Biomedical Signal Processing and Control

Article	Citations
Effects of number of maxima and electrical dynamic range on speech-in-noise perception with an “n-of-m” cochlear-implant strategy	204
Domain-specific trained model to auto grade AV Nicking severity level	173
General probability distribution model for wireless body sensors in the medical monitoring system	168
Multi-objective advisory system for arrhytmia classification	154
Theoretical analysis of the 12 min Cooper’s test to estimate the maximal oxygen uptake rate	154
SCNet: A spatial feature fused convolutional network for multi-channel EEG pathology detection	152
Analyzing the effect of postural change on heart rate variability using multi-distance sample entropy (MDSE)	152
Reproducibility analysis of functional connectivity measures for application in motor imagery BCIs	151
Bias correction of intensity inhomogeneous images hybridized with superpixel segmentation	150
Robust parameter strategy for Wiener-based binaural noise reduction methods in hearing aids	139
A switched-gain nonlinear observer for estimation of thoracoabdominal displacements and detection of asynchrony	134
Corrigendum to “Identification of autism spectrum disorder using multi-regional resting-state data through an attention learning approach” [Biomed. Signal Process. Control 69 (2021) 102833]	133
SDLU-Net: A similarity-based dynamic linking network for the automated segmentation of abdominal aorta aneurysms and branching vessels	130
Convenient prediction of TcPO2 level using machine learning techniques with the PPG signal’s characteristic features	127
Lesion-specific exposure parameters for breast cancer diagnosis on digital breast tomosynthesis and full-field digital mammography	120
Compressed ECG sensing based heart rate asymmetry analysis for energy-constrained fast health monitoring	118
Assessment of blood flow parameters in a hybrid-digital model of the cardiovascular system applying recurrent neural networks	116
A mechatronic test-bench to investigate the impact of ventricular pulsation in hydrocephalus	109
Decomposing photoplethysmogram waveforms into systolic and diastolic waves, with application to hyperbaric environments	106
A deep learning method for contactless emotion recognition from ballistocardiogram	103
Multicentric prototype and pseudo-labeling based source-free domain adaptation for Alzheimer’s disease classification	103
A fusion algorithm based on composite decomposition for PET and MRI medical images	101
Cataract detection and visualization based on multi-scale deep features by RINet tuned with cyclic learning rate hyperparameter	100
TranSEFusionNet: Deep fusion network for colorectal polyp segmentation	98
MMUNet: Morphological feature enhancement network for colon cancer segmentation in pathological images	98

Classification of colposcopic images using a multi-breakpoints discretization approach on temporal patterns	97
GAN-based super-resolution for confocal superficial eyelid imaging: Real-time, domain generalization, and noise robustness	97
MFSleepNet: A multi-receptive field sleep networks for sleep stage classification	96
Feature-enhanced multi-sequence MRI-based fusion mechanism for breast tumor segmentation	95
Computer-aided diagnosis system for cardiac disorders using variational mode decomposition and novel cepstral quinary patterns	94
Diagnosis of Parkinson’s disease using higher order statistical analysis of alpha and beta rhythms	92
An end-to-end model for ECG signals classification based on residual attention network	91
Spectral separation of evoked and spontaneous cortical activity, Part 1: Delta to high gamma band	88
Heterogeneous soft tissue deformation model based on cellular neural networks: Application in pulmonary hamartomas surgery	87
Phase-constrained reconstruction method with compressed sensing for multi-parametric quantitative magnetic resonance imaging	84
Spoken and Inner Speech-related EEG Connectivity in Different Spatial Direction	83
Parkinson’s disease detection from voice signals using adaptive frequency attribute topology	82
A new method of detecting the characteristic waves and their onset and end in electrocardiogram signals	82
Continuous non-invasive arterial blood pressure monitoring with photoplethysmography via SE-MSResUNet network	82
Single-lead ECG recordings modeling for end-to-end recognition of atrial fibrillation with dual-path RNN	81
Deep integrated pipeline of segmentation guided classification of breast cancer from ultrasound images	81
