Biomedical Signal Processing and Control

Article	Citations
Analyzing the effect of postural change on heart rate variability using multi-distance sample entropy (MDSE)	239
Domain-specific trained model to auto grade AV Nicking severity level	183
General probability distribution model for wireless body sensors in the medical monitoring system	180
Effects of number of maxima and electrical dynamic range on speech-in-noise perception with an “n-of-m” cochlear-implant strategy	170
Lesion-specific exposure parameters for breast cancer diagnosis on digital breast tomosynthesis and full-field digital mammography	169
Compressed ECG sensing based heart rate asymmetry analysis for energy-constrained fast health monitoring	165
Assessment of blood flow parameters in a hybrid-digital model of the cardiovascular system applying recurrent neural networks	164
Clinical knowledge integrated multi-task learning network for breast tumor segmentation and pathological complete response prediction	154
Computer-aided diagnosis of spinal deformities based on keypoints detection in human back depth images	153
Corrigendum to “An enhanced ResNet deep learning method for multimodal signal-based locomotion intention recognition” [Biomed. Signal Process. Control 101 (2025) 107254]	149
Global Partition with Local Enhancement network for multitask learning of malignant melanoma	140
Enhancing breast cancer histopathological image classification: The impact of stain normalization on multilevel feature extraction	137
Attention-guided residual W-Net for supervised cardiac magnetic resonance imaging segmentation	132
Information transfer rate in BCIs: Towards tightly integrated symbiosis	130
MFSleepNet: A multi-receptive field sleep networks for sleep stage classification	126
Pulse rate estimation from forehead photoplethysmograph signal using RLS adaptive filtering with dynamical reference signal	118
FeDNet: Feature Decoupled Network for polyp segmentation from endoscopy images	117
SDLU-Net: A similarity-based dynamic linking network for the automated segmentation of abdominal aorta aneurysms and branching vessels	112
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]	112
Reproducibility analysis of functional connectivity measures for application in motor imagery BCIs	110
Convenient prediction of TcPO2 level using machine learning techniques with the PPG signal’s characteristic features	110
Robust parameter strategy for Wiener-based binaural noise reduction methods in hearing aids	109
A mechatronic test-bench to investigate the impact of ventricular pulsation in hydrocephalus	109
Multicentric prototype and pseudo-labeling based source-free domain adaptation for Alzheimer’s disease classification	107
A deep learning method for contactless emotion recognition from ballistocardiogram	103

Decomposing photoplethysmogram waveforms into systolic and diastolic waves, with application to hyperbaric environments	102
White blood cell automatic classification using deep learning and optimized quaternion hybrid moments	101
Weakly supervised object detection for automatic tooth-marked tongue recognition	99
ECG denoising based on successive local filtering	99
A general framework for the assessment of scatter correction techniques in digital mammography	99
TranSEFusionNet: Deep fusion network for colorectal polyp segmentation	98
A triple-shallow CNN with genetic algorithm channel selection method for classifying EEG complex limb movements	93
EEG-based emotion classification Model: Combined model with improved score level fusion	91
Auto-segmentation of pancreatic tumor in multi-modal image using transferred DSMask R-CNN network	91
Detection of Interictal epileptiform discharges with semi-supervised deep learning	89
Online adaptive classification system for brain–computer interface based on error-related potentials and neurofeedback	87
MSRT-DETR: A novel RT-DETR model with multi-scale feature sequence for cell detection	86
Feature-enhanced multi-sequence MRI-based fusion mechanism for breast tumor segmentation	85
ECG-based expert-knowledge attention network to tachyarrhythmia recognition	85
An intelligent heart disease prediction system using hybrid deep dense Aquila network	84
Gaussian regressed generative adversarial network based hermitian extreme gradient boosting for plant leaf disease detection	84
MFCC-based Recurrent Neural Network for automatic clinical depression recognition and assessment from speech	83
Modelling and analysis of orthoses generated whole-body vertical vibrations impact on limb stability and compliant dynamics in a ramp gait	82
