Biomedical Signal Processing and Control

Article	Citations
Analyzing the effect of postural change on heart rate variability using multi-distance sample entropy (MDSE)	254
Compressed ECG sensing based heart rate asymmetry analysis for energy-constrained fast health monitoring	195
Assessment of blood flow parameters in a hybrid-digital model of the cardiovascular system applying recurrent neural networks	192
Clinical knowledge integrated multi-task learning network for breast tumor segmentation and pathological complete response prediction	187
Computer-aided diagnosis of spinal deformities based on keypoints detection in human back depth images	177
Corrigendum to “An enhanced ResNet deep learning method for multimodal signal-based locomotion intention recognition” [Biomed. Signal Process. Control 101 (2025) 107254]	169
Global Partition with Local Enhancement network for multitask learning of malignant melanoma	168
Enhancing breast cancer histopathological image classification: The impact of stain normalization on multilevel feature extraction	154
MFSleepNet: A multi-receptive field sleep networks for sleep stage classification	154
SDLU-Net: A similarity-based dynamic linking network for the automated segmentation of abdominal aorta aneurysms and branching vessels	152
Weakly supervised object detection for automatic tooth-marked tongue recognition	144
Implementation of decision tree and Mamdani fuzzy inference system for Erythropoietin resistance prediction	139
Design and performance evaluation method of wearable hip joint power-assisted exoskeleton	137
Holographic convolutional attention neural network for motor imagery decoding based on EEG temporal–spatial frequency features	136
MSRT-DETR: A novel RT-DETR model with multi-scale feature sequence for cell detection	130
Performance evaluation of optimal ensemble learning approaches with PCA and LDA-based feature extraction for heart disease prediction	124
SSMDA: Semi-supervised multi-source domain adaptive autism prediction model using neuroimaging	122
Cataract detection and visualization based on multi-scale deep features by RINet tuned with cyclic learning rate hyperparameter	121
Analyzing subcortical structures in Alzheimer's disease using ensemble learning	116
GMetaNet: Multi-scale ghost convolutional neural network with auxiliary MetaFormer decoding path for brain tumor segmentation	115
An imbalance-aware nuclei segmentation methodology for H&E stained histopathology images	113
FeDNet: Feature Decoupled Network for polyp segmentation from endoscopy images	113
Multicentric prototype and pseudo-labeling based source-free domain adaptation for Alzheimer’s disease classification	112
Alzheimer’s disease classification using pre-trained deep networks	112
A mechatronic test-bench to investigate the impact of ventricular pulsation in hydrocephalus	109

Modelling and analysis of orthoses generated whole-body vertical vibrations impact on limb stability and compliant dynamics in a ramp gait	107
Online adaptive classification system for brain–computer interface based on error-related potentials and neurofeedback	106
Phase-constrained reconstruction method with compressed sensing for multi-parametric quantitative magnetic resonance imaging	104
An SSVEP-based BCI with LEDs visual stimuli using dynamic window CCA algorithm	102
ECG-based expert-knowledge attention network to tachyarrhythmia recognition	101
Robust parameter strategy for Wiener-based binaural noise reduction methods in hearing aids	100
milVAD: A bag-level MNIST modelling of voice activity detection using deep multiple instance learning	98
EEG emotion recognition using attention-based convolutional transformer neural network	98
Modality encoded latent dataset for emotion recognition	93
An intelligent heart disease prediction system using hybrid deep dense Aquila network	92
Single-lead ECG recordings modeling for end-to-end recognition of atrial fibrillation with dual-path RNN	92
Statistical analysis on multi-factors of dynamic plantar pressure to normal subjects	91
Research on the lateralization of brain functional complexity in mild cognitive impairment-Alzheimer’s disease progression based on multiscale lateralized brain entropy	90
ECG data compression using the formation of QRS-complex segment bank and integer DCT-based plateau region processing	88
Automated screening of COVID-19 using two-dimensional variational mode decomposition and locally linear embedding	86
