Biomedical Signal Processing and Control

Article	Citations
Networked information interactions in schizophrenia magnetoencephalograms based on permutation transfer entropy	345
Investigating the effects of phantom sensation on gait autocorrelation in transtibial amputees using signal processing techniques: A multidisciplinary analysis	332
Detection of Interictal epileptiform discharges with semi-supervised deep learning	215
An imbalance-aware nuclei segmentation methodology for H&E stained histopathology images	185
Modality encoded latent dataset for emotion recognition	156
Heterogeneous soft tissue deformation model based on cellular neural networks: Application in pulmonary hamartomas surgery	155
A switched-gain nonlinear observer for estimation of thoracoabdominal displacements and detection of asynchrony	154
Automatic diagnosis of newly emerged heart failure from serial electrocardiography by repeated structuring & learning procedure	148
Efficient ROI-based compression of mammography images	145
Modelling and analysis of orthoses generated whole-body vertical vibrations impact on limb stability and compliant dynamics in a ramp gait	143
Phase-constrained reconstruction method with compressed sensing for multi-parametric quantitative magnetic resonance imaging	143
A deep learning self-attention cross residual network with Info-WGANGP for mitotic cell identification in HEp-2 medical microscopic images	139
Automated screening of COVID-19 using two-dimensional variational mode decomposition and locally linear embedding	137
Attention-guided residual W-Net for supervised cardiac magnetic resonance imaging segmentation	136
Convenient prediction of TcPO2 level using machine learning techniques with the PPG signal’s characteristic features	127
Domain-specific trained model to auto grade AV Nicking severity level	125
DeepSyncNet:Deep synchronized fusion network for EEG-fNIRS multimodal brain-computer interfaces	122
A frequency-attentive spatio-temporal convolutional neural network with weighted feature fusion for EEG-based driver fatigue detection	121
A sparse representation-based hearing aid system using compressed acquisition and hybrid dictionaries	117
HBTF-Net: A hierarchical Bayesian multi-task fusion network for joint classification and segmentation of cervical cells	117
Constrained optimal control drug scheduling models with different toxicity metabolism in cancer chemotherapy	111
Deep-stratification of the cardiovascular risk by ultrasound carotid artery images	110
Statistical analysis on multi-factors of dynamic plantar pressure to normal subjects	109
RETRACTED: Deep learning network (DL-Net) based classification and segmentation of multi-class retinal diseases using OCT scans	106
FDFuse: PET/CT image fusion via high-low frequency decomposition	106

EEG-based emotion classification Model: Combined model with improved score level fusion	105
A simple self-supervised ECG representation learning method via manipulated temporal–spatial reverse detection	103
DCentNet: Decentralized multistage biomedical signal classification using early exits	103
Reproducible and generalizable speech emotion recognition via an Intelligent Fusion Network	101
Automatic control of mean arterial pressure based on a baroreflex-feedback cardiovascular model	100
Multi-source domain separation adversarial domain adaptation for EEG emotion recognition	98
A CAD system design using iteratively reweighted fuzzy c-means and deep tree training for Alzheimer's disease diagnosis	97
Compressed ECG sensing based heart rate asymmetry analysis for energy-constrained fast health monitoring	97
SCNet: A spatial feature fused convolutional network for multi-channel EEG pathology detection	96
A triple-shallow CNN with genetic algorithm channel selection method for classifying EEG complex limb movements	96
Multi kernel cross sparse graph attention convolutional neural network for brain magnetic resonance imaging super-resolution	94
Spectral separation of evoked and spontaneous cortical activity, Part 1: Delta to high gamma band	93
Comparative analysis of predictive factors for variant pathogenicity in epilepsy research: A study based on the predictive gene-specific random forest (GRF) model	92
Hemoperitoneum detection on non-contrast CT: Radiomics-driven explainable ML	92
SCANet: automated Cobb angle measurement using deep learning model in X-ray images for adolescent idiopathic scoliosis patients	91
A nasal cytology dataset for object detection and deep learning	91
A general framework for the assessment of scatter correction techniques in digital mammography	90