Detection of auditory brainstem response peaks using image processing techniques in infants with normal hearing sensitivity	82
Networked information interactions in schizophrenia magnetoencephalograms based on permutation transfer entropy	82
A deep learning self-attention cross residual network with Info-WGANGP for mitotic cell identification in HEp-2 medical microscopic images	82
SCNet: A spatial feature fused convolutional network for multi-channel EEG pathology detection	81
Diagnosis of Parkinson’s disease using higher order statistical analysis of alpha and beta rhythms	81
Integrating imaging and genetic data via wavelet transform-based CNN for Alzheimer ’s disease classification	81
A CAD system design using iteratively reweighted fuzzy c-means and deep tree training for Alzheimer's disease diagnosis	79
Parkinson’s disease detection from voice signals using adaptive frequency attribute topology	77
Attention gated tensor neural network architectures for speech emotion recognition	77
Deep learning based automatic seizure prediction with EEG time-frequency representation	76
Knowledge distillation-based deep learning classification network for peripheral blood leukocytes	76
Comprehending the impact of deep learning algorithms on optimizing for recurring impediments associated with stress prediction using ECG data through statistical analysis	75
Modality encoded latent dataset for emotion recognition	75
Restoration of missing or low-quality 12-lead ECG signals using ensemble deep-learning model with optimal combination	75
Analyzing subcortical structures in Alzheimer's disease using ensemble learning	75
Segmentation of patchy areas in biomedical images based on local edge density estimation	74
Automatic diagnosis of newly emerged heart failure from serial electrocardiography by repeated structuring & learning procedure	72
Computer-aided diagnosis system for cardiac disorders using variational mode decomposition and novel cepstral quinary patterns	72
Multi-phase locking value: A generalized method for determining instantaneous multi-frequency phase coupling	72
Automatic detection of Alzheimer’s disease from EEG signals using hybrid PSO-GWO algorithm	72
Sleep position classification with a compact pressure textile sensor mattress using convolutional neural networks	72
Advanced detection of cardiac arrhythmias using a three-stage CBD filter and a multi-scale approach in a combined deep learning model	72
GAN-based super-resolution for confocal superficial eyelid imaging: Real-time, domain generalization, and noise robustness	72
Modality-level cross-connection and attentional feature fusion based deep neural network for multi-modal brain tumor segmentation	72
GMetaNet: Multi-scale ghost convolutional neural network with auxiliary MetaFormer decoding path for brain tumor segmentation	71
Alzheimer’s disease classification using pre-trained deep networks	71
Molecular subtype classification of breast cancer in digital breast tomosynthesis using the cross-window Transformer	71
Alzheimer disease classification using optimal clustering based pre-trained SqueezeNet model	70
ECG data compression using the formation of QRS-complex segment bank and integer DCT-based plateau region processing	70
Spectral separation of evoked and spontaneous cortical activity, Part 1: Delta to high gamma band	69
The oscillating pulse arrival time as a physiological explanation regarding the difference between ECG- and Photoplethysmogram-derived heart rate variability parameters	69
SRT: Improved transformer-based model for classification of 2D heartbeat images	67

EEG-based visual stimuli classification via reusable LSTM	66
CABMNet: An adaptive two-stage deep learning network for optimized spatial and temporal analysis in fall detection	65
Brain tumor classification utilizing deep features derived from high-quality regions in MRI images	65
A new method of detecting the characteristic waves and their onset and end in electrocardiogram signals	65
Improved LSTM-Squeeze Net Architecture for brain activity detection using EEG with improved feature set	65
Research on the lateralization of brain functional complexity in mild cognitive impairment-Alzheimer’s disease progression based on multiscale lateralized brain entropy	65
Anterior cruciate ligament tear detection based on deep belief networks and improved honey badger algorithm	65
RETRACTED: Deep learning network (DL-Net) based classification and segmentation of multi-class retinal diseases using OCT scans	64