The oscillating pulse arrival time as a physiological explanation regarding the difference between ECG- and Photoplethysmogram-derived heart rate variability parameters	86
A simple self-supervised ECG representation learning method via manipulated temporal–spatial reverse detection	86
Lesion-specific exposure parameters for breast cancer diagnosis on digital breast tomosynthesis and full-field digital mammography	85
Combining the neural mass model and Hodgkin–Huxley formalism: Neuronal dynamics modelling	84
Segmentation of patchy areas in biomedical images based on local edge density estimation	84
Automatic diagnosis of newly emerged heart failure from serial electrocardiography by repeated structuring & learning procedure	84
General probability distribution model for wireless body sensors in the medical monitoring system	84
Effects of number of maxima and electrical dynamic range on speech-in-noise perception with an “n-of-m” cochlear-implant strategy	83
EEG-based visual stimuli classification via reusable LSTM	82
Modality-level cross-connection and attentional feature fusion based deep neural network for multi-modal brain tumor segmentation	82
Heart rate prediction from facial video with masks using eye location and corrected by convolutional neural networks	81
Attention gated tensor neural network architectures for speech emotion recognition	80
Denoising of ECG signals using weighted stationary wavelet total variation	80
Knowledge distillation-based deep learning classification network for peripheral blood leukocytes	80
Bias correction of intensity inhomogeneous images hybridized with superpixel segmentation	78
ECG denoising based on successive local filtering	77
Domain-specific trained model to auto grade AV Nicking severity level	77
Feature-enhanced multi-sequence MRI-based fusion mechanism for breast tumor segmentation	76
A deep learning self-attention cross residual network with Info-WGANGP for mitotic cell identification in HEp-2 medical microscopic images	76
Information transfer rate in BCIs: Towards tightly integrated symbiosis	76
TranSEFusionNet: Deep fusion network for colorectal polyp segmentation	76
Automatic aid diagnosis report generation for lumbar disc MR image based on lightweight artificial neural networks	75
Reproducibility analysis of functional connectivity measures for application in motor imagery BCIs	75
Detection of auditory brainstem response peaks using image processing techniques in infants with normal hearing sensitivity	75
SCNet: A spatial feature fused convolutional network for multi-channel EEG pathology detection	74
Sleep position classification with a compact pressure textile sensor mattress using convolutional neural networks	74
Convenient prediction of TcPO2 level using machine learning techniques with the PPG signal’s characteristic features	73
GAN-based super-resolution for confocal superficial eyelid imaging: Real-time, domain generalization, and noise robustness	73
Decomposing photoplethysmogram waveforms into systolic and diastolic waves, with application to hyperbaric environments	73
Spatial and task attention network for treatment response prediction in locally advanced cervical cancer radiotherapy	73
Attention-guided residual W-Net for supervised cardiac magnetic resonance imaging segmentation	73
White blood cell automatic classification using deep learning and optimized quaternion hybrid moments	72
SRT: Improved transformer-based model for classification of 2D heartbeat images	72
A new method of detecting the characteristic waves and their onset and end in electrocardiogram signals	71
CNAC-Seg: Effective segmentation for cervical nuclei in adherent cells and clusters via exploring gaps of receptive fields	71

Pulse rate estimation from forehead photoplethysmograph signal using RLS adaptive filtering with dynamical reference signal	70
A fusion algorithm based on composite decomposition for PET and MRI medical images	69
1D-FHRNet: Automatic Diagnosis of Fetal Acidosis from Fetal Heart Rate Signals	68
Diagnosis of Parkinson’s disease using higher order statistical analysis of alpha and beta rhythms	68
Continuous non-invasive arterial blood pressure monitoring with photoplethysmography via SE-MSResUNet network	68
Comprehending the impact of deep learning algorithms on optimizing for recurring impediments associated with stress prediction using ECG data through statistical analysis	68
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]	67
Spoken and Inner Speech-related EEG Connectivity in Different Spatial Direction	67
