Biomedical Signal Processing and Control

Article	Citations
Networked information interactions in schizophrenia magnetoencephalograms based on permutation transfer entropy	338
Molecular subtype classification of breast cancer in digital breast tomosynthesis using the cross-window Transformer	314
Investigating the effects of phantom sensation on gait autocorrelation in transtibial amputees using signal processing techniques: A multidisciplinary analysis	210
Time–frequency domain machine learning for detection of epilepsy using wearable EEG sensor signals recorded during physical activities	185
Detection of Interictal epileptiform discharges with semi-supervised deep learning	154
An imbalance-aware nuclei segmentation methodology for H&E stained histopathology images	152
Modality encoded latent dataset for emotion recognition	148
Heterogeneous soft tissue deformation model based on cellular neural networks: Application in pulmonary hamartomas surgery	147
A Partitioned Multi-scale Spatiotemporal Convolutional Neural Network based on a neural connectivity decoupler for motor imagery-EEG decoding	143
A switched-gain nonlinear observer for estimation of thoracoabdominal displacements and detection of asynchrony	141
Automatic diagnosis of newly emerged heart failure from serial electrocardiography by repeated structuring & learning procedure	138
Efficient ROI-based compression of mammography images	137
Modelling and analysis of orthoses generated whole-body vertical vibrations impact on limb stability and compliant dynamics in a ramp gait	135
Phase-constrained reconstruction method with compressed sensing for multi-parametric quantitative magnetic resonance imaging	133
A deep learning self-attention cross residual network with Info-WGANGP for mitotic cell identification in HEp-2 medical microscopic images	132
Automated screening of COVID-19 using two-dimensional variational mode decomposition and locally linear embedding	125
Attention-guided residual W-Net for supervised cardiac magnetic resonance imaging segmentation	120
Domain-specific trained model to auto grade AV Nicking severity level	119
Convenient prediction of TcPO2 level using machine learning techniques with the PPG signal’s characteristic features	119
Auto-segmentation of pancreatic tumor in multi-modal image using transferred DSMask R-CNN network	116
SRT: Improved transformer-based model for classification of 2D heartbeat images	114
Parametric Bi-invariant Learning for Improved Precision in 2D/3D Image Registration	109
DeepSyncNet:Deep synchronized fusion network for EEG-fNIRS multimodal brain-computer interfaces	108
A frequency-attentive spatio-temporal convolutional neural network with weighted feature fusion for EEG-based driver fatigue detection	107
Lesion-specific exposure parameters for breast cancer diagnosis on digital breast tomosynthesis and full-field digital mammography	107

A sparse representation-based hearing aid system using compressed acquisition and hybrid dictionaries	105
An SSVEP-based BCI with LEDs visual stimuli using dynamic window CCA algorithm	105
Deep-stratification of the cardiovascular risk by ultrasound carotid artery images	103
Constrained optimal control drug scheduling models with different toxicity metabolism in cancer chemotherapy	103
HBTF-Net: A hierarchical Bayesian multi-task fusion network for joint classification and segmentation of cervical cells	103
Sleep position classification with a compact pressure textile sensor mattress using convolutional neural networks	101
MSRT-DETR: A novel RT-DETR model with multi-scale feature sequence for cell detection	100
Integrated TSVM-TSK fusion for enhanced EEG-based epileptic seizure detection: Robust classifier with competitive learning	98
Statistical analysis on multi-factors of dynamic plantar pressure to normal subjects	98
TwoM: A model for joint time–frequency representation and spatial filtering for EEG-based depression recognition	96
FDFuse: PET/CT image fusion via high-low frequency decomposition	95
Deep integrated pipeline of segmentation guided classification of breast cancer from ultrasound images	95
Multicentric prototype and pseudo-labeling based source-free domain adaptation for Alzheimer’s disease classification	94
RETRACTED: Deep learning network (DL-Net) based classification and segmentation of multi-class retinal diseases using OCT scans	93
HCMUNet: A hybrid CNN and Mamba network for medical ultrasound image segmentation	92
EEG-based emotion classification Model: Combined model with improved score level fusion	91