Bias correction of intensity inhomogeneous images hybridized with superpixel segmentation	64
Patch-based interpretable deep learning framework for Alzheimer’s disease diagnosis using multimodal data	64
Integrated TSVM-TSK fusion for enhanced EEG-based epileptic seizure detection: Robust classifier with competitive learning	64
A fusion algorithm based on composite decomposition for PET and MRI medical images	64
Multi kernel cross sparse graph attention convolutional neural network for brain magnetic resonance imaging super-resolution	63
An imbalance-aware nuclei segmentation methodology for H&E stained histopathology images	63
Feature extraction for abnormality detection in capsule endoscopy images	63
DFENet: A dual-branch feature enhanced network integrating transformers and convolutional feature learning for multimodal medical image fusion	63
Spoken and Inner Speech-related EEG Connectivity in Different Spatial Direction	62
EEG emotion recognition using attention-based convolutional transformer neural network	62
Implementation of decision tree and Mamdani fuzzy inference system for Erythropoietin resistance prediction	62
Time–frequency domain machine learning for detection of epilepsy using wearable EEG sensor signals recorded during physical activities	62
Active source-free domain adaptation for intracranial EEG classification via neighborhood uncertainty and diversity	61
ARM-Net: Attention-guided residual multiscale CNN for multiclass brain tumor classification using MR images	61
Holographic convolutional attention neural network for motor imagery decoding based on EEG temporal–spatial frequency features	61
Design and performance evaluation method of wearable hip joint power-assisted exoskeleton	61
Continuous non-invasive arterial blood pressure monitoring with photoplethysmography via SE-MSResUNet network	59
Single-lead ECG recordings modeling for end-to-end recognition of atrial fibrillation with dual-path RNN	59
Automatic aid diagnosis report generation for lumbar disc MR image based on lightweight artificial neural networks	59
1D-FHRNet: Automatic Diagnosis of Fetal Acidosis from Fetal Heart Rate Signals	59
Parametric Bi-invariant Learning for Improved Precision in 2D/3D Image Registration	58
Jump motion intention recognition and brain activity analysis based on EEG signals and Vision Transformer model	58
Addressing intra-subject variability in electrocardiogram-based biometric systems through a hybrid architecture	58
Interpretable Coronary Heart Disease Syndrome Differentiation and Identification Based on Pulse Signal	57
Statistical analysis on multi-factors of dynamic plantar pressure to normal subjects	57
Deep-stratification of the cardiovascular risk by ultrasound carotid artery images	57
Identification of blood loss based on multiple physiological parameters	57
Automated screening of COVID-19 using two-dimensional variational mode decomposition and locally linear embedding	57
Multi-task parallel with feature sharing integrated 3D U-Nets for Glioma Segmentation	57
Edge device based efficient data collection in smart health monitoring system using wireless body area network	56
DCentNet: Decentralized multistage biomedical signal classification using early exits	56
Cataract detection and visualization based on multi-scale deep features by RINet tuned with cyclic learning rate hyperparameter	56
GADM: Data augmentation using Generative Adversarial Diffusion Model for pulse-based disease identification	56
Heterogeneous soft tissue deformation model based on cellular neural networks: Application in pulmonary hamartomas surgery	56
Heuristically Improvised rice disease classification framework based on adaptive segmentation with the fusion of LSTM layer into Multi-Scale Residual attention Network	55
CNAC-Seg: Effective segmentation for cervical nuclei in adherent cells and clusters via exploring gaps of receptive fields	55
milVAD: A bag-level MNIST modelling of voice activity detection using deep multiple instance learning	55
SSMDA: Semi-supervised multi-source domain adaptive autism prediction model using neuroimaging	55
Screening diabetic retinopathy and exudates in retinal images using dual functional convolutional neural networks	55
Phase-constrained reconstruction method with compressed sensing for multi-parametric quantitative magnetic resonance imaging	55
An automatic tumour growth prediction based segmentation using full resolution convolutional network for brain tumour	55