Automatic detection of obstructive and restrictive lung disease from features extracted from ECG and ECG derived respiration signals	66
Efficient ROI-based compression of mammography images	66
Recognition of EEG based on Improved Black Widow Algorithm optimized SVM	66
Motor imagery EEG signal classification using image processing technique over GoogLeNet deep learning algorithm for controlling the robot manipulator	66
MMUNet: Morphological feature enhancement network for colon cancer segmentation in pathological images	66
Edge device based efficient data collection in smart health monitoring system using wireless body area network	66
A general framework for the assessment of scatter correction techniques in digital mammography	65
Deep integrated pipeline of segmentation guided classification of breast cancer from ultrasound images	64
Detection of Interictal epileptiform discharges with semi-supervised deep learning	64
Parkinson’s disease detection from voice signals using adaptive frequency attribute topology	64
Width-wise vessel bifurcation for improved retinal vessel segmentation	64
Networked information interactions in schizophrenia magnetoencephalograms based on permutation transfer entropy	64
Anterior cruciate ligament tear detection based on deep belief networks and improved honey badger algorithm	64
Automatic detection of Alzheimer’s disease from EEG signals using hybrid PSO-GWO algorithm	63
A novel approach to biomechanical modeling: CT image weight initialization and Physics Informed Neural Networks	63
Molecular subtype classification of breast cancer in digital breast tomosynthesis using the cross-window Transformer	63
Automatic control of mean arterial pressure based on a baroreflex-feedback cardiovascular model	62
Multi kernel cross sparse graph attention convolutional neural network for brain magnetic resonance imaging super-resolution	62
EEG-based emotion classification Model: Combined model with improved score level fusion	61
Integrated TSVM-TSK fusion for enhanced EEG-based epileptic seizure detection: Robust classifier with competitive learning	61
Heuristically Improvised rice disease classification framework based on adaptive segmentation with the fusion of LSTM layer into Multi-Scale Residual attention Network	61
Multi-task parallel with feature sharing integrated 3D U-Nets for Glioma Segmentation	60
Parametric Bi-invariant Learning for Improved Precision in 2D/3D Image Registration	60
Jump motion intention recognition and brain activity analysis based on EEG signals and Vision Transformer model	60
Improved LSTM-Squeeze Net Architecture for brain activity detection using EEG with improved feature set	60
Identification of blood loss based on multiple physiological parameters	59
Interpretable Coronary Heart Disease Syndrome Differentiation and Identification Based on Pulse Signal	59
Deep-stratification of the cardiovascular risk by ultrasound carotid artery images	59
DCentNet: Decentralized multistage biomedical signal classification using early exits	59
Screening diabetic retinopathy and exudates in retinal images using dual functional convolutional neural networks	58
Auto-segmentation of pancreatic tumor in multi-modal image using transferred DSMask R-CNN network	58
GADM: Data augmentation using Generative Adversarial Diffusion Model for pulse-based disease identification	58
Deep learning based automatic seizure prediction with EEG time-frequency representation	58
Advanced detection of cardiac arrhythmias using a three-stage CBD filter and a multi-scale approach in a combined deep learning model	57
Restoration of missing or low-quality 12-lead ECG signals using ensemble deep-learning model with optimal combination	57
Integrating imaging and genetic data via wavelet transform-based CNN for Alzheimer ’s disease classification	57
Multi-source domain separation adversarial domain adaptation for EEG emotion recognition	57
Alzheimer disease classification using optimal clustering based pre-trained SqueezeNet model	57
Heterogeneous soft tissue deformation model based on cellular neural networks: Application in pulmonary hamartomas surgery	57
RETRACTED: Deep learning network (DL-Net) based classification and segmentation of multi-class retinal diseases using OCT scans	57
Addressing intra-subject variability in electrocardiogram-based biometric systems through a hybrid architecture	57
A deep learning method for contactless emotion recognition from ballistocardiogram	56
Spectral separation of evoked and spontaneous cortical activity, Part 1: Delta to high gamma band	56