A simple self-supervised ECG representation learning method via manipulated temporal–spatial reverse detection	90
DCentNet: Decentralized multistage biomedical signal classification using early exits	89
Reproducible and generalizable speech emotion recognition via an Intelligent Fusion Network	88
Automatic control of mean arterial pressure based on a baroreflex-feedback cardiovascular model	87
Combining the neural mass model and Hodgkin–Huxley formalism: Neuronal dynamics modelling	86
Compressed ECG sensing based heart rate asymmetry analysis for energy-constrained fast health monitoring	86
Jump motion intention recognition and brain activity analysis based on EEG signals and Vision Transformer model	86
FeDNet: Feature Decoupled Network for polyp segmentation from endoscopy images	86
Multi-source domain separation adversarial domain adaptation for EEG emotion recognition	86
A lightweight variable-channel deep self-attention model for depression classification based on raw EEG signals	85
SCNet: A spatial feature fused convolutional network for multi-channel EEG pathology detection	85
Spectral separation of evoked and spontaneous cortical activity, Part 1: Delta to high gamma band	85
A triple-shallow CNN with genetic algorithm channel selection method for classifying EEG complex limb movements	85
Hemoperitoneum detection on non-contrast CT: Radiomics-driven explainable ML	85
A CAD system design using iteratively reweighted fuzzy c-means and deep tree training for Alzheimer's disease diagnosis	85
Multi kernel cross sparse graph attention convolutional neural network for brain magnetic resonance imaging super-resolution	85
Comparative analysis of predictive factors for variant pathogenicity in epilepsy research: A study based on the predictive gene-specific random forest (GRF) model	84
Neurological insights into personality and emotional intelligence: Analysing EEG spectral bands through machine learning models	84
Spatial and task attention network for treatment response prediction in locally advanced cervical cancer radiotherapy	84
A nasal cytology dataset for object detection and deep learning	82
Multi-task parallel with feature sharing integrated 3D U-Nets for Glioma Segmentation	80
A general framework for the assessment of scatter correction techniques in digital mammography	80
SCANet: automated Cobb angle measurement using deep learning model in X-ray images for adolescent idiopathic scoliosis patients	80
Corrigendum to “An enhanced ResNet deep learning method for multimodal signal-based locomotion intention recognition” [Biomed. Signal Process. Control 101 (2025) 107254]	79
Automatic aid diagnosis report generation for lumbar disc MR image based on lightweight artificial neural networks	79
White blood cell automatic classification using deep learning and optimized quaternion hybrid moments	78
GADM: Data augmentation using Generative Adversarial Diffusion Model for pulse-based disease identification	78
Feature-enhanced multi-sequence MRI-based fusion mechanism for breast tumor segmentation	77
Advanced detection of cardiac arrhythmias using a three-stage CBD filter and a multi-scale approach in a combined deep learning model	77
Online adaptive classification system for brain–computer interface based on error-related potentials and neurofeedback	77
Securing electronic health records using blockchain-based bi-layer algorithm with bit swapping codon encryption	77
Computer-aided diagnosis of spinal deformities based on keypoints detection in human back depth images	77
Analysis of EEG signals using deep learning to highlight effects of vibration-based therapy on brain	76
Knowledge distillation-based deep learning classification network for peripheral blood leukocytes	76

Decomposing photoplethysmogram waveforms into systolic and diastolic waves, with application to hyperbaric environments	76
CNAC-Seg: Effective segmentation for cervical nuclei in adherent cells and clusters via exploring gaps of receptive fields	75
Analyzing the effect of postural change on heart rate variability using multi-distance sample entropy (MDSE)	74
Gaussian regressed generative adversarial network based hermitian extreme gradient boosting for plant leaf disease detection	74
A self-attention-driven deep denoiser model for real time lung sound denoising in noisy environments	73
Enhancing subject-independent SSVEP-BCIs via joint style characteristic and content representation augmentation	73
GMetaNet: Multi-scale ghost convolutional neural network with auxiliary MetaFormer decoding path for brain tumor segmentation	73
FastSCVM: A lightweight hybrid Mamba–convolution network for efficient glaucoma image segmentation	72
