Biomedical Signal Processing and Control

Article	Citations
Analyzing the effect of postural change on heart rate variability using multi-distance sample entropy (MDSE)	271
Compressed ECG sensing based heart rate asymmetry analysis for energy-constrained fast health monitoring	217
Assessment of blood flow parameters in a hybrid-digital model of the cardiovascular system applying recurrent neural networks	201
Corrigendum to “An enhanced ResNet deep learning method for multimodal signal-based locomotion intention recognition” [Biomed. Signal Process. Control 101 (2025) 107254]	197
MFSleepNet: A multi-receptive field sleep networks for sleep stage classification	184
SDLU-Net: A similarity-based dynamic linking network for the automated segmentation of abdominal aorta aneurysms and branching vessels	176
Addressing intra-subject variability in electrocardiogram-based biometric systems through a hybrid architecture	174
Implementation of decision tree and Mamdani fuzzy inference system for Erythropoietin resistance prediction	155
Computer-aided diagnosis system for cardiac disorders using variational mode decomposition and novel cepstral quinary patterns	155
Design and performance evaluation method of wearable hip joint power-assisted exoskeleton	154
SSMDA: Semi-supervised multi-source domain adaptive autism prediction model using neuroimaging	146
GMetaNet: Multi-scale ghost convolutional neural network with auxiliary MetaFormer decoding path for brain tumor segmentation	145
Cataract detection and visualization based on multi-scale deep features by RINet tuned with cyclic learning rate hyperparameter	142
Analyzing subcortical structures in Alzheimer's disease using ensemble learning	139
Efficient ROI-based compression of mammography images	137
A mechatronic test-bench to investigate the impact of ventricular pulsation in hydrocephalus	131
Modelling and analysis of orthoses generated whole-body vertical vibrations impact on limb stability and compliant dynamics in a ramp gait	126
Effects of number of maxima and electrical dynamic range on speech-in-noise perception with an “n-of-m” cochlear-implant strategy	124
Lesion-specific exposure parameters for breast cancer diagnosis on digital breast tomosynthesis and full-field digital mammography	124
Phase-constrained reconstruction method with compressed sensing for multi-parametric quantitative magnetic resonance imaging	121
Decomposing photoplethysmogram waveforms into systolic and diastolic waves, with application to hyperbaric environments	117
A deep learning self-attention cross residual network with Info-WGANGP for mitotic cell identification in HEp-2 medical microscopic images	117
Statistical analysis on multi-factors of dynamic plantar pressure to normal subjects	115
Spatial and task attention network for treatment response prediction in locally advanced cervical cancer radiotherapy	115
ECG data compression using the formation of QRS-complex segment bank and integer DCT-based plateau region processing	111

General probability distribution model for wireless body sensors in the medical monitoring system	111
Reproducibility analysis of functional connectivity measures for application in motor imagery BCIs	108
Automated screening of COVID-19 using two-dimensional variational mode decomposition and locally linear embedding	108
Attention-guided residual W-Net for supervised cardiac magnetic resonance imaging segmentation	106
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]	105
Convenient prediction of TcPO2 level using machine learning techniques with the PPG signal’s characteristic features	105
ECG denoising based on successive local filtering	103
Bias correction of intensity inhomogeneous images hybridized with superpixel segmentation	100
Domain-specific trained model to auto grade AV Nicking severity level	98
Diagnosis of Parkinson’s disease using higher order statistical analysis of alpha and beta rhythms	95
A new method of detecting the characteristic waves and their onset and end in electrocardiogram signals	95
Robust parameter strategy for Wiener-based binaural noise reduction methods in hearing aids	94
An SSVEP-based BCI with LEDs visual stimuli using dynamic window CCA algorithm	93
Anterior cruciate ligament tear detection based on deep belief networks and improved honey badger algorithm	92
Parkinson’s disease detection from voice signals using adaptive frequency attribute topology	90
Networked information interactions in schizophrenia magnetoencephalograms based on permutation transfer entropy	90