Analysis of EEG signals using deep learning to highlight effects of vibration-based therapy on brain	56
CABMNet: An adaptive two-stage deep learning network for optimized spatial and temporal analysis in fall detection	56
A CAD system design using iteratively reweighted fuzzy c-means and deep tree training for Alzheimer's disease diagnosis	56
Patch-based interpretable deep learning framework for Alzheimer’s disease diagnosis using multimodal data	55
Multi-phase locking value: A generalized method for determining instantaneous multi-frequency phase coupling	55
MFCC-based Recurrent Neural Network for automatic clinical depression recognition and assessment from speech	55
A switched-gain nonlinear observer for estimation of thoracoabdominal displacements and detection of asynchrony	55
Feature extraction for abnormality detection in capsule endoscopy images	55
Gaussian regressed generative adversarial network based hermitian extreme gradient boosting for plant leaf disease detection	55
Reproducible and generalizable speech emotion recognition via an Intelligent Fusion Network	54
Time–frequency domain machine learning for detection of epilepsy using wearable EEG sensor signals recorded during physical activities	54
ARM-Net: Attention-guided residual multiscale CNN for multiclass brain tumor classification using MR images	54
Computer-aided diagnosis system for cardiac disorders using variational mode decomposition and novel cepstral quinary patterns	54
An end-to-end model for ECG signals classification based on residual attention network	54
A triple-shallow CNN with genetic algorithm channel selection method for classifying EEG complex limb movements	54
DFENet: A dual-branch feature enhanced network integrating transformers and convolutional feature learning for multimodal medical image fusion	53
An optimized bidirectional vision transformer based colorectal cancer detection using histopathological images	53
Active source-free domain adaptation for intracranial EEG classification via neighborhood uncertainty and diversity	53
An automatic tumour growth prediction based segmentation using full resolution convolutional network for brain tumour	53
Brain tumor classification utilizing deep features derived from high-quality regions in MRI images	53
A synergistic framework for histopathologic cancer detection using Epicurve Search –PSB model with surrosec Optimizer	52
Double closed-loop feedback control strategy for enhanced external counterpulsation to regulate hemodynamic response of human common carotid artery	52
An innovative transfer learning-polyp detection from wireless capsule endoscopy videos with optimal key frame selection and depth estimation	52
Brain tumor detection with bi-directional cascade Gaussian kernel feature-generative adversarial networks	52
Symmetric deformable image pairwise registration by optimizing neural fields network architectures for guaranteeing transformations consistency	52
SEER-net: Simple EEG-based Recognition network	52
SAStainDiff: Self-supervised stain normalization by stain augmentation using denoising diffusion probabilistic models	52
ALIEN: Attention-guided cross-resolution collaborative network for 3D gastric cancer segmentation in CT images	51
Enhancing spatial auditory attention decoding with wavelet-based prototype training	51

DFU-FuzzyLiteUNet: A lightweight u-net with Fuzzy sigmoid and lite transformer for diabetic foot ulcer segmentation	51
EOG Artifacts Suppression From single channel EEG Signals by VME-GMETV model	51
Self-supervised inter–intra period-aware ECG representation learning for detecting atrial fibrillation	51
Time-reassigned adaptive fourier synchrosqueezing transform with globally optimal window length	51
Enhancing multiple sclerosis diagnosis and prognosis through a dual Patch-Wise CNN architecture	50
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	50
MMIF-VAEFusion: An end-to-end multi-modal medical image fusion network using vector quantized variational auto-encoder	50
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	50
A novel noninvasive method for dynamic cerebral autoregulation monitoring based on near-field coupling	50
Dual Branch Network Based on Multi-Directional Feature Cross Fusion for Carotid Plaque and Vessel Co-Segmentation	50
Efficient contact-based registration for minimally invasive anterior hip arthroplasty	50
Arrhythmogenic sites identification in post-ischemic ventricular tachycardia electrophysiological studies by explainable deep learning	49