EGDN-KL: Dynamic graph–deviation network for EEG anomaly detection	72
Depth-wise fusion convolutional scaling network for vessel segmentation	72
Interpretable spatio-temporal graph learning for resting-state functional MRI based classification of Chronic Insomnia Disorder	72
Abdominal multi-organ lesion recognition via organ-specific feature perception and regionally enhanced feature learning	71
Information transfer rate in BCIs: Towards tightly integrated symbiosis	71
EEG-based visual stimuli classification via reusable LSTM	70
ECG-based expert-knowledge attention network to tachyarrhythmia recognition	70
Interpretable Coronary Heart Disease Syndrome Differentiation and Identification Based on Pulse Signal	69
A novel blockchain-federated learning framework with quantum neural networks and wavelet transforms for secure IoT healthcare monitoring	69
Integrating imaging and genetic data via wavelet transform-based CNN for Alzheimer ’s disease classification	69
Implementation of decision tree and Mamdani fuzzy inference system for Erythropoietin resistance prediction	68
Holographic convolutional attention neural network for motor imagery decoding based on EEG temporal–spatial frequency features	68
Active source-free domain adaptation for intracranial EEG classification via neighborhood uncertainty and diversity	68
Clinical knowledge integrated multi-task learning network for breast tumor segmentation and pathological complete response prediction	68
MFSleepNet: A multi-receptive field sleep networks for sleep stage classification	67
Computer-aided diagnosis system for cardiac disorders using variational mode decomposition and novel cepstral quinary patterns	67
Heart rate prediction from facial video with masks using eye location and corrected by convolutional neural networks	66
CABMNet: An adaptive two-stage deep learning network for optimized spatial and temporal analysis in fall detection	66
Recognition of EEG based on Improved Black Widow Algorithm optimized SVM	66
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	66
Early detection of pressure injuries via infrared thermography and ConvNeXt	66
Screening diabetic retinopathy and exudates in retinal images using dual functional convolutional neural networks	66
Adaptive temporal convolutional network with multi-head EMA-gated attention for continuous radar-based human activity recognition	65
Reproducibility analysis of functional connectivity measures for application in motor imagery BCIs	65
Application of nonlinear properties of acoustic signals for diagnosing knee joint damage	65
General probability distribution model for wireless body sensors in the medical monitoring system	65
ECG data compression using the formation of QRS-complex segment bank and integer DCT-based plateau region processing	64
Segmentation of patchy areas in biomedical images based on local edge density estimation	63
Design and performance evaluation method of wearable hip joint power-assisted exoskeleton	63
Detection of auditory brainstem response peaks using image processing techniques in infants with normal hearing sensitivity	63
GAN-based super-resolution for confocal superficial eyelid imaging: Real-time, domain generalization, and noise robustness	63
Structural consistency alignment U-Net for breast tumors ultrasound segmentation	63
A fusion algorithm based on composite decomposition for PET and MRI medical images	63
Alzheimer disease classification using optimal clustering based pre-trained SqueezeNet model	62
TSAA-Net: Triple-semantic-aware attention network for colorectal cancer grading from histology images	62
Research on the lateralization of brain functional complexity in mild cognitive impairment-Alzheimer’s disease progression based on multiscale lateralized brain entropy	62
Modality-level cross-connection and attentional feature fusion based deep neural network for multi-modal brain tumor segmentation	62
Restoration of missing or low-quality 12-lead ECG signals using ensemble deep-learning model with optimal combination	61
SDLU-Net: A similarity-based dynamic linking network for the automated segmentation of abdominal aorta aneurysms and branching vessels	61
Alignment-free bacterial pathogen identification using vision transformer and image augmentation techniques in high-resolution microscopy	61
A U-shaped network with multi-branch convolutions and Mamba integration for pulmonary nodule segmentation	61
Analyzing subcortical structures in Alzheimer's disease using ensemble learning	60