Automatic aid diagnosis report generation for lumbar disc MR image based on lightweight artificial neural networks	90
Corrigendum to “An enhanced ResNet deep learning method for multimodal signal-based locomotion intention recognition” [Biomed. Signal Process. Control 101 (2025) 107254]	89
Computer-aided diagnosis of spinal deformities based on keypoints detection in human back depth images	89
White blood cell automatic classification using deep learning and optimized quaternion hybrid moments	89
Securing electronic health records using blockchain-based bi-layer algorithm with bit swapping codon encryption	88
Advanced detection of cardiac arrhythmias using a three-stage CBD filter and a multi-scale approach in a combined deep learning model	87
Analysis of EEG signals using deep learning to highlight effects of vibration-based therapy on brain	87
Analyzing the effect of postural change on heart rate variability using multi-distance sample entropy (MDSE)	86
CNAC-Seg: Effective segmentation for cervical nuclei in adherent cells and clusters via exploring gaps of receptive fields	86
A self-attention-driven deep denoiser model for real time lung sound denoising in noisy environments	86
Depth-wise fusion convolutional scaling network for vessel segmentation	85
GMetaNet: Multi-scale ghost convolutional neural network with auxiliary MetaFormer decoding path for brain tumor segmentation	85
Enhancing subject-independent SSVEP-BCIs via joint style characteristic and content representation augmentation	85
Cross-subject seizure detection with isochronous time–frequency gated attention and incremental graph bias	84
EGDN-KL: Dynamic graph–deviation network for EEG anomaly detection	84
Abdominal multi-organ lesion recognition via organ-specific feature perception and regionally enhanced feature learning	83
Interpretable spatio-temporal graph learning for resting-state functional MRI based classification of Chronic Insomnia Disorder	83
Component-wise score diffusion model with momentum-accelerated updates for low-dose CT reconstruction	83
Active source-free domain adaptation for intracranial EEG classification via neighborhood uncertainty and diversity	82
A novel blockchain-federated learning framework with quantum neural networks and wavelet transforms for secure IoT healthcare monitoring	82
Computer-aided diagnosis system for cardiac disorders using variational mode decomposition and novel cepstral quinary patterns	81
MFSleepNet: A multi-receptive field sleep networks for sleep stage classification	81
Screening diabetic retinopathy and exudates in retinal images using dual functional convolutional neural networks	80
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	80
MMUNet: Morphological feature enhancement network for colon cancer segmentation in pathological images	79
Global Partition with Local Enhancement network for multitask learning of malignant melanoma	79
Automatic detection of Alzheimer’s disease from EEG signals using hybrid PSO-GWO algorithm	79
Continuous non-invasive arterial blood pressure monitoring with photoplethysmography via SE-MSResUNet network	79
A deep learning method for contactless emotion recognition from ballistocardiogram	78
An intelligent heart disease prediction system using hybrid deep dense Aquila network	78
Anterior cruciate ligament tear detection based on deep belief networks and improved honey badger algorithm	78
Weakly supervised object detection for automatic tooth-marked tongue recognition	78
A hybrid deep learning approach using XceptionNet and vision transformer for accurate chest disease detection from X-ray images	78

Knowledge-aware Attentional Neural Network based healthcare big data analytics optimized with Weighted Velocity-Guided Grey Wolf Optimization Algorithm	77
Enhancing breast cancer histopathological image classification: The impact of stain normalization on multilevel feature extraction	76
Single-lead ECG recordings modeling for end-to-end recognition of atrial fibrillation with dual-path RNN	76
Multi-Modality physiological signal analysis for driver cognitive distraction detection using Spectral Domain Reconstruction Graph Neural Network	75
The oscillating pulse arrival time as a physiological explanation regarding the difference between ECG- and Photoplethysmogram-derived heart rate variability parameters	75
Heuristically Improvised rice disease classification framework based on adaptive segmentation with the fusion of LSTM layer into Multi-Scale Residual attention Network	74
Detecting isocitrate dehydrogenase mutation status in grade IV gliomas using stochastic differential equations	74