Broad learning solution for rapid diagnosis of COVID-19	49
Channel-annotated deep learning for enhanced interpretability in EEG-based seizure detection	49
Challenges and artificial intelligence solutions for clinically optimal hepatic venous vessel segmentation	48
S3AR U-Net: A separable squeezed similarity attention-gated residual U-Net for glottis segmentation	48
Bi-DenseNet: Automatic recognition of ocular surface disease using smartphone imaging	48
Estimating muscle force based on a neuromuscular decoding approach adaptive to fatigue conditions	48
FCS-TPNet: Fusion of fNIRS chromophore signals to construct temporal-spatial graph representation for topological networks	48
MRI super-resolution reconstruction based on 3D dense connected convolutional autoencoders	47
A fully automatic model for premature ventricular heartbeat arrhythmia classification using the Internet of Medical Things	47
Bounding boxes for weakly-supervised breast cancer segmentation in DCE-MRI	47
DLT-Embryo: A Dual-branch Local feature fusion enhanced Transformer for Embryo multi-stage classification	47
Enhancing online education recommendations through clustering-driven deep learning	47
COVID-19 disease detection using attention based Bi-Directional capsule network model	47
Anterior cruciate ligament tear detection using gated recurrent unit and flexible fitness dependent optimizer	47
Elevated correlations in cardiac–neural dynamics: An impact of mantra meditation on stress alleviation	47
A spatiotemporal symmetrical transformer structure for EEG emotion recognition	47
A time-frequency map generation network embedded with spectral self-attention for motor imagery classification	47
Designing controllers for hand tremor suppression using model simplification	47
Detection of sperm cells by single-stage and two-stage deep object detectors	47
Exploring emotional experiences and dataset construction in the era of short videos based on physiological signals	47
A dual-purpose deep learning model for auscultated lung and tracheal sound analysis based on mixed set training	46
MIF-BTF-MRN: Medical image fusion based on the bilateral texture filter and transfer learning with the ResNet-101 network	46
Hybrid capsule_CNN for depression detection based sentiment classification using review data	46
A tandem white shark algorithm approach for optimizing drug–disease and drug–drug interactions in multimorbidity and polypharmacy	46
Signal-to-noise ratio is more important than sampling rate in beat-to-beat interval estimation from optical sensors	46
Automatic 2D/3D spine registration based on two-step transformer with semantic attention and adaptive multi-dimensional loss function	46
A blood pressure estimation approach based on single-channel photoplethysmography differential features	46
Learning discriminative functional connectivity networks for identifying Autism spectrum disorder	46
Data augmentation and hierarchical classification to support the diagnosis of neuropathies based on time series analysis	46
Analysis of time series of surface electromyography and accelerometry in dogs	46
LAMFFNet: Lightweight Adaptive Multi-layer Feature Fusion network for medical image segmentation	46
Improving intrusion detection in cloud-based healthcare using neural network	46
IMFF-Net: An integrated multi-scale feature fusion network for accurate retinal vessel segmentation from fundus images	46
Left atrial overload detection in ECG using frequency domain features with machine learning and deep learning algorithms	45
Dynamic personalized human body energy expenditure: Prediction using time series forecasting LSTM models	45
Identification the immune related marker genes and transcription-factor network in ruptured cerebral aneurysms using bioinformatics analysis and machine-learning strategies	45
Short-term paroxysmal atrial fibrillation detection with intra- and inter-patient paradigm based on R-R intervals	45
Analysis of the Clever Hans effect in COVID-19 detection using Chest X-Ray images and Bayesian Deep Learning	45
Deep-learning based triple-stage framework for MRI-CT cross-modality gross tumor volume (GTV) segmentation for rectal cancer neoadjuvant radiotherapy	45
Application of novel DIRF feature selection algorithm for automated brain disease detection	44
COVID-19 CT image denoising algorithm based on adaptive threshold and optimized weighted median filter	44
Cross Pyramid Transformer makes U-net stronger in medical image segmentation	44
