Biomedical Signal Processing and Control

Article	Citations
CG-Recognizer: A biosignal-based continuous gesture recognition system	296
Implications of plantar static pressure distribution among bilateral flatfoot patients: An analytical case-control research	191
Stability region derived by center of mass for older adults during trivial movements	139
Automatic seizure detection based on Gray Level Co-occurrence Matrix of STFT imaged-EEG	135
Local Pattern Transformation-Based convolutional neural network for sleep stage scoring	134
Dysarthria severity assessment using squeeze-and-excitation networks	127
Classify breast cancer pathological tissue images using multi-scale bar convolution pooling structure with patch attention	126
Enhancement of artery visualization in contrast-enhanced cerebral MR angiography using generative neural networks	125
Towards automatic forecasting of lung nodule diameter with tabular data and CT imaging	125
An augmented Snake Optimizer for diseases and COVID-19 diagnosis	120
Retinal image blood vessel classification using hybrid deep learning in cataract diseased fundus images	118
EEG emotion recognition using attention-based convolutional transformer neural network	117
Medical image fusion based on quasi-cross bilateral filtering	115
Brain tumor segmentation using JGate-AttResUNet – A novel deep learning approach	108
Smartphone-based non-invasive haemoglobin level estimation by analyzing nail pallor	104
An improved CNN-based thyroid nodule screening algorithm in ultrasound images	103
Analyzing subcortical structures in Alzheimer's disease using ensemble learning	102
Detection of mental stress using novel spatio-temporal distribution of brain activations	102
NABNet: A Nested Attention-guided BiConvLSTM network for a robust prediction of Blood Pressure components from reconstructed Arterial Blood Pressure waveforms using PPG and ECG signals	100
SCNet: A spatial feature fused convolutional network for multi-channel EEG pathology detection	99
Machine Learning and XAI approaches for Allergy Diagnosis	98
An SSVEP-based BCI with LEDs visual stimuli using dynamic window CCA algorithm	98
Ensemble of weighted deep concatenated features for the skin disease classification model using modified long short term memory	94
An interpretable deep learning algorithm for dynamic early warning of posttraumatic hemorrhagic shock based on noninvasive parameter	94
Comprehending the impact of deep learning algorithms on optimizing for recurring impediments associated with stress prediction using ECG data through statistical analysis	90

Reinforcement learning-based decision support system for COVID-19	90
Recognition of driver’s mental workload based on physiological signals, a comparative study	88
Width-wise vessel bifurcation for improved retinal vessel segmentation	87
Brain tumor segmentation with corner attention and high-dimensional perceptual loss	83
An improved method for soft tissue modeling	81
A channel-mixing convolutional neural network for motor imagery EEG decoding and feature visualization	80
Global and local constrained parallel MRI reconstruction by exploiting dual sparsity and self-consistency	80
Attention augmented distance regression and classification network for nuclei instance segmentation and type classification in histology images	80
A bone segmentation method based on Multi-scale features fuse U2Net and improved dice loss in CT image process	79
Toward reliable signals decoding for electroencephalogram: A benchmark study to EEGNeX	78
CMF defects database: A craniomaxillofacial defects dataset and a data-driven repair method	78
Heart rate measurement based on spatiotemporal features of facial key points	76
An Efficient PM - Multisampling Image Filtering with Enhanced CNN Architecture for Pneumonia Classfication	76
Heart rate prediction from facial video with masks using eye location and corrected by convolutional neural networks	76
Revolutionizing vascular health through the temporal convolutional transformer for drug screening and model evolution	76
CoSleepNet: Automated sleep staging using a hybrid CNN-LSTM network on imbalanced EEG-EOG datasets	75
Multi-granularity scale-aware networks for hard pixels segmentation of pulmonary nodules	73
Pancreatic cancer tumor analysis in CT images using patch-based multi-resolution convolutional neural network	73
Automated diagnosis of COVID-19 using radiological modalities and Artificial Intelligence functionalities: A retrospective study based on chest HRCT database	72
EM-CSP: An efficient multiclass common spatial pattern feature method for speech imagery EEG signals recognition	72
Deep-stratification of the cardiovascular risk by ultrasound carotid artery images	72
Networked information interactions in schizophrenia magnetoencephalograms based on permutation transfer entropy	71
An atrial fibrillation detection algorithm based on lightweight design architecture and feature fusion strategy	71
Joint margin adaption and multiscale feature fusion for COVID-19 CT images segmentation	69
A deep 1-D CNN learning approach with data augmentation for classification of Parkinson’s disease and scans without evidence of dopamine deficit (SWEDD)	69
