Biomedical Signal Processing and Control

Article	Citations
Investigating the effects of phantom sensation on gait autocorrelation in transtibial amputees using signal processing techniques: A multidisciplinary analysis	372
Networked information interactions in schizophrenia magnetoencephalograms based on permutation transfer entropy	372
Modality encoded latent dataset for emotion recognition	222
A switched-gain nonlinear observer for estimation of thoracoabdominal displacements and detection of asynchrony	185
Automatic diagnosis of newly emerged heart failure from serial electrocardiography by repeated structuring & learning procedure	168
Efficient ROI-based compression of mammography images	163
Modelling and analysis of orthoses generated whole-body vertical vibrations impact on limb stability and compliant dynamics in a ramp gait	161
Phase-constrained reconstruction method with compressed sensing for multi-parametric quantitative magnetic resonance imaging	157
A deep learning self-attention cross residual network with Info-WGANGP for mitotic cell identification in HEp-2 medical microscopic images	152
Automated screening of COVID-19 using two-dimensional variational mode decomposition and locally linear embedding	151
Convenient prediction of TcPO2 level using machine learning techniques with the PPG signal’s characteristic features	149
DeepSyncNet:Deep synchronized fusion network for EEG-fNIRS multimodal brain-computer interfaces	149
A sparse representation-based hearing aid system using compressed acquisition and hybrid dictionaries	147
Constrained optimal control drug scheduling models with different toxicity metabolism in cancer chemotherapy	146
Deep-stratification of the cardiovascular risk by ultrasound carotid artery images	145
EEG-based emotion classification Model: Combined model with improved score level fusion	134
FDFuse: PET/CT image fusion via high-low frequency decomposition	134
Multi-source domain separation adversarial domain adaptation for EEG emotion recognition	128
Automatic control of mean arterial pressure based on a baroreflex-feedback cardiovascular model	128
Compressed ECG sensing based heart rate asymmetry analysis for energy-constrained fast health monitoring	124
SCNet: A spatial feature fused convolutional network for multi-channel EEG pathology detection	120
Comparative analysis of predictive factors for variant pathogenicity in epilepsy research: A study based on the predictive gene-specific random forest (GRF) model	114
Hemoperitoneum detection on non-contrast CT: Radiomics-driven explainable ML	114
SCANet: automated Cobb angle measurement using deep learning model in X-ray images for adolescent idiopathic scoliosis patients	113
A general framework for the assessment of scatter correction techniques in digital mammography	112

Automatic aid diagnosis report generation for lumbar disc MR image based on lightweight artificial neural networks	110
Corrigendum to “An enhanced ResNet deep learning method for multimodal signal-based locomotion intention recognition” [Biomed. Signal Process. Control 101 (2025) 107254]	109
Computer-aided diagnosis of spinal deformities based on keypoints detection in human back depth images	107
Securing electronic health records using blockchain-based bi-layer algorithm with bit swapping codon encryption	106
CNAC-Seg: Effective segmentation for cervical nuclei in adherent cells and clusters via exploring gaps of receptive fields	105
Analysis of EEG signals using deep learning to highlight effects of vibration-based therapy on brain	105
Enhancing subject-independent SSVEP-BCIs via joint style characteristic and content representation augmentation	104
A self-attention-driven deep denoiser model for real time lung sound denoising in noisy environments	104
Depth-wise fusion convolutional scaling network for vessel segmentation	104
Analyzing the effect of postural change on heart rate variability using multi-distance sample entropy (MDSE)	104
Interpretable spatio-temporal graph learning for resting-state functional MRI based classification of Chronic Insomnia Disorder	103
Abdominal multi-organ lesion recognition via organ-specific feature perception and regionally enhanced feature learning	103
Cross-subject seizure detection with isochronous time–frequency gated attention and incremental graph bias	103
Component-wise score diffusion model with momentum-accelerated updates for low-dose CT reconstruction	99
Active source-free domain adaptation for intracranial EEG classification via neighborhood uncertainty and diversity	97
Screening diabetic retinopathy and exudates in retinal images using dual functional convolutional neural networks	97