Integrated TSVM-TSK fusion for enhanced EEG-based epileptic seizure detection: Robust classifier with competitive learning	81
ARM-Net: Attention-guided residual multiscale CNN for multiclass brain tumor classification using MR images	80
Improved LSTM-Squeeze Net Architecture for brain activity detection using EEG with improved feature set	79
milVAD: A bag-level MNIST modelling of voice activity detection using deep multiple instance learning	78
MSRT-DETR: A novel RT-DETR model with multi-scale feature sequence for cell detection	77
Multi kernel cross sparse graph attention convolutional neural network for brain magnetic resonance imaging super-resolution	77
EEG-based visual stimuli classification via reusable LSTM	77
Modality-level cross-connection and attentional feature fusion based deep neural network for multi-modal brain tumor segmentation	77
Analysis of EEG signals using deep learning to highlight effects of vibration-based therapy on brain	77
Restoration of missing or low-quality 12-lead ECG signals using ensemble deep-learning model with optimal combination	76
SSMDA: Semi-supervised multi-source domain adaptive autism prediction model using neuroimaging	76
Attention gated tensor neural network architectures for speech emotion recognition	76
MARGM: A multi-subjects adaptive region growing method for group fMRI data analysis	74
An intelligent compression system for wireless capsule endoscopy images	74
Heuristically Improvised rice disease classification framework based on adaptive segmentation with the fusion of LSTM layer into Multi-Scale Residual attention Network	74
Information transfer rate in BCIs: Towards tightly integrated symbiosis	73
GADM: Data augmentation using Generative Adversarial Diffusion Model for pulse-based disease identification	73
Implementation of decision tree and Mamdani fuzzy inference system for Erythropoietin resistance prediction	73
Efficient ROI-based compression of mammography images	73
Deep-stratification of the cardiovascular risk by ultrasound carotid artery images	73
Active source-free domain adaptation for intracranial EEG classification via neighborhood uncertainty and diversity	72
Interpretable Coronary Heart Disease Syndrome Differentiation and Identification Based on Pulse Signal	72
DCentNet: Decentralized multistage biomedical signal classification using early exits	71
Analyzing subcortical structures in Alzheimer's disease using ensemble learning	70
Parametric Bi-invariant Learning for Improved Precision in 2D/3D Image Registration	70
Design and performance evaluation method of wearable hip joint power-assisted exoskeleton	69
Jump motion intention recognition and brain activity analysis based on EEG signals and Vision Transformer model	69
A triple-shallow CNN with genetic algorithm channel selection method for classifying EEG complex limb movements	68
Sleep position classification with a compact pressure textile sensor mattress using convolutional neural networks	68
1D-FHRNet: Automatic Diagnosis of Fetal Acidosis from Fetal Heart Rate Signals	68
Screening diabetic retinopathy and exudates in retinal images using dual functional convolutional neural networks	68
A simple self-supervised ECG representation learning method via manipulated temporal–spatial reverse detection	67
Feature and channel selection for designing a regression-based continuous-variable emotion recognition system with two EEG channels	67
Edge device based efficient data collection in smart health monitoring system using wireless body area network	67

Subbands and cumulative sum of subbands based nonlinear features enhance the performance of epileptic seizure detection	67
Recognition of EEG based on Improved Black Widow Algorithm optimized SVM	67
Automated screening of COVID-19 using two-dimensional variational mode decomposition and locally linear embedding	66
Gaussian regressed generative adversarial network based hermitian extreme gradient boosting for plant leaf disease detection	66
Automatic detection of obstructive and restrictive lung disease from features extracted from ECG and ECG derived respiration signals	64
The oscillating pulse arrival time as a physiological explanation regarding the difference between ECG- and Photoplethysmogram-derived heart rate variability parameters	64
Identification of blood loss based on multiple physiological parameters	64
Statistical analysis on multi-factors of dynamic plantar pressure to normal subjects	64
Networked information interactions in schizophrenia magnetoencephalograms based on permutation transfer entropy	63