Effects of number of maxima and electrical dynamic range on speech-in-noise perception with an “n-of-m” cochlear-implant strategy	74
Impact of auditory attention decoding accuracy on noise reduction systems for hearing aids	73
Identification of blood loss based on multiple physiological parameters	72
TranSEFusionNet: Deep fusion network for colorectal polyp segmentation	72
Restoration of missing or low-quality 12-lead ECG signals using ensemble deep-learning model with optimal combination	72
Denta-HybridoNet: a hybrid CNN-transformer architecture for automated detection of developmental dental anomalies in pediatric panoramic radiographs	71
Analyzing subcortical structures in Alzheimer's disease using ensemble learning	71
SSMDA: Semi-supervised multi-source domain adaptive autism prediction model using neuroimaging	71
Performance enhancement of visual transformer models via dual-module collaboration for skin tumor classification	70
Enhancing detection of mild cognitive impairment and epilepsy using EEG-EGG integration via differential distribution analysis	70
Integrated TSVM-TSK fusion for enhanced EEG-based epileptic seizure detection: Robust classifier with competitive learning	69
Reproducibility analysis of functional connectivity measures for application in motor imagery BCIs	69
A novel approach to biomechanical modeling: CT image weight initialization and Physics Informed Neural Networks	69
Recognition of EEG based on Improved Black Widow Algorithm optimized SVM	69
ECG data compression using the formation of QRS-complex segment bank and integer DCT-based plateau region processing	68
Adaptive temporal convolutional network with multi-head EMA-gated attention for continuous radar-based human activity recognition	68
General probability distribution model for wireless body sensors in the medical monitoring system	68
Detection of auditory brainstem response peaks using image processing techniques in infants with normal hearing sensitivity	67
GAN-based super-resolution for confocal superficial eyelid imaging: Real-time, domain generalization, and noise robustness	67
A fusion algorithm based on composite decomposition for PET and MRI medical images	67
Design and performance evaluation method of wearable hip joint power-assisted exoskeleton	67
Structural consistency alignment U-Net for breast tumors ultrasound segmentation	66
Segmentation of patchy areas in biomedical images based on local edge density estimation	66
MultiScaleSegNet: A novel framework for multi-modal brain tumor segmentation	65
DiverseCER-Net: A compound emotion recognition framework based on residual Anti-Aliasing Attention network and diverse data augmentation	65
TSAA-Net: Triple-semantic-aware attention network for colorectal cancer grading from histology images	65
A Fine-tuning Multimodal Large Language Model for Endoscopic Report Generation	65
HCMUNet: A hybrid CNN and Mamba network for medical ultrasound image segmentation	64
SDLU-Net: A similarity-based dynamic linking network for the automated segmentation of abdominal aorta aneurysms and branching vessels	64
Alignment-free bacterial pathogen identification using vision transformer and image augmentation techniques in high-resolution microscopy	64
Modality-level cross-connection and attentional feature fusion based deep neural network for multi-modal brain tumor segmentation	64
A U-shaped network with multi-branch convolutions and Mamba integration for pulmonary nodule segmentation	64
Addressing intra-subject variability in electrocardiogram-based biometric systems through a hybrid architecture	63
Assessment of blood flow parameters in a hybrid-digital model of the cardiovascular system applying recurrent neural networks	63
DFENet: A dual-branch feature enhanced network integrating transformers and convolutional feature learning for multimodal medical image fusion	63
Patch-based interpretable deep learning framework for Alzheimer’s disease diagnosis using multimodal data	63
TwoM: A model for joint time–frequency representation and spatial filtering for EEG-based depression recognition	62
Feature-enhanced multi-sequence MRI-based fusion mechanism for breast tumor segmentation	62
ECG-based expert-knowledge attention network to tachyarrhythmia recognition	62
Polyp segmentation for colonoscopy images via Hierarchical Interworking Decoding	62
FeDNet: Feature Decoupled Network for polyp segmentation from endoscopy images	62
Brain tumor classification utilizing deep features derived from high-quality regions in MRI images	62
GADM: Data augmentation using Generative Adversarial Diffusion Model for pulse-based disease identification	61
