Biomedical Signal Processing and Control

Article	Citations
Effects of number of maxima and electrical dynamic range on speech-in-noise perception with an “n-of-m” cochlear-implant strategy	219
Domain-specific trained model to auto grade AV Nicking severity level	176
General probability distribution model for wireless body sensors in the medical monitoring system	174
Analyzing the effect of postural change on heart rate variability using multi-distance sample entropy (MDSE)	162
Reproducibility analysis of functional connectivity measures for application in motor imagery BCIs	161
SCNet: A spatial feature fused convolutional network for multi-channel EEG pathology detection	161
Bias correction of intensity inhomogeneous images hybridized with superpixel segmentation	153
Robust parameter strategy for Wiener-based binaural noise reduction methods in hearing aids	152
A switched-gain nonlinear observer for estimation of thoracoabdominal displacements and detection of asynchrony	145
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]	144
SDLU-Net: A similarity-based dynamic linking network for the automated segmentation of abdominal aorta aneurysms and branching vessels	137
Convenient prediction of TcPO2 level using machine learning techniques with the PPG signal’s characteristic features	135
Lesion-specific exposure parameters for breast cancer diagnosis on digital breast tomosynthesis and full-field digital mammography	128
Compressed ECG sensing based heart rate asymmetry analysis for energy-constrained fast health monitoring	126
Assessment of blood flow parameters in a hybrid-digital model of the cardiovascular system applying recurrent neural networks	121
A mechatronic test-bench to investigate the impact of ventricular pulsation in hydrocephalus	118
A fusion algorithm based on composite decomposition for PET and MRI medical images	114
Decomposing photoplethysmogram waveforms into systolic and diastolic waves, with application to hyperbaric environments	112
GAN-based super-resolution for confocal superficial eyelid imaging: Real-time, domain generalization, and noise robustness	108
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	106
MFSleepNet: A multi-receptive field sleep networks for sleep stage classification	104
Feature-enhanced multi-sequence MRI-based fusion mechanism for breast tumor segmentation	103
Cataract detection and visualization based on multi-scale deep features by RINet tuned with cyclic learning rate hyperparameter	101
A simple self-supervised ECG representation learning method via manipulated temporal–spatial reverse detection	99

Sleep position classification with a compact pressure textile sensor mattress using convolutional neural networks	99
Feature and channel selection for designing a regression-based continuous-variable emotion recognition system with two EEG channels	98
Edge device based efficient data collection in smart health monitoring system using wireless body area network	98
Attention gated tensor neural network architectures for speech emotion recognition	98
GADM: Data augmentation using Generative Adversarial Diffusion Model for pulse-based disease identification	95
An intelligent compression system for wireless capsule endoscopy images	95
Efficient ROI-based compression of mammography images	93
Deep-stratification of the cardiovascular risk by ultrasound carotid artery images	88
Active source-free domain adaptation for intracranial EEG classification via neighborhood uncertainty and diversity	88
Implementation of decision tree and Mamdani fuzzy inference system for Erythropoietin resistance prediction	88
Interpretable Coronary Heart Disease Syndrome Differentiation and Identification Based on Pulse Signal	87
DCentNet: Decentralized multistage biomedical signal classification using early exits	86
Parametric Bi-invariant Learning for Improved Precision in 2D/3D Image Registration	84
Analyzing subcortical structures in Alzheimer's disease using ensemble learning	84
A triple-shallow CNN with genetic algorithm channel selection method for classifying EEG complex limb movements	83
Jump motion intention recognition and brain activity analysis based on EEG signals and Vision Transformer model	83
Screening diabetic retinopathy and exudates in retinal images using dual functional convolutional neural networks	82
Heterogeneous soft tissue deformation model based on cellular neural networks: Application in pulmonary hamartomas surgery	80
Continuous non-invasive arterial blood pressure monitoring with photoplethysmography via SE-MSResUNet network	80
A new method of detecting the characteristic waves and their onset and end in electrocardiogram signals	80
milVAD: A bag-level MNIST modelling of voice activity detection using deep multiple instance learning	79
Deep integrated pipeline of segmentation guided classification of breast cancer from ultrasound images	79
Automatic detection of Alzheimer’s disease from EEG signals using hybrid PSO-GWO algorithm	79
Analysis of EEG signals using deep learning to highlight effects of vibration-based therapy on brain	79
Parkinson’s disease detection from voice signals using adaptive frequency attribute topology	78
Spectral separation of evoked and spontaneous cortical activity, Part 1: Delta to high gamma band	78
Diagnosis of Parkinson’s disease using higher order statistical analysis of alpha and beta rhythms	77
Spoken and Inner Speech-related EEG Connectivity in Different Spatial Direction	76
Phase-constrained reconstruction method with compressed sensing for multi-parametric quantitative magnetic resonance imaging	76