Multi-task parallel with feature sharing integrated 3D U-Nets for Glioma Segmentation	63
Weakly supervised object detection for automatic tooth-marked tongue recognition	62
Detection of auditory brainstem response peaks using image processing techniques in infants with normal hearing sensitivity	62
Clinical knowledge integrated multi-task learning network for breast tumor segmentation and pathological complete response prediction	62
Global Partition with Local Enhancement network for multitask learning of malignant melanoma	62
Research on the lateralization of brain functional complexity in mild cognitive impairment-Alzheimer’s disease progression based on multiscale lateralized brain entropy	62
Addressing intra-subject variability in electrocardiogram-based biometric systems through a hybrid architecture	62
Computer-aided diagnosis of spinal deformities based on keypoints detection in human back depth images	62
Holographic convolutional attention neural network for motor imagery decoding based on EEG temporal–spatial frequency features	62
Automatic aid diagnosis report generation for lumbar disc MR image based on lightweight artificial neural networks	60
Corrigendum to “An enhanced ResNet deep learning method for multimodal signal-based locomotion intention recognition” [Biomed. Signal Process. Control 101 (2025) 107254]	60
Automatic diagnosis of newly emerged heart failure from serial electrocardiography by repeated structuring & learning procedure	60
A CAD system design using iteratively reweighted fuzzy c-means and deep tree training for Alzheimer's disease diagnosis	60
Enhancing breast cancer histopathological image classification: The impact of stain normalization on multilevel feature extraction	60
ECG data compression using the formation of QRS-complex segment bank and integer DCT-based plateau region processing	59
ECG-based expert-knowledge attention network to tachyarrhythmia recognition	59
Combining the neural mass model and Hodgkin–Huxley formalism: Neuronal dynamics modelling	58
A deep learning self-attention cross residual network with Info-WGANGP for mitotic cell identification in HEp-2 medical microscopic images	58
Anterior cruciate ligament tear detection based on deep belief networks and improved honey badger algorithm	58
Alzheimer disease classification using optimal clustering based pre-trained SqueezeNet model	58
Advanced detection of cardiac arrhythmias using a three-stage CBD filter and a multi-scale approach in a combined deep learning model	58
Motor imagery EEG signal classification using image processing technique over GoogLeNet deep learning algorithm for controlling the robot manipulator	58
Personalized vital signs control based on continuous action-space reinforcement learning with supervised experience	57
A general framework for the assessment of scatter correction techniques in digital mammography	57
Multi-phase locking value: A generalized method for determining instantaneous multi-frequency phase coupling	57
EEG-based emotion classification Model: Combined model with improved score level fusion	57
Denoising of ECG signals using weighted stationary wavelet total variation	57
An intelligent heart disease prediction system using hybrid deep dense Aquila network	56
Integrating imaging and genetic data via wavelet transform-based CNN for Alzheimer ’s disease classification	56
Modelling and analysis of orthoses generated whole-body vertical vibrations impact on limb stability and compliant dynamics in a ramp gait	56
Knowledge distillation-based deep learning classification network for peripheral blood leukocytes	56
An imbalance-aware nuclei segmentation methodology for H&E stained histopathology images	56
Segmentation of patchy areas in biomedical images based on local edge density estimation	56
Heart rate prediction from facial video with masks using eye location and corrected by convolutional neural networks	55
CNAC-Seg: Effective segmentation for cervical nuclei in adherent cells and clusters via exploring gaps of receptive fields	55
Deep learning based automatic seizure prediction with EEG time-frequency representation	55
SRT: Improved transformer-based model for classification of 2D heartbeat images	55
An SSVEP-based BCI with LEDs visual stimuli using dynamic window CCA algorithm	54
RETRACTED: Deep learning network (DL-Net) based classification and segmentation of multi-class retinal diseases using OCT scans	54
Time–frequency domain machine learning for detection of epilepsy using wearable EEG sensor signals recorded during physical activities	54