Clinical knowledge integrated multi-task learning network for breast tumor segmentation and pathological complete response prediction	60
Auto-segmentation of pancreatic tumor in multi-modal image using transferred DSMask R-CNN network	60
EEG-based visual stimuli classification via reusable LSTM	60
Information transfer rate in BCIs: Towards tightly integrated symbiosis	60
A Partitioned Multi-scale Spatiotemporal Convolutional Neural Network based on a neural connectivity decoupler for motor imagery-EEG decoding	60
Early detection of pressure injuries via infrared thermography and ConvNeXt	60
Classification of myopic maculopathy based on knowledge distillation and self-supervised learning	59
Dynamic regulation of brain network and muscle activity in upper limb force generation among older adults: A temporal dynamic graph Fourier transform approach	59
Parkinson’s disease detection from voice signals using adaptive frequency attribute topology	58
Implementation of decision tree and Mamdani fuzzy inference system for Erythropoietin resistance prediction	58
EEG emotion recognition using attention-based convolutional transformer neural network	58
An SSVEP-based BCI with LEDs visual stimuli using dynamic window CCA algorithm	58
Lesion-specific exposure parameters for breast cancer diagnosis on digital breast tomosynthesis and full-field digital mammography	58
Multi-task parallel with feature sharing integrated 3D U-Nets for Glioma Segmentation	58
Spatial and task attention network for treatment response prediction in locally advanced cervical cancer radiotherapy	58
CABMNet: An adaptive two-stage deep learning network for optimized spatial and temporal analysis in fall detection	57
Performance evaluation of optimal ensemble learning approaches with PCA and LDA-based feature extraction for heart disease prediction	57
Jump motion intention recognition and brain activity analysis based on EEG signals and Vision Transformer model	57
Parametric Bi-invariant Learning for Improved Precision in 2D/3D Image Registration	57
FastSCVM: A lightweight hybrid Mamba–convolution network for efficient glaucoma image segmentation	57
Alzheimer disease classification using optimal clustering based pre-trained SqueezeNet model	57
Deep learning based automatic seizure prediction with EEG time-frequency representation	57
Molecular subtype classification of breast cancer in digital breast tomosynthesis using the cross-window Transformer	57
A self-supervised representation-transfer multimodal learning for automated diagnosis of Developmental Dysplasia of the Hip	56
MSRRA-NAF: Multi-Scale Relative Resolution Attention-Guided X-ray 3D Reconstruction via Neural Attenuation Field	56
Improved LSTM-Squeeze Net Architecture for brain activity detection using EEG with improved feature set	56
A fusion model of multimodal data based on cooperative attention for diagnosing occupational pneumoconiosis	56
Deep learning advancements for cardiovascular diseases (CVDs) diagnosis: Imaging modalities, challenges, and future perspectives	56
A temporal fusion light-transformer network for heart rate estimation	55
Research on the lateralization of brain functional complexity in mild cognitive impairment-Alzheimer’s disease progression based on multiscale lateralized brain entropy	55

A lightweight variable-channel deep self-attention model for depression classification based on raw EEG signals	55
Sleep position classification with a compact pressure textile sensor mattress using convolutional neural networks	55
ARM-Net: Attention-guided residual multiscale CNN for multiclass brain tumor classification using MR images	55
SRT: Improved transformer-based model for classification of 2D heartbeat images	55
Time–frequency domain machine learning for detection of epilepsy using wearable EEG sensor signals recorded during physical activities	55
Decomposing photoplethysmogram waveforms into systolic and diastolic waves, with application to hyperbaric environments	55
Diagnosis of Parkinson’s disease using higher order statistical analysis of alpha and beta rhythms	54
Online adaptive classification system for brain–computer interface based on error-related potentials and neurofeedback	54
Neurological insights into personality and emotional intelligence: Analysing EEG spectral bands through machine learning models	54
SwinEff-AttentionNet: a dual hybrid model for breast image segmentation and classification using multiple ultrasound modality	54
A computer-assisted medical diagnosis system for cancer diseases based on quaternion orthogonal Rademacher-Fourier moments and deep learning	54
Integrating imaging and genetic data via wavelet transform-based CNN for Alzheimer ’s disease classification	54
