Biomedical Signal Processing and Control

Title Publication Date Language Citations
Improved complete ensemble EMD: A suitable tool for biomedical signal processing2014/11/01English752
Myoelectric control systems—A survey2007/10/01English586
Speech emotion recognition using deep 1D & 2D CNN LSTM networks2019/01/01English446
ECG beat classification using PCA, LDA, ICA and Discrete Wavelet Transform2013/09/01English367
Automated diagnosis of epileptic EEG using entropies2012/07/01English355
Human motion tracking for rehabilitation—A survey2008/01/01English346
A survey on ECG analysis2018/05/01English255
Denoising of ECG signals based on noise reduction algorithms in EMD and wavelet domains2012/09/01English238
Classification of magnetic resonance brain images using wavelets as input to support vector machine and neural network2006/01/01English233
Acute mental stress assessment via short term HRV analysis in healthy adults: A systematic review with meta-analysis2015/04/01English229
Performance evaluation of empirical mode decomposition, discrete wavelet transform, and wavelet packed decomposition for automated epileptic seizure detection and prediction2018/01/01English224
A convolutional neural network for sleep stage scoring from raw single-channel EEG2018/04/01English212
Speech emotion recognition with deep convolutional neural networks2020/05/01English203
A novel method for detecting R-peaks in electrocardiogram (ECG) signal2012/03/01English195
A review on CT image noise and its denoising2018/04/01English193
Comparison of signal decomposition methods in classification of EEG signals for motor-imagery BCI system2017/01/01English193
MRI based medical image analysis: Survey on brain tumor grade classification2018/01/01English191
Deep neural network with generative adversarial networks pre-training for brain tumor classification based on MR images2020/03/01English187
Prospects and limitations of non-invasive blood glucose monitoring using near-infrared spectroscopy2015/04/01English184
A review on EMG-based motor intention prediction of continuous human upper limb motion for human-robot collaboration2019/05/01English183
Computer-aided sleep staging using Complete Ensemble Empirical Mode Decomposition with Adaptive Noise and bootstrap aggregating2016/02/01English178
Application of deep learning techniques for detection of COVID-19 cases using chest X-ray images: A comprehensive study2021/02/01English177
Decision tree and random forest models for outcome prediction in antibody incompatible kidney transplantation2019/07/01English169
Classification of ictal and seizure-free EEG signals using fractional linear prediction2014/01/01English156
A training strategy to reduce classification degradation due to electrode displacements in pattern recognition based myoelectric control2008/04/01English151
A survey on the magnetic resonance image denoising methods2014/01/01English145
Trends in EEG-BCI for daily-life: Requirements for artifact removal2017/01/01English143
Current state of digital signal processing in myoelectric interfaces and related applications2015/04/01English141
Heartbeat classification fusing temporal and morphological information of ECGs via ensemble of classifiers2019/01/01English141
Classification of seizure based on the time-frequency image of EEG signals using HHT and SVM2014/09/01English139