Neuromuscular disorders detection through time-frequency analysis and classification of multi-muscular EMG signals using Hilbert-Huang transform

DWT-based electromyogram signal classification using maximum likelihood-estimated features for neurodiagnostic applications

(2019) Shobha Jose et al.   Signal Image and Video Processing

Arrhythmia detection using deep convolutional neural network with long duration ECG signals

(2018) Özal Yıldırım et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Single-Channel EMG Classification With Ensemble-Empirical-Mode-Decomposition-Based ICA for Diagnosing Neuromuscular Disorders

(2016) Ganesh R. Naik et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Classifying neuromuscular diseases using artificial neural networks with applied Autoregressive and Cepstral analysis

(2016) Sabri Koçer et al.   NEURAL COMPUTING & APPLICATIONS

An EMG-based feature extraction method using a normalized weight vertical visibility algorithm for myopathy and neuropathy detection

(2016) Patcharin Artameeyanant et al.   SpringerPlus

Comparison of decision tree algorithms for EMG signal classification using DWT

(2015) Ercan Gokgoz et al.   Biomedical Signal Processing and Control

An adaptive level dependent wavelet thresholding for ECG denoising

(2014) Md. Abdul Awal et al.   Biocybernetics and Biomedical Engineering

Improved complete ensemble EMD: A suitable tool for biomedical signal processing

(2014) Marcelo A. Colominas et al.   Biomedical Signal Processing and Control

Characterizing EMG data using machine-learning tools

(2014) Jamileh Yousefi et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Wavelet Domain Feature Extraction Scheme Based on Dominant Motor Unit Action Potential of EMG Signal for Neuromuscular Disease Classification

(2014) A. B. M. S. U. Doulah et al.   IEEE Transactions on Biomedical Circuits and Systems

Variational Mode Decomposition

(2014) Konstantin Dragomiretskiy et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Effect of multiscale PCA de-noising on EMG signal classification for diagnosis of neuromuscular disorders

(2014) Ercan Gokgoz et al.   JOURNAL OF MEDICAL SYSTEMS

Classification of EMG signals using PSO optimized SVM for diagnosis of neuromuscular disorders

(2013) Abdulhamit Subasi   COMPUTERS IN BIOLOGY AND MEDICINE

Empirical Mode Decomposition-Based Time-Frequency Analysis of Multivariate Signals: The Power of Adaptive Data Analysis

(2013) Danilo P. Mandic et al.   IEEE SIGNAL PROCESSING MAGAZINE

Empirical Wavelet Transform

(2013) Jerome Gilles   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Classification of EMG signals using combined features and soft computing techniques

(2012) Abdulhamit Subasi   APPLIED SOFT COMPUTING

Multi-scale AM–FM analysis for the classification of surface electromyographic signals

(2012) C.I. Christodoulou et al.   Biomedical Signal Processing and Control

Multiresolution MUAPs decomposition and SVM-based analysis in the classification of neuromuscular disorders

(2010) Andrzej P. Dobrowolski et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Analysis and classification of compressed EMG signals by wavelet transform via alternative neural networks algorithms

(2010) M. Ozsert et al.   COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING

EMGTools, an Adaptive and Versatile Tool for Detailed EMG Analysis

(2010) M. Nikolic et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Biosignal Denoising via Wavelet Thresholds

(2010) Parmod Kumar et al.   IETE JOURNAL OF RESEARCH

Multiscale entropy-based approach to automated surface EMG classification of neuromuscular disorders

(2010) Rok Istenič et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Signal feature extraction based on an improved EMD method

(2009) Li Lin et al.   MEASUREMENT

Probabilistic muscle characterization using QEMG: Application to neuropathic muscle

(2009) L.J. Pino et al.   MUSCLE & NERVE

Surface EMG analysis on normal subjects based on isometric voluntary contraction

(2007) P.A. Kaplanis et al.   JOURNAL OF ELECTROMYOGRAPHY AND KINESIOLOGY