SSMDA: Semi-supervised multi-source domain adaptive autism prediction model using neuroimaging	76
Improved LSTM-Squeeze Net Architecture for brain activity detection using EEG with improved feature set	76
Heart rate prediction from facial video with masks using eye location and corrected by convolutional neural networks	75
CNAC-Seg: Effective segmentation for cervical nuclei in adherent cells and clusters via exploring gaps of receptive fields	74
Automated screening of COVID-19 using two-dimensional variational mode decomposition and locally linear embedding	73
The oscillating pulse arrival time as a physiological explanation regarding the difference between ECG- and Photoplethysmogram-derived heart rate variability parameters	72
Automatic detection of obstructive and restrictive lung disease from features extracted from ECG and ECG derived respiration signals	72
Identification of blood loss based on multiple physiological parameters	72
Statistical analysis on multi-factors of dynamic plantar pressure to normal subjects	72
Networked information interactions in schizophrenia magnetoencephalograms based on permutation transfer entropy	71
Detection of auditory brainstem response peaks using image processing techniques in infants with normal hearing sensitivity	71
Multi-task parallel with feature sharing integrated 3D U-Nets for Glioma Segmentation	71
Addressing intra-subject variability in electrocardiogram-based biometric systems through a hybrid architecture	71
Holographic convolutional attention neural network for motor imagery decoding based on EEG temporal–spatial frequency features	70
Automatic diagnosis of newly emerged heart failure from serial electrocardiography by repeated structuring & learning procedure	70
Automatic aid diagnosis report generation for lumbar disc MR image based on lightweight artificial neural networks	70
ECG data compression using the formation of QRS-complex segment bank and integer DCT-based plateau region processing	69
A deep learning self-attention cross residual network with Info-WGANGP for mitotic cell identification in HEp-2 medical microscopic images	69
Alzheimer disease classification using optimal clustering based pre-trained SqueezeNet model	69
Combining the neural mass model and Hodgkin–Huxley formalism: Neuronal dynamics modelling	69
EEG-based emotion classification Model: Combined model with improved score level fusion	68

Multi-phase locking value: A generalized method for determining instantaneous multi-frequency phase coupling	68
An intelligent heart disease prediction system using hybrid deep dense Aquila network	67
Modelling and analysis of orthoses generated whole-body vertical vibrations impact on limb stability and compliant dynamics in a ramp gait	66
Knowledge distillation-based deep learning classification network for peripheral blood leukocytes	65
An SSVEP-based BCI with LEDs visual stimuli using dynamic window CCA algorithm	65
Modality encoded latent dataset for emotion recognition	64
Comprehending the impact of deep learning algorithms on optimizing for recurring impediments associated with stress prediction using ECG data through statistical analysis	64
Weakly supervised object detection for automatic tooth-marked tongue recognition	64
A general framework for the assessment of scatter correction techniques in digital mammography	63
Modality-level cross-connection and attentional feature fusion based deep neural network for multi-modal brain tumor segmentation	63
White blood cell automatic classification using deep learning and optimized quaternion hybrid moments	63
CABMNet: An adaptive two-stage deep learning network for optimized spatial and temporal analysis in fall detection	62
Global Partition with Local Enhancement network for multitask learning of malignant melanoma	62
Width-wise vessel bifurcation for improved retinal vessel segmentation	62
Attention-guided residual W-Net for supervised cardiac magnetic resonance imaging segmentation	62
Gaussian regressed generative adversarial network based hermitian extreme gradient boosting for plant leaf disease detection	61
Computer-aided diagnosis of spinal deformities based on keypoints detection in human back depth images	61
Enhancing breast cancer histopathological image classification: The impact of stain normalization on multilevel feature extraction	61
Clinical knowledge integrated multi-task learning network for breast tumor segmentation and pathological complete response prediction	61
Corrigendum to “An enhanced ResNet deep learning method for multimodal signal-based locomotion intention recognition” [Biomed. Signal Process. Control 101 (2025) 107254]	61
SRT: Improved transformer-based model for classification of 2D heartbeat images	60
Anterior cruciate ligament tear detection based on deep belief networks and improved honey badger algorithm	60
ECG denoising based on successive local filtering	60
Research on the lateralization of brain functional complexity in mild cognitive impairment-Alzheimer’s disease progression based on multiscale lateralized brain entropy	60
Integrating imaging and genetic data via wavelet transform-based CNN for Alzheimer ’s disease classification	60
GMetaNet: Multi-scale ghost convolutional neural network with auxiliary MetaFormer decoding path for brain tumor segmentation	59
FeDNet: Feature Decoupled Network for polyp segmentation from endoscopy images	59
RETRACTED: Deep learning network (DL-Net) based classification and segmentation of multi-class retinal diseases using OCT scans	59