Patch-based interpretable deep learning framework for Alzheimer’s disease diagnosis using multimodal data	54
Detection of Interictal epileptiform discharges with semi-supervised deep learning	53
Attention-guided residual W-Net for supervised cardiac magnetic resonance imaging segmentation	53
Brain tumor classification utilizing deep features derived from high-quality regions in MRI images	53
MFCC-based Recurrent Neural Network for automatic clinical depression recognition and assessment from speech	53
Pulse rate estimation from forehead photoplethysmograph signal using RLS adaptive filtering with dynamical reference signal	53
GMetaNet: Multi-scale ghost convolutional neural network with auxiliary MetaFormer decoding path for brain tumor segmentation	53
ECG denoising based on successive local filtering	53
CABMNet: An adaptive two-stage deep learning network for optimized spatial and temporal analysis in fall detection	53
Width-wise vessel bifurcation for improved retinal vessel segmentation	52
Online adaptive classification system for brain–computer interface based on error-related potentials and neurofeedback	52
Feature extraction for abnormality detection in capsule endoscopy images	52
Alzheimer’s disease classification using pre-trained deep networks	51
Performance evaluation of optimal ensemble learning approaches with PCA and LDA-based feature extraction for heart disease prediction	51
FeDNet: Feature Decoupled Network for polyp segmentation from endoscopy images	51
White blood cell automatic classification using deep learning and optimized quaternion hybrid moments	50
Auto-segmentation of pancreatic tumor in multi-modal image using transferred DSMask R-CNN network	50
Spatial and task attention network for treatment response prediction in locally advanced cervical cancer radiotherapy	50
DFENet: A dual-branch feature enhanced network integrating transformers and convolutional feature learning for multimodal medical image fusion	50
Comprehending the impact of deep learning algorithms on optimizing for recurring impediments associated with stress prediction using ECG data through statistical analysis	50
Modality encoded latent dataset for emotion recognition	50
Ensemble deep learning model for dimensionless respiratory airflow estimation using respiratory sound	50
An automatic tumour growth prediction based segmentation using full resolution convolutional network for brain tumour	50
EEG emotion recognition using attention-based convolutional transformer neural network	50
Solving the inverse problem based on UPEMD for electrocardiographic imaging	49
SPLAL: Similarity-based pseudo-labeling with alignment loss for semi-supervised medical image classification	49
FBN-TCN: Temporal convolutional neural network based on spatial domain fusion brain networks for affective brain–computer interfaces	49
LAMFFNet: Lightweight Adaptive Multi-layer Feature Fusion network for medical image segmentation	49
Efficient contact-based registration for minimally invasive anterior hip arthroplasty	49
A novel noninvasive method for dynamic cerebral autoregulation monitoring based on near-field coupling	49
Symmetric deformable image pairwise registration by optimizing neural fields network architectures for guaranteeing transformations consistency	49

TS-TWC: A time series representation learning framework based on Time-Wavelet contrasting	48
White-light endoscopic colorectal lesion detection based on improved YOLOv7	48
Dynamical system modelling to discriminate tissue types for bipolar electrosurgery	48
Learning contextual representations with copula function for medical image segmentation	48
Application of novel DIRF feature selection algorithm for automated brain disease detection	47
A time-frequency map generation network embedded with spectral self-attention for motor imagery classification	47
HCA-former: Hybrid Convolution Attention Transformer for 3D Medical Image Segmentation	47
Ensemble of ghost convolution block with nested transformer encoder for dense object recognition	47
Automatic epileptic seizure detection approach based on multi-stage Quantized Kernel Least Mean Square filters	47
MMIF-VAEFusion: An end-to-end multi-modal medical image fusion network using vector quantized variational auto-encoder	46
Analysis of the Clever Hans effect in COVID-19 detection using Chest X-Ray images and Bayesian Deep Learning	46
Exploring emotional experiences and dataset construction in the era of short videos based on physiological signals	46