Application of nonlinear properties of acoustic signals for diagnosing knee joint damage	53
MSRT-DETR: A novel RT-DETR model with multi-scale feature sequence for cell detection	53
Interpretable Coronary Heart Disease Syndrome Differentiation and Identification Based on Pulse Signal	53
An end-to-end model for ECG signals classification based on residual attention network	53
Combining the neural mass model and Hodgkin–Huxley formalism: Neuronal dynamics modelling	53
Edge-guided and hierarchical aggregation network for robust medical image segmentation	52
Cataract detection and visualization based on multi-scale deep features by RINet tuned with cyclic learning rate hyperparameter	52
Efficient semi-supervised hierarchical training for segmenting choroidal vessels and other structures on OCT images of multiple sclerosis patients	52
Holographic convolutional attention neural network for motor imagery decoding based on EEG temporal–spatial frequency features	52
Convolutional neural network-based fast seizure detection from video electroencephalograms	52
Multicentric prototype and pseudo-labeling based source-free domain adaptation for Alzheimer’s disease classification	52
Gaussian regressed generative adversarial network based hermitian extreme gradient boosting for plant leaf disease detection	52
AC_Branch_MobileNet: An effective hybrid branch network for plane classification in fetus brain ultrasound image	51
BrainWaveDecoder: From raw EEG to SSVEP-BCI target selection via end-to-end deep learning	51
FedMCF-xLSTM: Federated contrastive xLSTM for multimodal multi-label ECG classification	51
SAR-CGAN: Improved generative adversarial network for EIT reconstruction of lung diseases	51
Identification the immune related marker genes and transcription-factor network in ruptured cerebral aneurysms using bioinformatics analysis and machine-learning strategies	51
Application of novel DIRF feature selection algorithm for automated brain disease detection	51
LFT-UNet: A lightweight fusion of transformer and U-Net architectures for embedded medical image segmentation	51
Assessment of the impact of rapid freezing on the microscale elasticity of human breast tissue using quantitative micro-elastography	51
Time-reassigned adaptive fourier synchrosqueezing transform with globally optimal window length	51
Multi-modal medical image fusion via multi-dictionary and truncated Huber filtering	51
Preoperative path planning algorithm for lung puncture biopsy based on path constraint and multidimensional space distance optimization	51
HV-OCTAMamba: A high-order vision Mamba network for robust retinal vasculature segmentation in OCTA images	51
An optimized machine learning methodology leveraging computational fluid dynamics-derived hemodynamic features for enhancing prediction accuracy of thin-walled regions in intracranial aneurysms	51
A novel noninvasive method for dynamic cerebral autoregulation monitoring based on near-field coupling	51
A multimodal cross-attention-based CNN-LSTM network for arrhythmia classification and clinical diagnostic support	51
Efficient contact-based registration for minimally invasive anterior hip arthroplasty	50
A blood pressure estimation approach based on single-channel photoplethysmography differential features	50
An optimized bidirectional vision transformer based colorectal cancer detection using histopathological images	50
Ensemble deep learning model for dimensionless respiratory airflow estimation using respiratory sound	49
A prognosis-centric evaluation model for wearable sensor inputs in digital health intelligence	49
Multi-level hierarchical prototype for few-shot medical image segmentation	49
Short-term paroxysmal atrial fibrillation detection with intra- and inter-patient paradigm based on R-R intervals	49
Enhancing spatial auditory attention decoding with wavelet-based prototype training	49
Arrhythmogenic sites identification in post-ischemic ventricular tachycardia electrophysiological studies by explainable deep learning	49
GDF-Net: A multi-task symmetrical network for retinal vessel segmentation	49
Predicting dental implant failure risk from panoramic radiographs using deep learning	49
Enhancing multiple sclerosis diagnosis and prognosis through a dual Patch-Wise CNN architecture	49
MAFNet: A deep multi-scale attentive fusion network for virtual osteotomy of maxillofacial bones in CT images containing metal artifacts	48
Improved detection and analysis of Macular Edema using modified guided image filtering with modified level set spatial fuzzy clustering on Optical Coherence Tomography images	48
