Biomedical Signal Processing and Control

5.4(top 5%)

impact factor

5.8K(top 5%)

papers

83.2K(top 5%)

citations

104(top 5%)

h-index

5.5(top 5%)

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5.9K

all documents

90.4K

doc citations

161(top 5%)

g-index

Top Articles

#	Title	Journal	Year	Citations
1	Myoelectric control systems—A survey	Biomedical Signal Processing and Control	2007	1,013
2	Improved complete ensemble EMD: A suitable tool for biomedical signal processing	Biomedical Signal Processing and Control	2014	912
3	Speech emotion recognition using deep 1D & 2D CNN LSTM networks	Biomedical Signal Processing and Control	2019	648
4	Human motion tracking for rehabilitation—A survey	Biomedical Signal Processing and Control	2008	634
5	Automated diagnosis of epileptic EEG using entropies	Biomedical Signal Processing and Control	2012	567
6	ECG beat classification using PCA, LDA, ICA and Discrete Wavelet Transform	Biomedical Signal Processing and Control	2013	545
7	Classification of magnetic resonance brain images using wavelets as input to support vector machine and neural network	Biomedical Signal Processing and Control	2006	450
8	Denoising of ECG signals based on noise reduction algorithms in EMD and wavelet domains	Biomedical Signal Processing and Control	2012	347
9	Acute mental stress assessment via short term HRV analysis in healthy adults: A systematic review with meta-analysis	Biomedical Signal Processing and Control	2015	340
10	A survey on ECG analysis	Biomedical Signal Processing and Control	2018	338
11	Comparison of signal decomposition methods in classification of EEG signals for motor-imagery BCI system	Biomedical Signal Processing and Control	2017	325
12	A novel method for detecting R-peaks in electrocardiogram (ECG) signal	Biomedical Signal Processing and Control	2012	314
13	A convolutional neural network for sleep stage scoring from raw single-channel EEG	Biomedical Signal Processing and Control	2018	304
14	Performance evaluation of empirical mode decomposition, discrete wavelet transform, and wavelet packed decomposition for automated epileptic seizure detection and prediction	Biomedical Signal Processing and Control	2018	304
15	Speech emotion recognition with deep convolutional neural networks	Biomedical Signal Processing and Control	2020	297
16	Application of deep learning techniques for detection of COVID-19 cases using chest X-ray images: A comprehensive study	Biomedical Signal Processing and Control	2021	282
17	MRI based medical image analysis: Survey on brain tumor grade classification	Biomedical Signal Processing and Control	2018	274
18	Prospects and limitations of non-invasive blood glucose monitoring using near-infrared spectroscopy	Biomedical Signal Processing and Control	2015	258
19	A review on CT image noise and its denoising	Biomedical Signal Processing and Control	2018	242
20	Non-contact heart rate and heart rate variability measurements: A review	Biomedical Signal Processing and Control	2014	238
21	A review on EMG-based motor intention prediction of continuous human upper limb motion for human-robot collaboration	Biomedical Signal Processing and Control	2019	236
22	Deep neural network with generative adversarial networks pre-training for brain tumor classification based on MR images	Biomedical Signal Processing and Control	2020	236
23	Computer-aided sleep staging using Complete Ensemble Empirical Mode Decomposition with Adaptive Noise and bootstrap aggregating	Biomedical Signal Processing and Control	2016	234
24	Classification of ictal and seizure-free EEG signals using fractional linear prediction	Biomedical Signal Processing and Control	2014	231
25	Current state of digital signal processing in myoelectric interfaces and related applications	Biomedical Signal Processing and Control	2015	231
26	A training strategy to reduce classification degradation due to electrode displacements in pattern recognition based myoelectric control	Biomedical Signal Processing and Control	2008	228
27	Comparison of decision tree algorithms for EMG signal classification using DWT	Biomedical Signal Processing and Control	2015	227
28	A survey on the magnetic resonance image denoising methods	Biomedical Signal Processing and Control	2014	219
29	Trends in EEG-BCI for daily-life: Requirements for artifact removal	Biomedical Signal Processing and Control	2017	216
30	Decision tree and random forest models for outcome prediction in antibody incompatible kidney transplantation	Biomedical Signal Processing and Control	2019	211
31	Multi-channel surface EMG classification using support vector machines and signal-based wavelet optimization	Biomedical Signal Processing and Control	2008	210
32	Classification of seizure based on the time-frequency image of EEG signals using HHT and SVM	Biomedical Signal Processing and Control	2014	209
33	Stress and anxiety detection using facial cues from videos	Biomedical Signal Processing and Control	2017	205
34	Heartbeat classification fusing temporal and morphological information of ECGs via ensemble of classifiers	Biomedical Signal Processing and Control	2019	200
35	A review of feature extraction and performance evaluation in epileptic seizure detection using EEG	Biomedical Signal Processing and Control	2020	195
36	An IoT-based framework for early identification and monitoring of COVID-19 cases	Biomedical Signal Processing and Control	2020	194
37	A fully automated deep learning-based network for detecting COVID-19 from a new and large lung CT scan dataset	Biomedical Signal Processing and Control	2021	193
38	Signal processing techniques applied to human sleep EEG signals—A review	Biomedical Signal Processing and Control	2014	190
39	Hair removal methods: A comparative study for dermoscopy images	Biomedical Signal Processing and Control	2011	186
40	Discrimination and classification of focal and non-focal EEG signals using entropy-based features in the EMD-DWT domain	Biomedical Signal Processing and Control	2016	183
41	Cardiac decision making using higher order spectra	Biomedical Signal Processing and Control	2013	178
42	Deep learning for motor imagery EEG-based classification: A review	Biomedical Signal Processing and Control	2021	178
43	Techniques and algorithms for computer aided diagnosis of pigmented skin lesions—A review	Biomedical Signal Processing and Control	2018	172
44	Heartbeat classification using projected and dynamic features of ECG signal	Biomedical Signal Processing and Control	2017	171
45	Model predictive control of glucose concentration in type I diabetic patients: An in silico trial	Biomedical Signal Processing and Control	2009	162
46	Detection of Alzheimer's disease and mild cognitive impairment based on structural volumetric MR images using 3D-DWT and WTA-KSVM trained by PSOTVAC	Biomedical Signal Processing and Control	2015	158
47	Automated Atrial Fibrillation Detection using a Hybrid CNN-LSTM Network on Imbalanced ECG Datasets	Biomedical Signal Processing and Control	2021	158
48	A wavelet optimization approach for ECG signal classification	Biomedical Signal Processing and Control	2012	154
49	Ultrasound image enhancement: A review	Biomedical Signal Processing and Control	2012	152
50	Automatic detection of P, QRS and T patterns in 12 leads ECG signal based on CWT	Biomedical Signal Processing and Control	2016	151

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