An intelligent heart disease prediction system using hybrid deep dense Aquila network	96
Global Partition with Local Enhancement network for multitask learning of malignant melanoma	96
Weakly supervised object detection for automatic tooth-marked tongue recognition	94
Multi-Modality physiological signal analysis for driver cognitive distraction detection using Spectral Domain Reconstruction Graph Neural Network	93
Heuristically Improvised rice disease classification framework based on adaptive segmentation with the fusion of LSTM layer into Multi-Scale Residual attention Network	93
Knowledge-aware Attentional Neural Network based healthcare big data analytics optimized with Weighted Velocity-Guided Grey Wolf Optimization Algorithm	93
Detecting isocitrate dehydrogenase mutation status in grade IV gliomas using stochastic differential equations	93
PC-Autonet: A novel approach for denoising of magnetic Resonance imaging for prostate cancer detection	92
A meta-heuristic optimization aided automatic technique for lung nodule segmentation and classification using adaptive deep learning mechanism	91
Reference-based DWI super-resolution network using dual split factor attention and progressive feature matching	91
Impact of auditory attention decoding accuracy on noise reduction systems for hearing aids	90
Restoration of missing or low-quality 12-lead ECG signals using ensemble deep-learning model with optimal combination	90
Analyzing subcortical structures in Alzheimer's disease using ensemble learning	89
Identification of blood loss based on multiple physiological parameters	89
Denta-HybridoNet: a hybrid CNN-transformer architecture for automated detection of developmental dental anomalies in pediatric panoramic radiographs	88
Enhancing detection of mild cognitive impairment and epilepsy using EEG-EGG integration via differential distribution analysis	87
Integrated TSVM-TSK fusion for enhanced EEG-based epileptic seizure detection: Robust classifier with competitive learning	87
General probability distribution model for wireless body sensors in the medical monitoring system	86
Reproducibility analysis of functional connectivity measures for application in motor imagery BCIs	86
Adaptive temporal convolutional network with multi-head EMA-gated attention for continuous radar-based human activity recognition	86
ECG data compression using the formation of QRS-complex segment bank and integer DCT-based plateau region processing	85
Segmentation of patchy areas in biomedical images based on local edge density estimation	84
GAN-based super-resolution for confocal superficial eyelid imaging: Real-time, domain generalization, and noise robustness	84
Detection of auditory brainstem response peaks using image processing techniques in infants with normal hearing sensitivity	84
TSAA-Net: Triple-semantic-aware attention network for colorectal cancer grading from histology images	84
Design and performance evaluation method of wearable hip joint power-assisted exoskeleton	84
MultiScaleSegNet: A novel framework for multi-modal brain tumor segmentation	83
DiverseCER-Net: A compound emotion recognition framework based on residual Anti-Aliasing Attention network and diverse data augmentation	83
A Fine-tuning Multimodal Large Language Model for Endoscopic Report Generation	83
SDLU-Net: A similarity-based dynamic linking network for the automated segmentation of abdominal aorta aneurysms and branching vessels	82
Addressing intra-subject variability in electrocardiogram-based biometric systems through a hybrid architecture	81
Feature-enhanced multi-sequence MRI-based fusion mechanism for breast tumor segmentation	81
Alignment-free bacterial pathogen identification using vision transformer and image augmentation techniques in high-resolution microscopy	81
HCMUNet: A hybrid CNN and Mamba network for medical ultrasound image segmentation	81

A U-shaped network with multi-branch convolutions and Mamba integration for pulmonary nodule segmentation	81
Polyp segmentation for colonoscopy images via Hierarchical Interworking Decoding	81
GADM: Data augmentation using Generative Adversarial Diffusion Model for pulse-based disease identification	80
An automated assessment framework for evaluating multiple sclerosis lesions using interpolation and gap-filling voxelization in 2D MRI	80
A Partitioned Multi-scale Spatiotemporal Convolutional Neural Network based on a neural connectivity decoupler for motor imagery-EEG decoding	80
Early detection of pressure injuries via infrared thermography and ConvNeXt	79
Classification of myopic maculopathy based on knowledge distillation and self-supervised learning	79