KochDet: BiFPN-based deep architecture for tuberculosis diagnosis	69
Automatic detection of sleepiness-related symptoms and syndromes using voice and speech biomarkers	69
Transformer dense center network for liver tumor detection	68
A soft clustering approach for segmenting brain tumor in intuitionistic fuzzy environment	68
Automated polyp segmentation in colonoscopy images via deep network with lesion-aware feature selection and refinement	68
Multi-target segmentation of pancreas and pancreatic tumor based on fusion of attention mechanism	67
Fully automated thyroid ultrasound screening utilizing multi-modality image and anatomical prior	67
Risk assessment of atherosclerotic cardiovascular disease based on feature selection of L1-CBFS	67
Domain-specific trained model to auto grade AV Nicking severity level	66
Study on venture capital multi-attribute group decision-making based on improved Hamming-Hausdorff distance and weighted bidirectional projection	66
A three-layer decomposition method based on structural texture perception for fusion of CT and MRI images	64
Editorial Board	64
A survey of feature detection methods for localisation of plain sections of axial brain magnetic resonance imaging	63
A new method of detecting the characteristic waves and their onset and end in electrocardiogram signals	63
Redundant Gaussian dictionary in compressed sensing for ambulatory photoplethysmography monitoring	62
A texture-aware U-Net for identifying incomplete blinking from eye videography	62
Comparison of sound radiation between classical and pop singers	62
What is EAMBES?	61
Distance compensation-based dual adaptive artifact removal algorithm in microwave breast tumor imaging system	61
Tree based regression methods for gap reconstruction of motion capture sequences	61
Editorial for the VSI: Control of prostheses	60
Online adaptive classification system for brain–computer interface based on error-related potentials and neurofeedback	60
General probability distribution model for wireless body sensors in the medical monitoring system	59
A supervised independent component analysis algorithm for motion imagery-based brain computer interface	59
Comparing sleep studies in terms of the apnea-hypopnea index using the dedicated Shiny web application	59

Automated cerebral microbleed detection using selective 3D gradient co-occurance matrix and convolutional neural network	59
Editorial Board	59
Lesion-specific exposure parameters for breast cancer diagnosis on digital breast tomosynthesis and full-field digital mammography	58
Full-field face vibration measurement in singing—Case study	58
Integrated Spatio-Temporal Deep Clustering (ISTDC) for cognitive workload assessment	58
Autonomic nervous pattern analysis of sleep deprivation	58
Auditory stimulus reconstruction from ECoG with DNN and self-attention modules	57
Accuracy of point-of-care tele-ultrasonography for assisting ultrasound-naive resident doctors in detecting lower-limb deep venous thrombosis: A prospective controlled trial	57
Accurate method for sleep stages classification using discriminated features and single EEG channel	57
Automatic detection of A-phase onsets based on convolutional neural networks	57
Optimum target range bin selection method for time-frequency analysis to detect falls using wideband radar and a lightweight network	55
Network approaches in anomaly detection for disease conditions	55
Anterior chamber angle classification in anterior segment optical coherence tomography images using hybrid attention based pyramidal convolutional network	55
Graph weighting scheme for skin lesion segmentation in macroscopic images	54
Deformable transformer for endoscopic video super-resolution	54
Hand bone extraction and segmentation based on a convolutional neural network	54
Efficient ROI-based compression of mammography images	54
The effect of groupness constraint on the sensitivity and specificity of canonical correlation analysis, a multi-modal anatomical and functional MRI study	53
The unilateral upper limb classification from fMRI-weighted EEG signals using convolutional neural network	53
Optimal gene prioritization and disease prediction using knowledge based ontology structure	53
A general framework for the assessment of scatter correction techniques in digital mammography	53
Assessing articulatory perturbations during a sung vowel-matching exercise using articulography	53
Spatial and task attention network for treatment response prediction in locally advanced cervical cancer radiotherapy	52
Estimation of the independent components reliability of EEG signal in a clinical application	52
A novel hyperbolic intuitionistic fuzzy divergence measure based mammogram enhancement for visual elucidation of breast lesions	52
Rider Manta Ray Foraging Optimization-based Generative Adversarial Network and CNN feature for detecting glaucoma	52
Robust cell segmentation based on gradient detection, Gabor filtering and morphological erosion	52
Bias correction of intensity inhomogeneous images hybridized with superpixel segmentation	51