A mechatronic test-bench to investigate the impact of ventricular pulsation in hydrocephalus	60
SSMDA: Semi-supervised multi-source domain adaptive autism prediction model using neuroimaging	60
Identification of blood loss based on multiple physiological parameters	60
Polyp segmentation for colonoscopy images via Hierarchical Interworking Decoding	59
A new method of detecting the characteristic waves and their onset and end in electrocardiogram signals	59
Heuristically Improvised rice disease classification framework based on adaptive segmentation with the fusion of LSTM layer into Multi-Scale Residual attention Network	59
Knowledge-aware Attentional Neural Network based healthcare big data analytics optimized with Weighted Velocity-Guided Grey Wolf Optimization Algorithm	58
TranSEFusionNet: Deep fusion network for colorectal polyp segmentation	58
Parkinson’s disease detection from voice signals using adaptive frequency attribute topology	58
Weakly supervised object detection for automatic tooth-marked tongue recognition	58
Addressing intra-subject variability in electrocardiogram-based biometric systems through a hybrid architecture	58
Impact of auditory attention decoding accuracy on noise reduction systems for hearing aids	58
A deep learning method for contactless emotion recognition from ballistocardiogram	58
A novel approach to biomechanical modeling: CT image weight initialization and Physics Informed Neural Networks	58
An end-to-end model for ECG signals classification based on residual attention network	57
Performance evaluation of optimal ensemble learning approaches with PCA and LDA-based feature extraction for heart disease prediction	57
Effects of number of maxima and electrical dynamic range on speech-in-noise perception with an “n-of-m” cochlear-implant strategy	57
Single-lead ECG recordings modeling for end-to-end recognition of atrial fibrillation with dual-path RNN	57
Enhancing breast cancer histopathological image classification: The impact of stain normalization on multilevel feature extraction	57
The oscillating pulse arrival time as a physiological explanation regarding the difference between ECG- and Photoplethysmogram-derived heart rate variability parameters	57
Deep learning based automatic seizure prediction with EEG time-frequency representation	57
Multi-Modality physiological signal analysis for driver cognitive distraction detection using Spectral Domain Reconstruction Graph Neural Network	57
ARM-Net: Attention-guided residual multiscale CNN for multiclass brain tumor classification using MR images	56
Automatic detection of Alzheimer’s disease from EEG signals using hybrid PSO-GWO algorithm	56
Detecting isocitrate dehydrogenase mutation status in grade IV gliomas using stochastic differential equations	56
A computer-assisted medical diagnosis system for cancer diseases based on quaternion orthogonal Rademacher-Fourier moments and deep learning	56
MMUNet: Morphological feature enhancement network for colon cancer segmentation in pathological images	56
Diagnosis of Parkinson’s disease using higher order statistical analysis of alpha and beta rhythms	56
Enhancing detection of mild cognitive impairment and epilepsy using EEG-EGG integration via differential distribution analysis	56
Continuous non-invasive arterial blood pressure monitoring with photoplethysmography via SE-MSResUNet network	56

A hybrid deep learning approach using XceptionNet and vision transformer for accurate chest disease detection from X-ray images	55
Improved LSTM-Squeeze Net Architecture for brain activity detection using EEG with improved feature set	55
An intelligent heart disease prediction system using hybrid deep dense Aquila network	55
Global Partition with Local Enhancement network for multitask learning of malignant melanoma	55
Assessment of blood flow parameters in a hybrid-digital model of the cardiovascular system applying recurrent neural networks	54
Performance enhancement of visual transformer models via dual-module collaboration for skin tumor classification	54
Brain tumor classification utilizing deep features derived from high-quality regions in MRI images	54
Anterior cruciate ligament tear detection based on deep belief networks and improved honey badger algorithm	54
Cataract detection and visualization based on multi-scale deep features by RINet tuned with cyclic learning rate hyperparameter	54
SwinEff-AttentionNet: a dual hybrid model for breast image segmentation and classification using multiple ultrasound modality	54
Patch-based interpretable deep learning framework for Alzheimer’s disease diagnosis using multimodal data	54