Lesion-specific exposure parameters for breast cancer diagnosis on digital breast tomosynthesis and full-field digital mammography	78
Dynamic regulation of brain network and muscle activity in upper limb force generation among older adults: A temporal dynamic graph Fourier transform approach	78
OtoSTVT: a diagnostic-driven frame selection method for otoscopy videos using spatio-temporal transformers	77
CD-AHF: A causal-driven adaptive hierarchical fusion framework for multimodal cancer prognosis	76
FastSCVM: A lightweight hybrid Mamba–convolution network for efficient glaucoma image segmentation	76
Molecular subtype classification of breast cancer in digital breast tomosynthesis using the cross-window Transformer	76
Alzheimer disease classification using optimal clustering based pre-trained SqueezeNet model	74
MSRRA-NAF: Multi-Scale Relative Resolution Attention-Guided X-ray 3D Reconstruction via Neural Attenuation Field	73
A self-supervised representation-transfer multimodal learning for automated diagnosis of Developmental Dysplasia of the Hip	73
A temporal fusion light-transformer network for heart rate estimation	73
Jump motion intention recognition and brain activity analysis based on EEG signals and Vision Transformer model	73
Sleep position classification with a compact pressure textile sensor mattress using convolutional neural networks	72
Interpretable Coronary Heart Disease Syndrome Differentiation and Identification Based on Pulse Signal	71
Walking the energy lines: Physics-inspired fuzzy self-ensembling for medical image classification	71
Heterogeneous soft tissue deformation model based on cellular neural networks: Application in pulmonary hamartomas surgery	71
Coordinate attention based multi-branch absolute transformer for liver tumor classification using CT images	71
Research on the lateralization of brain functional complexity in mild cognitive impairment-Alzheimer’s disease progression based on multiscale lateralized brain entropy	71
Modality-level cross-connection and attentional feature fusion based deep neural network for multi-modal brain tumor segmentation	71
Editorial Board	71
Automatic detection of Alzheimer’s disease from EEG signals using hybrid PSO-GWO algorithm	71
TwoM: A model for joint time–frequency representation and spatial filtering for EEG-based depression recognition	70
Reproducible and generalizable speech emotion recognition via an Intelligent Fusion Network	70
GMetaNet: Multi-scale ghost convolutional neural network with auxiliary MetaFormer decoding path for brain tumor segmentation	69
Parametric Bi-invariant Learning for Improved Precision in 2D/3D Image Registration	68
Attention-guided residual W-Net for supervised cardiac magnetic resonance imaging segmentation	68
A CAD system design using iteratively reweighted fuzzy c-means and deep tree training for Alzheimer's disease diagnosis	68
Decomposing photoplethysmogram waveforms into systolic and diastolic waves, with application to hyperbaric environments	67
Neurological insights into personality and emotional intelligence: Analysing EEG spectral bands through machine learning models	67
Auto-segmentation of pancreatic tumor in multi-modal image using transferred DSMask R-CNN network	67
Online adaptive classification system for brain–computer interface based on error-related potentials and neurofeedback	67
EEG-based visual stimuli classification via reusable LSTM	66
Integrating imaging and genetic data via wavelet transform-based CNN for Alzheimer ’s disease classification	66
Computer-aided diagnosis system for cardiac disorders using variational mode decomposition and novel cepstral quinary patterns	66
Assessment of blood flow parameters in a hybrid-digital model of the cardiovascular system applying recurrent neural networks	66
Multi-task parallel with feature sharing integrated 3D U-Nets for Glioma Segmentation	66
Improved LSTM-Squeeze Net Architecture for brain activity detection using EEG with improved feature set	66
Parkinson’s disease detection from voice signals using adaptive frequency attribute topology	65
NeuroTrust-SCZ: Cloud-Enabled Neuro-Symbolic deep ensemble for explainable schizophrenia detection with smart IoT EEG devices	65
Recognition of EEG based on Improved Black Widow Algorithm optimized SVM	65
The oscillating pulse arrival time as a physiological explanation regarding the difference between ECG- and Photoplethysmogram-derived heart rate variability parameters	65
Deep learning framework integrating 18F-FDG PET/CT and clinical data for early prediction of chemotherapy response in advanced breast cancer	65