Detecting isocitrate dehydrogenase mutation status in grade IV gliomas using stochastic differential equations	89
A hybrid deep learning approach using XceptionNet and vision transformer for accurate chest disease detection from X-ray images	89
A deep learning method for contactless emotion recognition from ballistocardiogram	88
Molecular subtype classification of breast cancer in digital breast tomosynthesis using the cross-window Transformer	88
Feature-enhanced multi-sequence MRI-based fusion mechanism for breast tumor segmentation	87
Spoken and Inner Speech-related EEG Connectivity in Different Spatial Direction	87
Heuristically Improvised rice disease classification framework based on adaptive segmentation with the fusion of LSTM layer into Multi-Scale Residual attention Network	87
Multi kernel cross sparse graph attention convolutional neural network for brain magnetic resonance imaging super-resolution	86
Gaussian regressed generative adversarial network based hermitian extreme gradient boosting for plant leaf disease detection	86
EEG-based visual stimuli classification via reusable LSTM	85
Jump motion intention recognition and brain activity analysis based on EEG signals and Vision Transformer model	83
The oscillating pulse arrival time as a physiological explanation regarding the difference between ECG- and Photoplethysmogram-derived heart rate variability parameters	83
Modality encoded latent dataset for emotion recognition	83
Deep-stratification of the cardiovascular risk by ultrasound carotid artery images	82
Identification of blood loss based on multiple physiological parameters	82
Knowledge-aware Attentional Neural Network based healthcare big data analytics optimized with Weighted Velocity-Guided Grey Wolf Optimization Algorithm	79
Screening diabetic retinopathy and exudates in retinal images using dual functional convolutional neural networks	79
Interpretable Coronary Heart Disease Syndrome Differentiation and Identification Based on Pulse Signal	79
Constrained optimal control drug scheduling models with different toxicity metabolism in cancer chemotherapy	78
An end-to-end model for ECG signals classification based on residual attention network	77
Advanced detection of cardiac arrhythmias using a three-stage CBD filter and a multi-scale approach in a combined deep learning model	77
MMUNet: Morphological feature enhancement network for colon cancer segmentation in pathological images	76
Segmentation of patchy areas in biomedical images based on local edge density estimation	76
Integrating imaging and genetic data via wavelet transform-based CNN for Alzheimer ’s disease classification	76
An imbalance-aware nuclei segmentation methodology for H&E stained histopathology images	76
White blood cell automatic classification using deep learning and optimized quaternion hybrid moments	76
Motor imagery EEG signal classification using image processing technique over GoogLeNet deep learning algorithm for controlling the robot manipulator	76
EEG-based emotion classification Model: Combined model with improved score level fusion	75
Multi-task parallel with feature sharing integrated 3D U-Nets for Glioma Segmentation	75
Enhancing breast cancer histopathological image classification: The impact of stain normalization on multilevel feature extraction	73
Denoising of ECG signals using weighted stationary wavelet total variation	73
Global Partition with Local Enhancement network for multitask learning of malignant melanoma	73
Feature extraction for abnormality detection in capsule endoscopy images	73
Weakly supervised object detection for automatic tooth-marked tongue recognition	72

DCentNet: Decentralized multistage biomedical signal classification using early exits	72
ECG-based expert-knowledge attention network to tachyarrhythmia recognition	72
Attention gated tensor neural network architectures for speech emotion recognition	71
GAN-based super-resolution for confocal superficial eyelid imaging: Real-time, domain generalization, and noise robustness	71
Automatic diagnosis of newly emerged heart failure from serial electrocardiography by repeated structuring & learning procedure	71
Automatic detection of Alzheimer’s disease from EEG signals using hybrid PSO-GWO algorithm	70
Recognition of EEG based on Improved Black Widow Algorithm optimized SVM	70
milVAD: A bag-level MNIST modelling of voice activity detection using deep multiple instance learning	70
Width-wise vessel bifurcation for improved retinal vessel segmentation	70
Detection of auditory brainstem response peaks using image processing techniques in infants with normal hearing sensitivity	70