Analysis of EEG signals using deep learning to highlight effects of vibration-based therapy on brain	55
Spatial and task attention network for treatment response prediction in locally advanced cervical cancer radiotherapy	54
A simple self-supervised ECG representation learning method via manipulated temporal–spatial reverse detection	53
Efficient ROI-based compression of mammography images	53
An SSVEP-based BCI with LEDs visual stimuli using dynamic window CCA algorithm	53
MMUNet: Morphological feature enhancement network for colon cancer segmentation in pathological images	52
Recognition of EEG based on Improved Black Widow Algorithm optimized SVM	52
Combining the neural mass model and Hodgkin–Huxley formalism: Neuronal dynamics modelling	52
Denoising of ECG signals using weighted stationary wavelet total variation	52
Motor imagery EEG signal classification using image processing technique over GoogLeNet deep learning algorithm for controlling the robot manipulator	52
Performance evaluation of optimal ensemble learning approaches with PCA and LDA-based feature extraction for heart disease prediction	52
Width-wise vessel bifurcation for improved retinal vessel segmentation	52
A switched-gain nonlinear observer for estimation of thoracoabdominal displacements and detection of asynchrony	52
Deep-learning based triple-stage framework for MRI-CT cross-modality gross tumor volume (GTV) segmentation for rectal cancer neoadjuvant radiotherapy	51
Heart rate prediction from facial video with masks using eye location and corrected by convolutional neural networks	51
Deep integrated pipeline of segmentation guided classification of breast cancer from ultrasound images	51
An optimized bidirectional vision transformer based colorectal cancer detection using histopathological images	51
An end-to-end model for ECG signals classification based on residual attention network	51
DLT-Embryo: A Dual-branch Local feature fusion enhanced Transformer for Embryo multi-stage classification	51
Automatic detection of obstructive and restrictive lung disease from features extracted from ECG and ECG derived respiration signals	51
TS-TWC: A time series representation learning framework based on Time-Wavelet contrasting	50
Adjacent slices feature transformer network for single anisotropic 3D brain MRI image super-resolution	50
Detection of sperm cells by single-stage and two-stage deep object detectors	50
Left atrial overload detection in ECG using frequency domain features with machine learning and deep learning algorithms	50
Symmetric deformable image pairwise registration by optimizing neural fields network architectures for guaranteeing transformations consistency	50
A coarse-to-fine full attention guided capsule network for medical image segmentation	49
Research on emotion recognition of bimodal bioelectrical features based on D-S evidence theory	49
Designing controllers for hand tremor suppression using model simplification	49
Considering the effect of correlation between the channels in multivariate detectors for evoked responses in the electroencephalogram	49
A synergistic framework for histopathologic cancer detection using Epicurve Search –PSB model with surrosec Optimizer	49
COVID-19 chest X-ray detection through blending ensemble of CNN snapshots	49

Convolutional neural network-based fast seizure detection from video electroencephalograms	49
Bounding boxes for weakly-supervised breast cancer segmentation in DCE-MRI	49
An innovative transfer learning-polyp detection from wireless capsule endoscopy videos with optimal key frame selection and depth estimation	48
Elevated correlations in cardiac–neural dynamics: An impact of mantra meditation on stress alleviation	48
Short-term paroxysmal atrial fibrillation detection with intra- and inter-patient paradigm based on R-R intervals	48
Identification the immune related marker genes and transcription-factor network in ruptured cerebral aneurysms using bioinformatics analysis and machine-learning strategies	48
SEER-net: Simple EEG-based Recognition network	47
Brain tumor detection with bi-directional cascade Gaussian kernel feature-generative adversarial networks	47
Edge computing for diabetic early disease prediction based on optimized ensemble boosting Fuzzified neural network using recursive support vector feature selection	47
Supervised categorized principal component analysis for imagined speech classification via applying singular value decomposition on a symmetry matrix	47
Dual attention-guided and learnable spatial transformation data augmentation multi-modal unsupervised medical image segmentation	47