Performance evaluation of optimal ensemble learning approaches with PCA and LDA-based feature extraction for heart disease prediction	64
A triple-shallow CNN with genetic algorithm channel selection method for classifying EEG complex limb movements	64
SAM2-PolypNet: SAM2 with adaptive context enhancement model for polyp segmentation	64
EGDN-KL: Dynamic graph–deviation network for EEG anomaly detection	63
Anterior cruciate ligament tear detection based on deep belief networks and improved honey badger algorithm	63
Information transfer rate in BCIs: Towards tightly integrated symbiosis	63
Deep learning advancements for cardiovascular diseases (CVDs) diagnosis: Imaging modalities, challenges, and future perspectives	63
Corrigendum to “Unified approach for accurate brain tumor Multi-Classification and segmentation through fusion of advanced methodologies”. [Biomed. Signal Process. Contr. 100, Part A (2025) 106872. Do	63
A novel blockchain-federated learning framework with quantum neural networks and wavelet transforms for secure IoT healthcare monitoring	63
A computer-assisted medical diagnosis system for cancer diseases based on quaternion orthogonal Rademacher-Fourier moments and deep learning	63
An end-to-end model for ECG signals classification based on residual attention network	62
A hybrid deep learning approach using XceptionNet and vision transformer for accurate chest disease detection from X-ray images	62
CABMNet: An adaptive two-stage deep learning network for optimized spatial and temporal analysis in fall detection	62
A nasal cytology dataset for object detection and deep learning	62
Clinical knowledge integrated multi-task learning network for breast tumor segmentation and pathological complete response prediction	62
Continuous non-invasive arterial blood pressure monitoring with photoplethysmography via SE-MSResUNet network	62
MFSleepNet: A multi-receptive field sleep networks for sleep stage classification	62
Combining the neural mass model and Hodgkin–Huxley formalism: Neuronal dynamics modelling	62
Diagnosis of Parkinson’s disease using higher order statistical analysis of alpha and beta rhythms	61
Deep learning based automatic seizure prediction with EEG time-frequency representation	61
Patch-based interpretable deep learning framework for Alzheimer’s disease diagnosis using multimodal data	61
DFENet: A dual-branch feature enhanced network integrating transformers and convolutional feature learning for multimodal medical image fusion	61
Region-guided preprocessing and U-Net variants for improved panoramic dental radiograph segmentation	60
DCentNet: Decentralized multistage biomedical signal classification using early exits	60
EF-YOLO: Event fusion-based YOLO framework for accurate zebrafish quantification	60
A lightweight variable-channel deep self-attention model for depression classification based on raw EEG signals	60
Brain tumor classification utilizing deep features derived from high-quality regions in MRI images	59
Spectral separation of evoked and spontaneous cortical activity, Part 1: Delta to high gamma band	59
Detection of Interictal epileptiform discharges with semi-supervised deep learning	59
SRT: Improved transformer-based model for classification of 2D heartbeat images	59
Spatial and task attention network for treatment response prediction in locally advanced cervical cancer radiotherapy	59
SSMDA: Semi-supervised multi-source domain adaptive autism prediction model using neuroimaging	59

Multi kernel cross sparse graph attention convolutional neural network for brain magnetic resonance imaging super-resolution	58
An imbalance-aware nuclei segmentation methodology for H&E stained histopathology images	58
MSRT-DETR: A novel RT-DETR model with multi-scale feature sequence for cell detection	58
Time–frequency domain machine learning for detection of epilepsy using wearable EEG sensor signals recorded during physical activities	58
A frequency-attentive spatio-temporal convolutional neural network with weighted feature fusion for EEG-based driver fatigue detection	58
Application of nonlinear properties of acoustic signals for diagnosing knee joint damage	58
Holographic convolutional attention neural network for motor imagery decoding based on EEG temporal–spatial frequency features	58
Single-lead ECG recordings modeling for end-to-end recognition of atrial fibrillation with dual-path RNN	58
White blood cell automatic classification using deep learning and optimized quaternion hybrid moments	57
GFRATCMDA: Predicting human microbe–disease associations based on factorized random attention network and feature contrastive coding	57
Implementation of decision tree and Mamdani fuzzy inference system for Erythropoietin resistance prediction	57