ALIEN: Attention-guided cross-resolution collaborative network for 3D gastric cancer segmentation in CT images	46
An efficient classification of cirrhosis liver disease using hybrid convolutional neural network-capsule network	46
Time-resolved EEG signal analysis for motor imagery activity recognition	46
Anterior cruciate ligament tear detection using gated recurrent unit and flexible fitness dependent optimizer	46
Unsupervised metal artifacts reduction network for CT images based on efficient transformer	46
A novel method for removing Rician noise from MRI based on variational mode decomposition	45
A cognitive IoT-based framework for effective diagnosis of COVID-19 using multimodal data	45
A hybrid deep CNN-Cov-19-Res-Net Transfer learning architype for an enhanced Brain tumor Detection and Classification scheme in medical image processing	45
S3AR U-Net: A separable squeezed similarity attention-gated residual U-Net for glottis segmentation	45
A denoising performance comparison based on ECG Signal Decomposition and local means filtering	45
Automatic detection of Alzheimer’s disease from EEG signals using low-complexity orthogonal wavelet filter banks	44
Analysis of atypical prosodic patterns in the speech of people with Down syndrome	44
Analysis of time series of surface electromyography and accelerometry in dogs	44
Sleep staging using semi-unsupervised clustering of EEG: Application to REM sleep behavior disorder	44
Considering the effect of correlation between the channels in multivariate detectors for evoked responses in the electroencephalogram	44
Improving intrusion detection in cloud-based healthcare using neural network	44
Real-time continuous EOG-based gaze angle estimation with baseline drift compensation under non-stationary head conditions	44
COVID-19 disease detection using attention based Bi-Directional capsule network model	44
DLT-Embryo: A Dual-branch Local feature fusion enhanced Transformer for Embryo multi-stage classification	44
Sinusoidal model-based diagnosis of the common cold from the speech signal	44
Research on emotion recognition of bimodal bioelectrical features based on D-S evidence theory	44
MAFNet: A deep multi-scale attentive fusion network for virtual osteotomy of maxillofacial bones in CT images containing metal artifacts	44
Signal-to-noise ratio is more important than sampling rate in beat-to-beat interval estimation from optical sensors	44
An optimized bidirectional vision transformer based colorectal cancer detection using histopathological images	44
Automatic 2D/3D spine registration based on two-step transformer with semantic attention and adaptive multi-dimensional loss function	43
Time-reassigned adaptive fourier synchrosqueezing transform with globally optimal window length	43
Edge-guided and hierarchical aggregation network for robust medical image segmentation	43
An automatic method for microscopic diagnosis of diseases based on URCNN	43
Broad learning solution for rapid diagnosis of COVID-19	43
Usefulness of blinking duration variability (BDV) in discriminating emotional states	43
Corrigendum to “Multimodal coupling and HRV assessment characterize autonomic functional changes in congestive heart failure patients with sinus rhythm or severe arrhythmia” [Biomed Signal Process. Co	43
Left atrial overload detection in ECG using frequency domain features with machine learning and deep learning algorithms	42
Feasibility assessment of transfer functions describing biomechanics of the human lower limb during the gait cycle	42
Estimating muscle force based on a neuromuscular decoding approach adaptive to fatigue conditions	42
A novel analytical method to measure intra-individual variability of steady-state evoked potentials; new insights into attention deficit	42
Elevated correlations in cardiac–neural dynamics: An impact of mantra meditation on stress alleviation	42
Audio-video database from subacute stroke patients for dysarthric speech intelligence assessment and preliminary analysis	42
A CAD system design for Alzheimer's disease diagnosis using temporally consistent clustering and hybrid deep learning models	42
A blood pressure estimation approach based on single-channel photoplethysmography differential features	42
Study on multidimensional emotion recognition fusing dynamic brain network features in EEG signals	42
A fully automatic model for premature ventricular heartbeat arrhythmia classification using the Internet of Medical Things	42
Deep-learning based triple-stage framework for MRI-CT cross-modality gross tumor volume (GTV) segmentation for rectal cancer neoadjuvant radiotherapy	42