EEG emotion recognition using attention-based convolutional transformer neural network	54
Convolutional neural network-based fast seizure detection from video electroencephalograms	53
DFENet: A dual-branch feature enhanced network integrating transformers and convolutional feature learning for multimodal medical image fusion	53
Edge-guided and hierarchical aggregation network for robust medical image segmentation	53
Efficient semi-supervised hierarchical training for segmenting choroidal vessels and other structures on OCT images of multiple sclerosis patients	53
An innovative transfer learning-polyp detection from wireless capsule endoscopy videos with optimal key frame selection and depth estimation	53
HV-OCTAMamba: A high-order vision Mamba network for robust retinal vasculature segmentation in OCTA images	52
AC_Branch_MobileNet: An effective hybrid branch network for plane classification in fetus brain ultrasound image	52
Preoperative path planning algorithm for lung puncture biopsy based on path constraint and multidimensional space distance optimization	52
DLT-Embryo: A Dual-branch Local feature fusion enhanced Transformer for Embryo multi-stage classification	52
LFT-UNet: A lightweight fusion of transformer and U-Net architectures for embedded medical image segmentation	52
Identification the immune related marker genes and transcription-factor network in ruptured cerebral aneurysms using bioinformatics analysis and machine-learning strategies	51
Assessment of the impact of rapid freezing on the microscale elasticity of human breast tissue using quantitative micro-elastography	51
HIFU micro-damage detection method based on optical flow multi-parameter time-division analysis	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
BrainWaveDecoder: From raw EEG to SSVEP-BCI target selection via end-to-end deep learning	51
Time-reassigned adaptive fourier synchrosqueezing transform with globally optimal window length	51
Application of novel DIRF feature selection algorithm for automated brain disease detection	51
DFU-FuzzyLiteUNet: A lightweight u-net with Fuzzy sigmoid and lite transformer for diabetic foot ulcer segmentation	51
FedMCF-xLSTM: Federated contrastive xLSTM for multimodal multi-label ECG classification	50
Enhancing wrist abnormality detection with YOLO: Analysis of state-of-the-art single-stage detection models	50
Improving pneumonia diagnosis with high-accuracy CNN-Based chest X-ray image classification and integrated gradient	50
A blood pressure estimation approach based on single-channel photoplethysmography differential features	50
A hybrid deep CNN-Cov-19-Res-Net Transfer learning architype for an enhanced Brain tumor Detection and Classification scheme in medical image processing	50
A coarse-to-fine full attention guided capsule network for medical image segmentation	50
SAR-CGAN: Improved generative adversarial network for EIT reconstruction of lung diseases	50
Efficient contact-based registration for minimally invasive anterior hip arthroplasty	50
Multi-modal medical image fusion via multi-dictionary and truncated Huber filtering	50
Cross-subject emotion recognition by EEG driven spatio-temporal hybrid network based on domain adaptation and dynamic graph attention	50
A novel noninvasive method for dynamic cerebral autoregulation monitoring based on near-field coupling	50
A multimodal cross-attention-based CNN-LSTM network for arrhythmia classification and clinical diagnostic support	50
An optimized bidirectional vision transformer based colorectal cancer detection using histopathological images	50
Enhancing spatial auditory attention decoding with wavelet-based prototype training	49
SignViT: An enhanced vision transformer framework for Attention-Based sign language hand gesture recognition	49
GDF-Net: A multi-task symmetrical network for retinal vessel segmentation	49
Bi-DenseNet: Automatic recognition of ocular surface disease using smartphone imaging	49
Short-term paroxysmal atrial fibrillation detection with intra- and inter-patient paradigm based on R-R intervals	49
COVID-19 CT image denoising algorithm based on adaptive threshold and optimized weighted median filter	49
Enhancing multiple sclerosis diagnosis and prognosis through a dual Patch-Wise CNN architecture	49
Ensemble deep learning model for dimensionless respiratory airflow estimation using respiratory sound	49
Sequence signal reconstruction based multi-task deep learning for sleep staging on single-channel EEG	49
A prognosis-centric evaluation model for wearable sensor inputs in digital health intelligence	49