Effectiveness of changing stimulus frequency and intensity of sound for evaluating hearing by monitoring pupil responses	57
Development of deep learning “DTONet” for accurate detection of tumor organoids	57
Fluorescence-based tumor tracking for real-time photodynamic therapy monitoring	57
LAST-CBPM: photoplethysmography-based quasi-continuous blood pressure monitoring algorithm	57
Multicentric prototype and pseudo-labeling based source-free domain adaptation for Alzheimer’s disease classification	56
A fusion model of multimodal data based on cooperative attention for diagnosing occupational pneumoconiosis	56
Statistical analysis on multi-factors of dynamic plantar pressure to normal subjects	56
A simple self-supervised ECG representation learning method via manipulated temporal–spatial reverse detection	56
SwinEff-AttentionNet: a dual hybrid model for breast image segmentation and classification using multiple ultrasound modality	56
TranSEFusionNet: Deep fusion network for colorectal polyp segmentation	56
Structural consistency alignment U-Net for breast tumors ultrasound segmentation	55
Gaussian regressed generative adversarial network based hermitian extreme gradient boosting for plant leaf disease detection	55
Cataract detection and visualization based on multi-scale deep features by RINet tuned with cyclic learning rate hyperparameter	55
Performance enhancement of visual transformer models via dual-module collaboration for skin tumor classification	54
Advanced detection of cardiac arrhythmias using a three-stage CBD filter and a multi-scale approach in a combined deep learning model	54
EEG emotion recognition using attention-based convolutional transformer neural network	54
FeDNet: Feature Decoupled Network for polyp segmentation from endoscopy images	54
RETRACTED: Deep learning network (DL-Net) based classification and segmentation of multi-class retinal diseases using OCT scans	54
Convolutional neural network-based fast seizure detection from video electroencephalograms	53
ARM-Net: Attention-guided residual multiscale CNN for multiclass brain tumor classification using MR images	53
Effects of number of maxima and electrical dynamic range on speech-in-noise perception with an “n-of-m” cochlear-implant strategy	53
A novel approach to biomechanical modeling: CT image weight initialization and Physics Informed Neural Networks	53
MMUNet: Morphological feature enhancement network for colon cancer segmentation in pathological images	53
HBTF-Net: A hierarchical Bayesian multi-task fusion network for joint classification and segmentation of cervical cells	53
Enhancing breast cancer histopathological image classification: The impact of stain normalization on multilevel feature extraction	53
A deep learning method for contactless emotion recognition from ballistocardiogram	53
An optimized bidirectional vision transformer based colorectal cancer detection using histopathological images	52
Efficient contact-based registration for minimally invasive anterior hip arthroplasty	52
BrainWaveDecoder: From raw EEG to SSVEP-BCI target selection via end-to-end deep learning	52
FedMCF-xLSTM: Federated contrastive xLSTM for multimodal multi-label ECG classification	52
Efficient multi-class motor imagery EEG classification with cosine convolution and channel-group spatial feature extraction	52
Coronary artery vessel segmentation with intentional semi-supervised learning	52
Assessment of the impact of rapid freezing on the microscale elasticity of human breast tissue using quantitative micro-elastography	52
Identification the immune related marker genes and transcription-factor network in ruptured cerebral aneurysms using bioinformatics analysis and machine-learning strategies	52
Adaptive fuzzy identity-based cryptography for real time medical image security	52
Time-reassigned adaptive fourier synchrosqueezing transform with globally optimal window length	52
Efficient semi-supervised hierarchical training for segmenting choroidal vessels and other structures on OCT images of multiple sclerosis patients	52
Enhancing spatial auditory attention decoding with wavelet-based prototype training	51
Enhancing multiple sclerosis diagnosis and prognosis through a dual Patch-Wise CNN architecture	51
Broad learning solution for rapid diagnosis of COVID-19	51
GDF-Net: A multi-task symmetrical network for retinal vessel segmentation	51
GLSNet: A Global Guided Local Feature Stepwise Aggregation Network for polyp segmentation	51
Predicting dental implant failure risk from panoramic radiographs using deep learning	51
Short-term paroxysmal atrial fibrillation detection with intra- and inter-patient paradigm based on R-R intervals	51