Cognitive assistant DeepNet model for detection of cardiac arrhythmia	51
Virtual system for early detection of COVID-19 infection “Etaware-CDT-2020 prototype design” (corroborated by rRT-PCR data)	51
Filtering strategies of electrocardiographic imaging signals for stratification of atrial fibrillation patients	50
Estimation of spectral components of auditory steady-state response using least squares and phase compensation for objective response detectors	50
An optimized JPEG-XT-based algorithm for the lossy and lossless compression of 16-bit depth medical image	50
A complementary note for the analytical method to estimate individual attention fluctuation using steady-state evoked potentials	50
Recognition of EEG based on Improved Black Widow Algorithm optimized SVM	50
A study of decodable breathing patterns for augmentative and alternative communication	49
Implementation of fuzzy associative memory toward optimizing a neural network model to predict total iron binding capacity	49
Denoising of ECG signals using weighted stationary wavelet total variation	49
Measuring intra-articular synovial fluid pressure in cadaveric scapholunate joints under radioulnar deviation	49
Effects of mindfulness-based stress reduction meditation on the emotional reaction to affective pictures assessed by electrodermal activity	49
A broad network of subject integration: Based on slowness feature enhancement	49
An efficient two-step multi-organ registration on abdominal CT via deep-learning based segmentation	49
Automatic prediction of therapeutic activities during newborn resuscitation combining video and signal data	49
NB-SQI: A novel non-binary signal quality index for continuous blood pressure waveforms	48
Singular Spectrum Analysis as a data-driven approach to the analysis of motor adaptation time series	48
A deep dense residual network with reduced parameters for volumetric brain tissue segmentation from MR images	48
Depth disentanglement strategy of latent space for medical image segmentation	48
Editorial Board	47
Spectral separation of evoked and spontaneous cortical activity, Part 1: Delta to high gamma band	47
HMM-based gesture recognition for eye-swipe typing	46
Editorial Board	46
Modelling and analysis of orthoses generated whole-body vertical vibrations impact on limb stability and compliant dynamics in a ramp gait	46
Weakly supervised glottis segmentation on endoscopic images with point supervision	46
Reproducibility analysis of functional connectivity measures for application in motor imagery BCIs	46
Automatic diagnosis of newly emerged heart failure from serial electrocardiography by repeated structuring & learning procedure	45
Accurate OCT-based diffuse adult-type glioma WHO grade 4 tissue classification using comprehensible texture feature analysis	45
Automated detection of glaucoma using elongated quinary patterns technique with optical coherence tomography angiogram images	45
An intelligent compression system for wireless capsule endoscopy images	45
Deciphering simultaneous heart conditions with spectrogram and explainable-AI approach	45
Toward an automatic detection of cardiac structures in short and long axis views	45
M3U-CDVAE: Lightweight retinal vessel segmentation and refinement network	45
Statistical analysis on multi-factors of dynamic plantar pressure to normal subjects	44
Multi-objective advisory system for arrhytmia classification	44
Editorial Board	44
Advances in biomedical signal processing for communication disorders	43
Features of Cheyne-Stokes respiration automatically extracted from CPAP airflow signal raw data: Identification of discriminating features to detect heart failure	43
Intracardiac ECG pulse localization using overlapping block sparse reconstruction	43
Editorial Board	43
Optimal administration strategy in chemotherapy regimens using multi-drug cell-cycle specific tumor growth models	43
Registration based fully optimized melanoma detection using deep forest technique	43
Continuous estimation of upper limb joint angle from sEMG based on multiple decomposition feature and BiLSTM network	43
Skin lesion classification base on multi-hierarchy contrastive learning with pareto optimality	43
Second-order difference scatterplot-based transition network with Riemann similarity measure for epilepsy classification	43
Piecewise empirical mode Bayesian estimation – A new method to denoise electrooculograms	42
ResQu-Net: Effective prostate’s peripheral zone segmentation leveraging the representational power of attention-based mechanisms	42
A method for eliminating the disturbance of pseudo-textural-direction in ultrasound image feature extraction	42
Research on the lateralization of brain functional complexity in mild cognitive impairment-Alzheimer’s disease progression based on multiscale lateralized brain entropy	42
Alzheimer ’s disease identification from 3D SPECT brain scans by variational analysis	42
CycleFormer: Brain tissue segmentation in the presence of Multiple Sclerosis lesions and Intensity Non-Uniformity artifact	42
Automatic algorithm for determining bone and soft-tissue factors in dual-energy subtraction chest radiography	41