Supervised categorized principal component analysis for imagined speech classification via applying singular value decomposition on a symmetry matrix	44
Deep BiLSTM neural network model for emotion detection using cross-dataset approach	44
Ensemble deep learning model for dimensionless respiratory airflow estimation using respiratory sound	44
Time-resolved EEG signal analysis for motor imagery activity recognition	44
SPLAL: Similarity-based pseudo-labeling with alignment loss for semi-supervised medical image classification	44
A coarse-to-fine full attention guided capsule network for medical image segmentation	44
Considering the effect of correlation between the channels in multivariate detectors for evoked responses in the electroencephalogram	44
Decoding SSVEP patterns from EEG via multivariate variational mode decomposition-informed canonical correlation analysis	43
A hybrid deep CNN-Cov-19-Res-Net Transfer learning architype for an enhanced Brain tumor Detection and Classification scheme in medical image processing	43
Dynamical system modelling to discriminate tissue types for bipolar electrosurgery	43
An automatic method for microscopic diagnosis of diseases based on URCNN	43
Dual attention-guided and learnable spatial transformation data augmentation multi-modal unsupervised medical image segmentation	43
Learning contextual representations with copula function for medical image segmentation	43
Effective use of prior information for high-performance embryo grading	43
TS-TWC: A time series representation learning framework based on Time-Wavelet contrasting	43
Graph denoising of impulsive EEG signals and the effect of their graph representation	43
A novel analytical method to measure intra-individual variability of steady-state evoked potentials; new insights into attention deficit	43
Classification of intracranial hemorrhage CT images based on texture analysis using ensemble-based machine learning algorithms: A comparative study	43
Preoperative path planning algorithm for lung puncture biopsy based on path constraint and multidimensional space distance optimization	42
SAR-CGAN: Improved generative adversarial network for EIT reconstruction of lung diseases	42
Solving the inverse problem based on UPEMD for electrocardiographic imaging	42
Sparse spectrum based swarm decomposition for robust nonstationary signal analysis with application to sleep apnea detection from EEG	42
Automatic detection of Alzheimer’s disease from EEG signals using low-complexity orthogonal wavelet filter banks	42
Adjacent slices feature transformer network for single anisotropic 3D brain MRI image super-resolution	42
Single-channel surface electromyography signal classification with variational mode decomposition and entropy feature for lower limb movements recognition	41
White-light endoscopic colorectal lesion detection based on improved YOLOv7	41
Audio-video database from subacute stroke patients for dysarthric speech intelligence assessment and preliminary analysis	41
Real-time continuous EOG-based gaze angle estimation with baseline drift compensation under non-stationary head conditions	41
A CAD system design for Alzheimer's disease diagnosis using temporally consistent clustering and hybrid deep learning models	41
Unsupervised metal artifacts reduction network for CT images based on efficient transformer	41
A novel method using Covid-19 dataset and machine learning algorithms FOR THE MOST ACCURATE DIAGNOSIS that can be obtained in medical diagnosis	41
HCA-former: Hybrid Convolution Attention Transformer for 3D Medical Image Segmentation	41
Sleep staging using semi-unsupervised clustering of EEG: Application to REM sleep behavior disorder	41
Enhancing wrist abnormality detection with YOLO: Analysis of state-of-the-art single-stage detection models	40
Safe-level SMOTE method for handling the class imbalanced problem in electroencephalography dataset of adult anxious state	40
COVID-19 chest X-ray detection through blending ensemble of CNN snapshots	40
An efficient classification of cirrhosis liver disease using hybrid convolutional neural network-capsule network	40
ViT transfer learning for fMRI (VTFF): A highway to achieve superior performance for multi-classification of cognitive decline	40
Edge-guided and hierarchical aggregation network for robust medical image segmentation	40
Towards an efficient system for hyperthermia treatment of breast tumors	40
Improving pneumonia diagnosis with high-accuracy CNN-Based chest X-ray image classification and integrated gradient	40