOURNAL OF MEDICAL SYSTEMS

The application of Hilbert–Huang transform in the analysis of muscle fatigue during cyclic dynamic contractions

(2010) Vedran Srhoj-Egekher et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Fuzzy Clustered Probabilistic and Multi Layered Feed Forward Neural Networks for Electrocardiogram Arrhythmia Classification

(2009) Hassan Hamsa Haseena et al.   JOURNAL OF MEDICAL SYSTEMS

Detection of ECG characteristic points using Multiresolution Wavelet Analysis based Selective Coefficient Method

(2009) Saurabh Pal et al.   MEASUREMENT