Segmentation of patchy areas in biomedical images based on local edge density estimation	41
Automatic detection of poor quality signals as a pre-processing scheme in the analysis of sEMG in swallowing	41
A cost focused framework for optimizing collection and annotation of ultrasound datasets	41
A Heuristic-Concatenated Feature Classification Algorithm (H-CFCA) for autism and epileptic seizure detection	41
Incidence of different pressure patterns of spinal cerebellar ataxia (SCA) and analysis of imaging and genetic diagnosis	40
Phase-constrained reconstruction method with compressed sensing for multi-parametric quantitative magnetic resonance imaging	40
Curve Fitting Based Minimum Norm Estimation (CFB-MNE) for motor unit spatial localization using high density surface electromyogram signals	40
Multi-task parallel with feature sharing integrated 3D U-Nets for Glioma Segmentation	40
Early stage tumor segmentation in breast MRI using shape enhanced U-Net	40
Fetal heart rate monitoring by fusion of estimations from two modalities: A modified Viterbi’s algorithm	40
Editorial Board	40
Pulse rate estimation from forehead photoplethysmograph signal using RLS adaptive filtering with dynamical reference signal	40
New approaches for rapid setpoint determination and uninterrupted tracking in non-invasive continuous blood pressure monitoring based on volume-clamp method	39
Lyapunov based nonlinear controllers for the chemotherapy of brain tumor	39
Denoising of poisson-corrupted microscopic biopsy images using fourth-order partial differential equation with ant colony optimization	39
Unilateral movement decoding of upper and lower limbs using magnetoencephalography	39
Decomposing photoplethysmogram waveforms into systolic and diastolic waves, with application to hyperbaric environments	39
Comparison by multivariate auto-regressive method of seizure prediction for real patients and virtual patients	38
Comparison of Mueller matrix differential decomposition and transformation	38
An intravascular optical coherence tomography technique for in vivo carotid intima-media thickness measurement and mechanical characterization	38
Temporal patterns in the dependency structures of the cardiovascular time series	38
Dual path sub-type diagnostic model based on the anatomic morphological feature	38
CalAttnMix: An instance-attention based data augmentation method for calcification detection in mammograms	38
Theoretical analysis of the 12 min Cooper’s test to estimate the maximal oxygen uptake rate	38
Multi-label recognition of facial body constitution via MLP-like deep networks with non-equilibrium weight loss	38
Respiratory rate estimation from multi-channel signals using auto-regulated adaptive extended Kalman filter	38
Exosomal circ-CTNNB1 derived from colorectal cancer cells induces N2 polarization of neutrophils to promote colorectal cancer cell growth and immune escape	38
Localizing focal brain injury via EEG spectral variance	37
Quantitative evaluation of segmentation accuracy of subsegmental infarcts using 2DSTE and synthetic ultrasonic data in a spheroidal model of the left ventricle	37
Green fluorescent protein and phase contrast image fusion via Spectral TV filter-based decomposition	37
Detection of auditory brainstem response peaks using image processing techniques in infants with normal hearing sensitivity	37
Automatic simultaneous ciliary muscle segmentation and biomarker extraction in AS-OCT images using deep learning-based approaches	37
Editorial Board	37
Spectrogram classification of patient chin electromyography based on deep learning: A novel method for accurate diagnosis obstructive sleep apnea	37
Automatic endoscopic navigation based on attention-based network for Nasotracheal Intubation	37
EEG characteristics in “eyes-open” versus “eyes-closed” condition during vibrotactile stimulation	37
Capnography derived breath variability analysis feasibility and its importance for pulmonary embolism prediction	37
Control strategy to enhance pulmonary vascular pulsatility for implantable cavopulmonary assist devices: A simulation study	37
Multi-task thyroid tumor segmentation based on the joint loss function	36
A mechatronic test-bench to investigate the impact of ventricular pulsation in hydrocephalus	36
Fusion of electroencephalograms at different channels and different activities via multivariate quaternion valued singular spectrum analysis for intellectual and developmental disorder recognition	36
IoT-based ECG monitoring for arrhythmia classification using Coyote Grey Wolf optimization-based deep learning CNN classifier	36
Performance evaluation of multi-channel electroencephalogram signal (EEG) based time frequency analysis for human emotion recognition	36
Nonlinear directed information flow estimation for fNIRS brain network analysis based on the modified multivariate transfer entropy	36
Precise T-wave endpoint detection using polynomial fitting and natural geometric approach algorithm	36
HLDnet: Novel deep learning based Artificial Intelligence tool fuses acetic acid and Lugol’s iodine cervicograms for accurate pre-cancer screening	36