SAStainDiff: Self-supervised stain normalization by stain augmentation using denoising diffusion probabilistic models	47
Data augmentation and hierarchical classification to support the diagnosis of neuropathies based on time series analysis	47
Improving intrusion detection in cloud-based healthcare using neural network	46
Real-time continuous EOG-based gaze angle estimation with baseline drift compensation under non-stationary head conditions	46
Diffusion based comprehensive approach for highly contaminated electrocardiogram segmentation	46
EOG Artifacts Suppression From single channel EEG Signals by VME-GMETV model	46
A novel analytical method to measure intra-individual variability of steady-state evoked potentials; new insights into attention deficit	46
Small-world properties of eye-movement time series assisted in identifying children at high risk for dyslexia	46
Preoperative path planning algorithm for lung puncture biopsy based on path constraint and multidimensional space distance optimization	46
Improving pneumonia diagnosis with high-accuracy CNN-Based chest X-ray image classification and integrated gradient	46
Double closed-loop feedback control strategy for enhanced external counterpulsation to regulate hemodynamic response of human common carotid artery	46
Self-supervised inter–intra period-aware ECG representation learning for detecting atrial fibrillation	45
Enhancing spatial auditory attention decoding with wavelet-based prototype training	45
Time-reassigned adaptive fourier synchrosqueezing transform with globally optimal window length	45
DFU-FuzzyLiteUNet: A lightweight u-net with Fuzzy sigmoid and lite transformer for diabetic foot ulcer segmentation	45
Cross Pyramid Transformer makes U-net stronger in medical image segmentation	45
IMFF-Net: An integrated multi-scale feature fusion network for accurate retinal vessel segmentation from fundus images	45
Analysis of time series of surface electromyography and accelerometry in dogs	45
ALIEN: Attention-guided cross-resolution collaborative network for 3D gastric cancer segmentation in CT images	45
Addressing smartphone mismatch in Parkinson’s disease detection aid systems based on speech	45
A novel method using Covid-19 dataset and machine learning algorithms FOR THE MOST ACCURATE DIAGNOSIS that can be obtained in medical diagnosis	45
MMIF-VAEFusion: An end-to-end multi-modal medical image fusion network using vector quantized variational auto-encoder	44
HCA-former: Hybrid Convolution Attention Transformer for 3D Medical Image Segmentation	44
MAFNet: A deep multi-scale attentive fusion network for virtual osteotomy of maxillofacial bones in CT images containing metal artifacts	44
Study on multidimensional emotion recognition fusing dynamic brain network features in EEG signals	44
Sinusoidal model-based diagnosis of the common cold from the speech signal	43
Ensemble of ghost convolution block with nested transformer encoder for dense object recognition	43
A novel noninvasive method for dynamic cerebral autoregulation monitoring based on near-field coupling	43
Enhancing multiple sclerosis diagnosis and prognosis through a dual Patch-Wise CNN architecture	43
An efficient classification of cirrhosis liver disease using hybrid convolutional neural network-capsule network	43
Time-resolved EEG signal analysis for motor imagery activity recognition	43
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	43
White-light endoscopic colorectal lesion detection based on improved YOLOv7	43
Solving the inverse problem based on UPEMD for electrocardiographic imaging	43
Dynamical system modelling to discriminate tissue types for bipolar electrosurgery	43
An automatic method for microscopic diagnosis of diseases based on URCNN	43
Efficient contact-based registration for minimally invasive anterior hip arthroplasty	43
Signal-to-noise ratio is more important than sampling rate in beat-to-beat interval estimation from optical sensors	42
GDF-Net: A multi-task symmetrical network for retinal vessel segmentation	42
Efficient semi-supervised hierarchical training for segmenting choroidal vessels and other structures on OCT images of multiple sclerosis patients	42
Edge-guided and hierarchical aggregation network for robust medical image segmentation	42
S3AR U-Net: A separable squeezed similarity attention-gated residual U-Net for glottis segmentation	42
Bi-DenseNet: Automatic recognition of ocular surface disease using smartphone imaging	42