Double closed-loop feedback control strategy for enhanced external counterpulsation to regulate hemodynamic response of human common carotid artery	48
Unsupervised metal artifacts reduction network for CT images based on efficient transformer	48
COVID-19 chest X-ray detection through blending ensemble of CNN snapshots	48
Broad learning solution for rapid diagnosis of COVID-19	48
A Novel Personal Best- Control Binary Particle Swarm Optimization (NPbest-BPSO) based electromyography (EMG) signal feature selection and classification	48
Designing controllers for hand tremor suppression using model simplification	48
Sparse spectrum based swarm decomposition for robust nonstationary signal analysis with application to sleep apnea detection from EEG	48
GLSNet: A Global Guided Local Feature Stepwise Aggregation Network for polyp segmentation	48
A time-frequency map generation network embedded with spectral self-attention for motor imagery classification	48
Analysis of the Clever Hans effect in COVID-19 detection using Chest X-Ray images and Bayesian Deep Learning	48
Balancing and feature selection strategy for Parkinson’s disease classification: An improved sequential feature selection approach	48
LDR-TransUNet: a transformer-based u-net architecture with learnable dilation rate modules for endoscopic low-light image enhancement	48
SPLAL: Similarity-based pseudo-labeling with alignment loss for semi-supervised medical image classification	47
Dynamic personalized human body energy expenditure: Prediction using time series forecasting LSTM models	47
MIF-BTF-MRN: Medical image fusion based on the bilateral texture filter and transfer learning with the ResNet-101 network	47
FBN-TCN: Temporal convolutional neural network based on spatial domain fusion brain networks for affective brain–computer interfaces	47
MMIF-VAEFusion: An end-to-end multi-modal medical image fusion network using vector quantized variational auto-encoder	47
Study on multidimensional emotion recognition fusing dynamic brain network features in EEG signals	47
ALIEN: Attention-guided cross-resolution collaborative network for 3D gastric cancer segmentation in CT images	47
Automatic 2D/3D spine registration based on two-step transformer with semantic attention and adaptive multi-dimensional loss function	47
Exploring emotional experiences and dataset construction in the era of short videos based on physiological signals	47
A novel robust Student’s t-based Granger causality for EEG based brain network analysis	47
Edge computing for diabetic early disease prediction based on optimized ensemble boosting Fuzzified neural network using recursive support vector feature selection	46
Real-time continuous EOG-based gaze angle estimation with baseline drift compensation under non-stationary head conditions	46
When more is not better: Predicting human emotional states with brain and bodily biosensors	46
Data augmentation and hierarchical classification to support the diagnosis of neuropathies based on time series analysis	46
An innovative transfer learning-polyp detection from wireless capsule endoscopy videos with optimal key frame selection and depth estimation	46
Learning contextual representations with copula function for medical image segmentation	46
Dynamical system modelling to discriminate tissue types for bipolar electrosurgery	46
Localization of brain signals by alternating projection	46
DFU-FuzzyLiteUNet: A lightweight u-net with Fuzzy sigmoid and lite transformer for diabetic foot ulcer segmentation	46
Small-world properties of eye-movement time series assisted in identifying children at high risk for dyslexia	46
Deep-learning based triple-stage framework for MRI-CT cross-modality gross tumor volume (GTV) segmentation for rectal cancer neoadjuvant radiotherapy	45
Multi-level deep imaging features fusion for lung nodule malignancy prediction	45
An automatic method for microscopic diagnosis of diseases based on URCNN	45
EOG Artifacts Suppression From single channel EEG Signals by VME-GMETV model	45
LAMFFNet: Lightweight Adaptive Multi-layer Feature Fusion network for medical image segmentation	45
Sequence signal reconstruction based multi-task deep learning for sleep staging on single-channel EEG	45
A tandem white shark algorithm approach for optimizing drug–disease and drug–drug interactions in multimorbidity and polypharmacy	45
Self-supervised inter–intra period-aware ECG representation learning for detecting atrial fibrillation	44
White-light endoscopic colorectal lesion detection based on improved YOLOv7	44
ViT transfer learning for fMRI (VTFF): A highway to achieve superior performance for multi-classification of cognitive decline	44