Auto-segmentation of pancreatic tumor in multi-modal image using transferred DSMask R-CNN network	69
Single-lead ECG recordings modeling for end-to-end recognition of atrial fibrillation with dual-path RNN	69
Edge device based efficient data collection in smart health monitoring system using wireless body area network	68
Holographic convolutional attention neural network for motor imagery decoding based on EEG temporal–spatial frequency features	68
1D-FHRNet: Automatic Diagnosis of Fetal Acidosis from Fetal Heart Rate Signals	68
SCNet: A spatial feature fused convolutional network for multi-channel EEG pathology detection	68
Automatic aid diagnosis report generation for lumbar disc MR image based on lightweight artificial neural networks	67
A general framework for the assessment of scatter correction techniques in digital mammography	67
CNAC-Seg: Effective segmentation for cervical nuclei in adherent cells and clusters via exploring gaps of receptive fields	67
FeDNet: Feature Decoupled Network for polyp segmentation from endoscopy images	66
A switched-gain nonlinear observer for estimation of thoracoabdominal displacements and detection of asynchrony	66
Heart rate prediction from facial video with masks using eye location and corrected by convolutional neural networks	66
An intelligent heart disease prediction system using hybrid deep dense Aquila network	66
Knowledge distillation-based deep learning classification network for peripheral blood leukocytes	65
Pulse rate estimation from forehead photoplethysmograph signal using RLS adaptive filtering with dynamical reference signal	65
RETRACTED: Deep learning network (DL-Net) based classification and segmentation of multi-class retinal diseases using OCT scans	64
Modality-level cross-connection and attentional feature fusion based deep neural network for multi-modal brain tumor segmentation	64
A CAD system design using iteratively reweighted fuzzy c-means and deep tree training for Alzheimer's disease diagnosis	64
Heterogeneous soft tissue deformation model based on cellular neural networks: Application in pulmonary hamartomas surgery	63
Restoration of missing or low-quality 12-lead ECG signals using ensemble deep-learning model with optimal combination	63
GADM: Data augmentation using Generative Adversarial Diffusion Model for pulse-based disease identification	63
Detection of Interictal epileptiform discharges with semi-supervised deep learning	62
Parametric Bi-invariant Learning for Improved Precision in 2D/3D Image Registration	62
Continuous non-invasive arterial blood pressure monitoring with photoplethysmography via SE-MSResUNet network	62
SRT: Improved transformer-based model for classification of 2D heartbeat images	62
A triple-shallow CNN with genetic algorithm channel selection method for classifying EEG complex limb movements	61
An automatic tumour growth prediction based segmentation using full resolution convolutional network for brain tumour	61
Multi-source domain separation adversarial domain adaptation for EEG emotion recognition	61
Automatic control of mean arterial pressure based on a baroreflex-feedback cardiovascular model	61
A novel approach to biomechanical modeling: CT image weight initialization and Physics Informed Neural Networks	61
A fusion algorithm based on composite decomposition for PET and MRI medical images	60
Time–frequency domain machine learning for detection of epilepsy using wearable EEG sensor signals recorded during physical activities	60
Combining the neural mass model and Hodgkin–Huxley formalism: Neuronal dynamics modelling	60
Comprehending the impact of deep learning algorithms on optimizing for recurring impediments associated with stress prediction using ECG data through statistical analysis	60
Clinical knowledge integrated multi-task learning network for breast tumor segmentation and pathological complete response prediction	60
Patch-based interpretable deep learning framework for Alzheimer’s disease diagnosis using multimodal data	60
Automatic detection of obstructive and restrictive lung disease from features extracted from ECG and ECG derived respiration signals	60
TSAA-Net: Triple-semantic-aware attention network for colorectal cancer grading from histology images	59
Information transfer rate in BCIs: Towards tightly integrated symbiosis	59
ARM-Net: Attention-guided residual multiscale CNN for multiclass brain tumor classification using MR images	59
DFENet: A dual-branch feature enhanced network integrating transformers and convolutional feature learning for multimodal medical image fusion	59