A prognosis-centric evaluation model for wearable sensor inputs in digital health intelligence	51
Arrhythmogenic sites identification in post-ischemic ventricular tachycardia electrophysiological studies by explainable deep learning	51
A Novel Personal Best- Control Binary Particle Swarm Optimization (NPbest-BPSO) based electromyography (EMG) signal feature selection and classification	50
Designing controllers for hand tremor suppression using model simplification	50
Dynamic personalized human body energy expenditure: Prediction using time series forecasting LSTM models	50
MAFNet: A deep multi-scale attentive fusion network for virtual osteotomy of maxillofacial bones in CT images containing metal artifacts	50
LDR-TransUNet: a transformer-based u-net architecture with learnable dilation rate modules for endoscopic low-light image enhancement	50
ALIEN: Attention-guided cross-resolution collaborative network for 3D gastric cancer segmentation in CT images	50
Study on multidimensional emotion recognition fusing dynamic brain network features in EEG signals	50
Improved detection and analysis of Macular Edema using modified guided image filtering with modified level set spatial fuzzy clustering on Optical Coherence Tomography images	50
FBN-TCN: Temporal convolutional neural network based on spatial domain fusion brain networks for affective brain–computer interfaces	50
MMIF-VAEFusion: An end-to-end multi-modal medical image fusion network using vector quantized variational auto-encoder	50
Real-time continuous EOG-based gaze angle estimation with baseline drift compensation under non-stationary head conditions	49
Edge computing for diabetic early disease prediction based on optimized ensemble boosting Fuzzified neural network using recursive support vector feature selection	49
DFU-FuzzyLiteUNet: A lightweight u-net with Fuzzy sigmoid and lite transformer for diabetic foot ulcer segmentation	49
Localization of brain signals by alternating projection	49
Dynamical system modelling to discriminate tissue types for bipolar electrosurgery	49
An innovative transfer learning-polyp detection from wireless capsule endoscopy videos with optimal key frame selection and depth estimation	49
Learning contextual representations with copula function for medical image segmentation	49
An automatic method for microscopic diagnosis of diseases based on URCNN	48
Self-supervised inter–intra period-aware ECG representation learning for detecting atrial fibrillation	48
Refined myocardium segmentation from CT using a Hybrid-Fusion transformer	48
Small-world properties of eye-movement time series assisted in identifying children at high risk for dyslexia	48
A tandem white shark algorithm approach for optimizing drug–disease and drug–drug interactions in multimorbidity and polypharmacy	48
Deep-learning based triple-stage framework for MRI-CT cross-modality gross tumor volume (GTV) segmentation for rectal cancer neoadjuvant radiotherapy	48
EOG Artifacts Suppression From single channel EEG Signals by VME-GMETV model	48
When more is not better: Predicting human emotional states with brain and bodily biosensors	48
LAMFFNet: Lightweight Adaptive Multi-layer Feature Fusion network for medical image segmentation	48
Population information exchange differential evolution with CMAES for multi-threshold segmentation of breast cancer pathologic images	48
Ensemble of ghost convolution block with nested transformer encoder for dense object recognition	47
Dual Branch Network Based on Multi-Directional Feature Cross Fusion for Carotid Plaque and Vessel Co-Segmentation	47
Classification of intracranial hemorrhage CT images based on texture analysis using ensemble-based machine learning algorithms: A comparative study	47
Robust context-aware medical images segmentation using multi-scale convolutions and adaptive feature fusion	47
Integrating biophysical dynamics with a data-driven method for blood pressure (BP) estimation using photoplethysmography (PPG)	47
Recursive sample weighted – N-way partial least squares for brain-computer interface decoder online learning with class imbalance	47
APP-Net: A physics-constrained joint prior-guided network for CBCT metal artifact reduction	46
A fully automatic model for premature ventricular heartbeat arrhythmia classification using the Internet of Medical Things	46
Whole slide image redundancy reduction for efficient pathological diagnosis	46
MAHFNet: A Multi-Attention hierarchical fusion network for ultrasound image segmentation	46
Enhancing Res2Net with cross-scale feature association and attention optimization for speaker recognition	46