MRP-Net: Seizure detection method based on modified recurrence plot and additive attention convolution neural network	42
ViT transfer learning for fMRI (VTFF): A highway to achieve superior performance for multi-classification of cognitive decline	42
Towards an efficient system for hyperthermia treatment of breast tumors	42
Data augmentation and hierarchical classification to support the diagnosis of neuropathies based on time series analysis	42
Convolutional neural network-based fast seizure detection from video electroencephalograms	41
Self-supervised inter–intra period-aware ECG representation learning for detecting atrial fibrillation	41
Diffusion based comprehensive approach for highly contaminated electrocardiogram segmentation	41
Small-world properties of eye-movement time series assisted in identifying children at high risk for dyslexia	41
Identification the immune related marker genes and transcription-factor network in ruptured cerebral aneurysms using bioinformatics analysis and machine-learning strategies	41
Short-term paroxysmal atrial fibrillation detection with intra- and inter-patient paradigm based on R-R intervals	41
SEER-net: Simple EEG-based Recognition network	41
FCS-TPNet: Fusion of fNIRS chromophore signals to construct temporal-spatial graph representation for topological networks	41
Dual attention-guided and learnable spatial transformation data augmentation multi-modal unsupervised medical image segmentation	41
Challenges and artificial intelligence solutions for clinically optimal hepatic venous vessel segmentation	41
A coarse-to-fine full attention guided capsule network for medical image segmentation	41
Single-channel surface electromyography signal classification with variational mode decomposition and entropy feature for lower limb movements recognition	41
Cross Pyramid Transformer makes U-net stronger in medical image segmentation	40
Adjacent slices feature transformer network for single anisotropic 3D brain MRI image super-resolution	40
Decoding SSVEP patterns from EEG via multivariate variational mode decomposition-informed canonical correlation analysis	40
CSNet: A deep learning approach for ECG compressed sensing	40
Supervised categorized principal component analysis for imagined speech classification via applying singular value decomposition on a symmetry matrix	40
Electromyographic hand gesture recognition using convolutional neural network with multi-attention	40
A synergistic framework for histopathologic cancer detection using Epicurve Search –PSB model with surrosec Optimizer	40
A dual-purpose deep learning model for auscultated lung and tracheal sound analysis based on mixed set training	40
Double closed-loop feedback control strategy for enhanced external counterpulsation to regulate hemodynamic response of human common carotid artery	40
Cardiovascular MRI image analysis by using the bio inspired (sand piper optimized) fully deep convolutional network (Bio-FDCN) architecture for an automated detection of cardiac disorders	40
Motor imagery EEG task recognition using a nonlinear Granger causality feature extraction and an improved Salp swarm feature selection	40
Remote photoplethysmography for heart rate measurement: A review	40
COVID-19 chest X-ray detection through blending ensemble of CNN snapshots	40
Designing controllers for hand tremor suppression using model simplification	40
Detection of sperm cells by single-stage and two-stage deep object detectors	40
Localization of brain signals by alternating projection	40
GDF-Net: A multi-task symmetrical network for retinal vessel segmentation	39
Improved detection and analysis of Macular Edema using modified guided image filtering with modified level set spatial fuzzy clustering on Optical Coherence Tomography images	39
Channel-annotated deep learning for enhanced interpretability in EEG-based seizure detection	39
MIF-BTF-MRN: Medical image fusion based on the bilateral texture filter and transfer learning with the ResNet-101 network	39
Schizophrenia recognition based on the phase space dynamic of EEG signals and graphical features	39
Bounding boxes for weakly-supervised breast cancer segmentation in DCE-MRI	39
Arrhythmogenic sites identification in post-ischemic ventricular tachycardia electrophysiological studies by explainable deep learning	39
Enhancing spatial auditory attention decoding with wavelet-based prototype training	39
Dynamic personalized human body energy expenditure: Prediction using time series forecasting LSTM models	39