Alzheimer disease classification using optimal clustering based pre-trained SqueezeNet model	59
Performance evaluation of optimal ensemble learning approaches with PCA and LDA-based feature extraction for heart disease prediction	58
Improved LSTM-Squeeze Net Architecture for brain activity detection using EEG with improved feature set	58
TranSEFusionNet: Deep fusion network for colorectal polyp segmentation	58
EEG emotion recognition using attention-based convolutional transformer neural network	58
Integrated TSVM-TSK fusion for enhanced EEG-based epileptic seizure detection: Robust classifier with competitive learning	58
Brain tumor classification utilizing deep features derived from high-quality regions in MRI images	58
Deep integrated pipeline of segmentation guided classification of breast cancer from ultrasound images	57
Deep learning based automatic seizure prediction with EEG time-frequency representation	57
Reproducible and generalizable speech emotion recognition via an Intelligent Fusion Network	57
Alzheimer’s disease classification using pre-trained deep networks	57
Spectral separation of evoked and spontaneous cortical activity, Part 1: Delta to high gamma band	57
MFCC-based Recurrent Neural Network for automatic clinical depression recognition and assessment from speech	56
Multi-phase locking value: A generalized method for determining instantaneous multi-frequency phase coupling	56
Analysis of EEG signals using deep learning to highlight effects of vibration-based therapy on brain	56
Active source-free domain adaptation for intracranial EEG classification via neighborhood uncertainty and diversity	56
MSRT-DETR: A novel RT-DETR model with multi-scale feature sequence for cell detection	56
CABMNet: An adaptive two-stage deep learning network for optimized spatial and temporal analysis in fall detection	55
Sleep position classification with a compact pressure textile sensor mattress using convolutional neural networks	55
A simple self-supervised ECG representation learning method via manipulated temporal–spatial reverse detection	55
Online adaptive classification system for brain–computer interface based on error-related potentials and neurofeedback	55
Research on the lateralization of brain functional complexity in mild cognitive impairment-Alzheimer’s disease progression based on multiscale lateralized brain entropy	55
Computer-aided diagnosis of spinal deformities based on keypoints detection in human back depth images	55
Multicentric prototype and pseudo-labeling based source-free domain adaptation for Alzheimer’s disease classification	55
A novel framework for enhancing postpartum hemorrhage prediction: Balanced data preprocessing meets neural network modeling	54
SEER-net: Simple EEG-based Recognition network	54
A synergistic framework for histopathologic cancer detection using Epicurve Search –PSB model with surrosec Optimizer	54
Enhancing Res2Net with cross-scale feature association and attention optimization for speaker recognition	54
An innovative transfer learning-polyp detection from wireless capsule endoscopy videos with optimal key frame selection and depth estimation	54

Enhancing spatial auditory attention decoding with wavelet-based prototype training	53
Double closed-loop feedback control strategy for enhanced external counterpulsation to regulate hemodynamic response of human common carotid artery	53
Time-reassigned adaptive fourier synchrosqueezing transform with globally optimal window length	53
Learning and encoding semantics for multimodal deformable image registration with weak supervision	53
A time-frequency map generation network embedded with spectral self-attention for motor imagery classification	52
A novel noninvasive method for dynamic cerebral autoregulation monitoring based on near-field coupling	52
Improved detection and analysis of Macular Edema using modified guided image filtering with modified level set spatial fuzzy clustering on Optical Coherence Tomography images	52
Localization of brain signals by alternating projection	52
Research on emotion recognition of bimodal bioelectrical features based on D-S evidence theory	52
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	52
Convolutional neural network-based fast seizure detection from video electroencephalograms	52
Efficient contact-based registration for minimally invasive anterior hip arthroplasty	52
DFU-FuzzyLiteUNet: A lightweight u-net with Fuzzy sigmoid and lite transformer for diabetic foot ulcer segmentation	52