Arteriovenous shunt stenosis assessment based on empirical mode decomposition and 1D-convolutional neural network: Clinical trial stage	35
Machine learning for the early prediction of head-up tilt testing outcome	35
Diagnosis of atrial fibrillation based on lightweight detail-semantic network	35
The effect of artifact rejection on the performance of a convolutional neural network based algorithm for binary EEG data classification	35
Abc-based weighted voting deep ensemble learning model for multiple eye disease detection	35
Spatial interpretability of time-frequency relevance optimized in motor imagery discrimination using Deep&Wide networks	35
A fusion algorithm based on composite decomposition for PET and MRI medical images	35
Robust estimation of channel similarity networks from epilepsy EEG data	35
Breast cancer diagnosis from histopathology images using deep neural network and XGBoost	35
Single-lead ECG recordings modeling for end-to-end recognition of atrial fibrillation with dual-path RNN	35
A novel multigranularity feature-selection method based on neighborhood mutual information and its application in autistic patient identification	35
A generative adversarial network with multi-scale convolution and dilated convolution res-network for OCT retinal image despeckling	35
Designing GA based effective transmission strategies for intra-WBAN communication	35
SSAL-Net: Semi-supervised network integrating self-supervised adversarial learning for diagnosing subtypes of pulmonary nodules	35
Multifractal organization of EEG signals in multiple sclerosis	35
Multi kernel cross sparse graph attention convolutional neural network for brain magnetic resonance imaging super-resolution	34
FCAN : Speech emotion recognition network based on focused contrastive learning	34
Combination of the CNN with an amended version of a cooking training-based optimizer for diagnosing anterior cruciate ligament tear	34
Improving random walker segmentation using a nonlocal bipartite graph	34
A hyperdimensional framework: Unveiling the interplay of RBP and GSN within CNNs for ultra-precise brain tumor classification	34
Schizophrenia classification and abnormalities reveal of brain region functional connection by deep-learning multiple sparsely connected network	34
Automatic segmentation of ultrasound images using SegNet and local Nakagami distribution fitting model	34
CNAC-Seg: Effective segmentation for cervical nuclei in adherent cells and clusters via exploring gaps of receptive fields	34
Compressed sensing using a deep adaptive perceptual generative adversarial network for MRI reconstruction from undersampled K-space data	34
Hybrid feature fusion neural network integrating transformer for DCE-MRI super resolution	34
Detection of arrhythmia from electrocardiogram signals using a novel gaussian assisted signal smoothing and pattern recognition	34
Anisotropic diffusion filter based fusion of NSST transformed medical images	34
Deep learning based semantic segmentation and quantification for MRD biochip images	33
An enhanced EMG-driven Musculoskeletal model based on non-negative matrix factorization	33
milVAD: A bag-level MNIST modelling of voice activity detection using deep multiple instance learning	33
Group ensemble learning enhances the accuracy and convenience of SSVEP-based BCIs via exploiting inter-subject information	33
A robust model-based neural-machine interface across different loading weights applied at distal forearm	33
Precision medicine in ALS: Identification of new acoustic markers for dysarthria severity assessment	33
Diagnosis of Parkinson’s disease using higher order statistical analysis of alpha and beta rhythms	33
MCGNet: Multi-level consistency guided polyp segmentation	33
A simple two-compartment model for analysis of feedback control of glucose regulation	33
Multi-phase locking value: A generalized method for determining instantaneous multi-frequency phase coupling	33
GA-CNN: Analyzing student’s cognitive skills with EEG data using a hybrid deep learning approach	33
Classification of human movements by using Kinect sensor	33
LHSPred: A web based application for predicting lung health severity	33
Novel data fusion strategy for human gait analysis using multiple kinect sensors	33
Deep learning for fast MR imaging: A review for learning reconstruction from incomplete k-space data	32
Prior-guided generative adversarial network for mammogram synthesis	32
A Multiscale Atrous Convolution-based Adaptive ResUNet3 + with Attention-based ensemble convolution networks for brain tumour segmentation and classification using heuristic improvement	32
EEG signal based seizure detection focused on Hjorth parameters from tunable-Q wavelet sub-bands	32
ECG-based emotion recognition using random convolutional kernel method	32
Subbands and cumulative sum of subbands based nonlinear features enhance the performance of epileptic seizure detection	32
Non-Invasive antenna sensor based continuous glucose monitoring using pancreas dielectric radiation signal energy levels and machine learning algorithms	32
Ensuring security of artificial pancreas device system using homomorphic encryption	32