Challenges and artificial intelligence solutions for clinically optimal hepatic venous vessel segmentation	42
Learning contextual representations with copula function for medical image segmentation	42
A dual-purpose deep learning model for auscultated lung and tracheal sound analysis based on mixed set training	42
Broad learning solution for rapid diagnosis of COVID-19	42
FCS-TPNet: Fusion of fNIRS chromophore signals to construct temporal-spatial graph representation for topological networks	42
Ensemble deep learning model for dimensionless respiratory airflow estimation using respiratory sound	42
Localization of brain signals by alternating projection	42
LAMFFNet: Lightweight Adaptive Multi-layer Feature Fusion network for medical image segmentation	42
Channel-annotated deep learning for enhanced interpretability in EEG-based seizure detection	42
Anterior cruciate ligament tear detection using gated recurrent unit and flexible fitness dependent optimizer	41
MRI super-resolution reconstruction based on 3D dense connected convolutional autoencoders	41
Application of novel DIRF feature selection algorithm for automated brain disease detection	41
Audio-video database from subacute stroke patients for dysarthric speech intelligence assessment and preliminary analysis	41
Estimating muscle force based on a neuromuscular decoding approach adaptive to fatigue conditions	41
Unsupervised metal artifacts reduction network for CT images based on efficient transformer	41
Analysis of the Clever Hans effect in COVID-19 detection using Chest X-Ray images and Bayesian Deep Learning	40
A fully automatic model for premature ventricular heartbeat arrhythmia classification using the Internet of Medical Things	40
Decoding SSVEP patterns from EEG via multivariate variational mode decomposition-informed canonical correlation analysis	40
Automatic 2D/3D spine registration based on two-step transformer with semantic attention and adaptive multi-dimensional loss function	40
Electromyographic hand gesture recognition using convolutional neural network with multi-attention	40
A hybrid deep CNN-Cov-19-Res-Net Transfer learning architype for an enhanced Brain tumor Detection and Classification scheme in medical image processing	40
A time-frequency map generation network embedded with spectral self-attention for motor imagery classification	40
Towards an efficient system for hyperthermia treatment of breast tumors	40
Supervised autoregressive eXogenous Networks with Fractional Grünwald–Letnikov finite differences: Tumor Evolution and Immune Responses under Therapeutic Influence fractals model	40
Multi-modal medical image fusion via multi-dictionary and truncated Huber filtering	40
COVID-19 disease detection using attention based Bi-Directional capsule network model	40
ViT transfer learning for fMRI (VTFF): A highway to achieve superior performance for multi-classification of cognitive decline	40
Enhancing online education recommendations through clustering-driven deep learning	40
Sequence signal reconstruction based multi-task deep learning for sleep staging on single-channel EEG	40
Improved detection and analysis of Macular Edema using modified guided image filtering with modified level set spatial fuzzy clustering on Optical Coherence Tomography images	40
Dynamic personalized human body energy expenditure: Prediction using time series forecasting LSTM models	39
GLSNet: A Global Guided Local Feature Stepwise Aggregation Network for polyp segmentation	39
A novel robust Student’s t-based Granger causality for EEG based brain network analysis	39
Automatic detection of Alzheimer’s disease from EEG signals using low-complexity orthogonal wavelet filter banks	39
Optimizing diabetic retinopathy detection with inception-V4 and dynamic version of snow leopard optimization algorithm	39
Sparse spectrum based swarm decomposition for robust nonstationary signal analysis with application to sleep apnea detection from EEG	39
A CAD system design for Alzheimer's disease diagnosis using temporally consistent clustering and hybrid deep learning models	39
Deep BiLSTM neural network model for emotion detection using cross-dataset approach	39
Enhancing wrist abnormality detection with YOLO: Analysis of state-of-the-art single-stage detection models	39
A tandem white shark algorithm approach for optimizing drug–disease and drug–drug interactions in multimorbidity and polypharmacy	38
FBN-TCN: Temporal convolutional neural network based on spatial domain fusion brain networks for affective brain–computer interfaces	38