Motor imagery EEG task recognition using a nonlinear Granger causality feature extraction and an improved Salp swarm feature selection	52
FBN-TCN: Temporal convolutional neural network based on spatial domain fusion brain networks for affective brain–computer interfaces	52
Efficient semi-supervised hierarchical training for segmenting choroidal vessels and other structures on OCT images of multiple sclerosis patients	51
Symmetric deformable image pairwise registration by optimizing neural fields network architectures for guaranteeing transformations consistency	51
Enhancing multiple sclerosis diagnosis and prognosis through a dual Patch-Wise CNN architecture	51
MRI super-resolution reconstruction based on 3D dense connected convolutional autoencoders	51
SAStainDiff: Self-supervised stain normalization by stain augmentation using denoising diffusion probabilistic models	51
SAR-CGAN: Improved generative adversarial network for EIT reconstruction of lung diseases	50
Data augmentation and hierarchical classification to support the diagnosis of neuropathies based on time series analysis	50
MRP-Net: Seizure detection method based on modified recurrence plot and additive attention convolution neural network	50
FCS-TPNet: Fusion of fNIRS chromophore signals to construct temporal-spatial graph representation for topological networks	50
A tandem white shark algorithm approach for optimizing drug–disease and drug–drug interactions in multimorbidity and polypharmacy	49
Broad learning solution for rapid diagnosis of COVID-19	49
Identification the immune related marker genes and transcription-factor network in ruptured cerebral aneurysms using bioinformatics analysis and machine-learning strategies	49
Anterior cruciate ligament tear detection using gated recurrent unit and flexible fitness dependent optimizer	49
Arrhythmogenic sites identification in post-ischemic ventricular tachycardia electrophysiological studies by explainable deep learning	49
Analysis of time series of surface electromyography and accelerometry in dogs	49
Estimating muscle force based on a neuromuscular decoding approach adaptive to fatigue conditions	49
Short-term paroxysmal atrial fibrillation detection with intra- and inter-patient paradigm based on R-R intervals	48
SPLAL: Similarity-based pseudo-labeling with alignment loss for semi-supervised medical image classification	48
Considering the effect of correlation between the channels in multivariate detectors for evoked responses in the electroencephalogram	48
Application of novel DIRF feature selection algorithm for automated brain disease detection	48
Ensemble deep learning model for dimensionless respiratory airflow estimation using respiratory sound	48
Left atrial overload detection in ECG using frequency domain features with machine learning and deep learning algorithms	48
Dynamical system modelling to discriminate tissue types for bipolar electrosurgery	48
Small-world properties of eye-movement time series assisted in identifying children at high risk for dyslexia	47
Graph denoising of impulsive EEG signals and the effect of their graph representation	47
A novel analytical method to measure intra-individual variability of steady-state evoked potentials; new insights into attention deficit	47
Towards an efficient system for hyperthermia treatment of breast tumors	47
White-light endoscopic colorectal lesion detection based on improved YOLOv7	47
Learning contextual representations with copula function for medical image segmentation	47
Classification of intracranial hemorrhage CT images based on texture analysis using ensemble-based machine learning algorithms: A comparative study	47
Edge-guided and hierarchical aggregation network for robust medical image segmentation	47
Solving the inverse problem based on UPEMD for electrocardiographic imaging	47
An automatic method for microscopic diagnosis of diseases based on URCNN	47
Effective use of prior information for high-performance embryo grading	47
A hybrid deep CNN-Cov-19-Res-Net Transfer learning architype for an enhanced Brain tumor Detection and Classification scheme in medical image processing	46
Dual attention-guided and learnable spatial transformation data augmentation multi-modal unsupervised medical image segmentation	46
Sleep staging using semi-unsupervised clustering of EEG: Application to REM sleep behavior disorder	46
Improving pneumonia diagnosis with high-accuracy CNN-Based chest X-ray image classification and integrated gradient	46
Bi-DenseNet: Automatic recognition of ocular surface disease using smartphone imaging	46