Predicting dental implant failure risk from panoramic radiographs using deep learning	49
COVID-19 disease detection using attention based Bi-Directional capsule network model	49
Dual Branch Network Based on Multi-Directional Feature Cross Fusion for Carotid Plaque and Vessel Co-Segmentation	49
Arrhythmogenic sites identification in post-ischemic ventricular tachycardia electrophysiological studies by explainable deep learning	48
A time-frequency map generation network embedded with spectral self-attention for motor imagery classification	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
GLSNet: A Global Guided Local Feature Stepwise Aggregation Network for polyp segmentation	48
Broad learning solution for rapid diagnosis of COVID-19	48
Robust tumor segmentation in incomplete multi-modal imaging via a synergy of diffusion and Mamba models	48
COVID-19 chest X-ray detection through blending ensemble of CNN snapshots	48
Multi-level hierarchical prototype for few-shot medical image segmentation	48
MAFNet: A deep multi-scale attentive fusion network for virtual osteotomy of maxillofacial bones in CT images containing metal artifacts	48
Analysis of the Clever Hans effect in COVID-19 detection using Chest X-Ray images and Bayesian Deep Learning	48
Dynamical system modelling to discriminate tissue types for bipolar electrosurgery	47
Automatic 2D/3D spine registration based on two-step transformer with semantic attention and adaptive multi-dimensional loss function	47
A Novel Personal Best- Control Binary Particle Swarm Optimization (NPbest-BPSO) based electromyography (EMG) signal feature selection and classification	47
Dual attention-guided and learnable spatial transformation data augmentation multi-modal unsupervised medical image segmentation	47
Deep learning for pneumonia detection from X-ray: A systematic review of models, datasets, and clinical translation challenges	47
Learning contextual representations with copula function for medical image segmentation	47
Double closed-loop feedback control strategy for enhanced external counterpulsation to regulate hemodynamic response of human common carotid artery	47
LDR-TransUNet: a transformer-based u-net architecture with learnable dilation rate modules for endoscopic low-light image enhancement	47
When more is not better: Predicting human emotional states with brain and bodily biosensors	46
Body sound denoising technologies: A survey and validation	46
Supervised categorized principal component analysis for imagined speech classification via applying singular value decomposition on a symmetry matrix	46
An automatic method for microscopic diagnosis of diseases based on URCNN	46
Small-world properties of eye-movement time series assisted in identifying children at high risk for dyslexia	46
DM-RRG: Radiology image report generation with disease-topic guidance and multi-grained Image–Text alignment	46
A tandem white shark algorithm approach for optimizing drug–disease and drug–drug interactions in multimorbidity and polypharmacy	46
SEER-net: Simple EEG-based Recognition network	46
Edge computing for diabetic early disease prediction based on optimized ensemble boosting Fuzzified neural network using recursive support vector feature selection	45
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	45
Supervised autoregressive eXogenous Networks with Fractional Grünwald–Letnikov finite differences: Tumor Evolution and Immune Responses under Therapeutic Influence fractals model	45
Spatial-frequency fusion for retinal vessel segmentation	45
Heart rate estimation based on joint convolutional neural network and conditional generative adversarial network via heart rate variabilities and other features extracted from photoplethysmograms	45
An efficient classification of cirrhosis liver disease using hybrid convolutional neural network-capsule network	45
Anterior cruciate ligament tear detection using gated recurrent unit and flexible fitness dependent optimizer	45
TS-TWC: A time series representation learning framework based on Time-Wavelet contrasting	45
A dual-purpose deep learning model for auscultated lung and tracheal sound analysis based on mixed set training	45
Self-supervised inter–intra period-aware ECG representation learning for detecting atrial fibrillation	45
Effective use of prior information for high-performance embryo grading	45
Estimating muscle force based on a neuromuscular decoding approach adaptive to fatigue conditions	45
MuRAt-CAP-Net: A novel multi-input residual attention network for automated detection of A-phases and subtypes in cyclic alternating patterns	45