Enhancing online education recommendations through clustering-driven deep learning	46
Elevated correlations in cardiac–neural dynamics: An impact of mantra meditation on stress alleviation	46
GDF-Net: A multi-task symmetrical network for retinal vessel segmentation	45
Signal-to-noise ratio is more important than sampling rate in beat-to-beat interval estimation from optical sensors	45
A fully automatic model for premature ventricular heartbeat arrhythmia classification using the Internet of Medical Things	45
Edge computing for diabetic early disease prediction based on optimized ensemble boosting Fuzzified neural network using recursive support vector feature selection	45
A coarse-to-fine full attention guided capsule network for medical image segmentation	45
Supervised categorized principal component analysis for imagined speech classification via applying singular value decomposition on a symmetry matrix	45
Addressing smartphone mismatch in Parkinson’s disease detection aid systems based on speech	45
Self-supervised inter–intra period-aware ECG representation learning for detecting atrial fibrillation	45
MuRAt-CAP-Net: A novel multi-input residual attention network for automated detection of A-phases and subtypes in cyclic alternating patterns	45
Channel-annotated deep learning for enhanced interpretability in EEG-based seizure detection	45
COVID-19 chest X-ray detection through blending ensemble of CNN snapshots	45
HCA-former: Hybrid Convolution Attention Transformer for 3D Medical Image Segmentation	44
Deep BiLSTM neural network model for emotion detection using cross-dataset approach	44
Electromyographic hand gesture recognition using convolutional neural network with multi-attention	44
Preoperative path planning algorithm for lung puncture biopsy based on path constraint and multidimensional space distance optimization	44
Real-time continuous EOG-based gaze angle estimation with baseline drift compensation under non-stationary head conditions	44
Deep-learning based triple-stage framework for MRI-CT cross-modality gross tumor volume (GTV) segmentation for rectal cancer neoadjuvant radiotherapy	44
Safe-level SMOTE method for handling the class imbalanced problem in electroencephalography dataset of adult anxious state	44
Sequence signal reconstruction based multi-task deep learning for sleep staging on single-channel EEG	44
Spatial-frequency fusion for retinal vessel segmentation	44
Designing controllers for hand tremor suppression using model simplification	44
A dual-purpose deep learning model for auscultated lung and tracheal sound analysis based on mixed set training	44
TS-TWC: A time series representation learning framework based on Time-Wavelet contrasting	44
Audio-video database from subacute stroke patients for dysarthric speech intelligence assessment and preliminary analysis	43
Hybrid capsule_CNN for depression detection based sentiment classification using review data	43
Fine-grained interactive attention learning for semi-supervised white blood cell classification	43
Dual Branch Network Based on Multi-Directional Feature Cross Fusion for Carotid Plaque and Vessel Co-Segmentation	43
An optimized bidirectional vision transformer based colorectal cancer detection using histopathological images	43
An echo state network for synthesizing the standard 12-lead ECG from a two-lead ECG obtained from a single touch of a wrist-worn device	43
Bounding boxes for weakly-supervised breast cancer segmentation in DCE-MRI	43
A spatiotemporal symmetrical transformer structure for EEG emotion recognition	42
COVID-19 CT image denoising algorithm based on adaptive threshold and optimized weighted median filter	42
Challenges and artificial intelligence solutions for clinically optimal hepatic venous vessel segmentation	42
Single-channel surface electromyography signal classification with variational mode decomposition and entropy feature for lower limb movements recognition	42
Optimizing diabetic retinopathy detection with inception-V4 and dynamic version of snow leopard optimization algorithm	42
Adjacent slices feature transformer network for single anisotropic 3D brain MRI image super-resolution	42
Supervised autoregressive eXogenous Networks with Fractional Grünwald–Letnikov finite differences: Tumor Evolution and Immune Responses under Therapeutic Influence fractals model	42
Sparse spectrum based swarm decomposition for robust nonstationary signal analysis with application to sleep apnea detection from EEG	42
Time-resolved EEG signal analysis for motor imagery activity recognition	42