Pulse rate estimation from forehead photoplethysmograph signal using RLS adaptive filtering with dynamical reference signal	59
Recognition of EEG based on Improved Black Widow Algorithm optimized SVM	59
Information transfer rate in BCIs: Towards tightly integrated symbiosis	59
EEG emotion recognition using attention-based convolutional transformer neural network	58
Patch-based interpretable deep learning framework for Alzheimer’s disease diagnosis using multimodal data	58
An automatic tumour growth prediction based segmentation using full resolution convolutional network for brain tumour	57
An end-to-end model for ECG signals classification based on residual attention network	57
Spatial and task attention network for treatment response prediction in locally advanced cervical cancer radiotherapy	57
Alzheimer’s disease classification using pre-trained deep networks	57
Feature extraction for abnormality detection in capsule endoscopy images	56
A CAD system design using iteratively reweighted fuzzy c-means and deep tree training for Alzheimer's disease diagnosis	56
DFENet: A dual-branch feature enhanced network integrating transformers and convolutional feature learning for multimodal medical image fusion	56
Auto-segmentation of pancreatic tumor in multi-modal image using transferred DSMask R-CNN network	56
Time–frequency domain machine learning for detection of epilepsy using wearable EEG sensor signals recorded during physical activities	56
Heuristically Improvised rice disease classification framework based on adaptive segmentation with the fusion of LSTM layer into Multi-Scale Residual attention Network	56
ECG-based expert-knowledge attention network to tachyarrhythmia recognition	55
MSRT-DETR: A novel RT-DETR model with multi-scale feature sequence for cell detection	55
Deep learning based automatic seizure prediction with EEG time-frequency representation	55
MMUNet: Morphological feature enhancement network for colon cancer segmentation in pathological images	54
1D-FHRNet: Automatic Diagnosis of Fetal Acidosis from Fetal Heart Rate Signals	54
Design and performance evaluation method of wearable hip joint power-assisted exoskeleton	54
Brain tumor classification utilizing deep features derived from high-quality regions in MRI images	54
ARM-Net: Attention-guided residual multiscale CNN for multiclass brain tumor classification using MR images	54
Motor imagery EEG signal classification using image processing technique over GoogLeNet deep learning algorithm for controlling the robot manipulator	53
TranSEFusionNet: Deep fusion network for colorectal polyp segmentation	53
Online adaptive classification system for brain–computer interface based on error-related potentials and neurofeedback	53
Performance evaluation of optimal ensemble learning approaches with PCA and LDA-based feature extraction for heart disease prediction	53
Multi kernel cross sparse graph attention convolutional neural network for brain magnetic resonance imaging super-resolution	53
An imbalance-aware nuclei segmentation methodology for H&E stained histopathology images	53
EEG-based visual stimuli classification via reusable LSTM	53
Segmentation of patchy areas in biomedical images based on local edge density estimation	52
Computer-aided diagnosis system for cardiac disorders using variational mode decomposition and novel cepstral quinary patterns	52
MFCC-based Recurrent Neural Network for automatic clinical depression recognition and assessment from speech	52
Integrated TSVM-TSK fusion for enhanced EEG-based epileptic seizure detection: Robust classifier with competitive learning	52
Single-lead ECG recordings modeling for end-to-end recognition of atrial fibrillation with dual-path RNN	52
Detection of Interictal epileptiform discharges with semi-supervised deep learning	52
Restoration of missing or low-quality 12-lead ECG signals using ensemble deep-learning model with optimal combination	52
Advanced detection of cardiac arrhythmias using a three-stage CBD filter and a multi-scale approach in a combined deep learning model	52
Efficient contact-based registration for minimally invasive anterior hip arthroplasty	51
Denoising of ECG signals using weighted stationary wavelet total variation	51
SPLAL: Similarity-based pseudo-labeling with alignment loss for semi-supervised medical image classification	50
A novel noninvasive method for dynamic cerebral autoregulation monitoring based on near-field coupling	50
FBN-TCN: Temporal convolutional neural network based on spatial domain fusion brain networks for affective brain–computer interfaces	50
Dynamical system modelling to discriminate tissue types for bipolar electrosurgery	50
Solving the inverse problem based on UPEMD for electrocardiographic imaging	50
White-light endoscopic colorectal lesion detection based on improved YOLOv7	50
HCA-former: Hybrid Convolution Attention Transformer for 3D Medical Image Segmentation	49
MMIF-VAEFusion: An end-to-end multi-modal medical image fusion network using vector quantized variational auto-encoder	49
Sinusoidal model-based diagnosis of the common cold from the speech signal	49
Exploring emotional experiences and dataset construction in the era of short videos based on physiological signals	49
Time-resolved EEG signal analysis for motor imagery activity recognition	49
MAFNet: A deep multi-scale attentive fusion network for virtual osteotomy of maxillofacial bones in CT images containing metal artifacts	49

Ensemble of ghost convolution block with nested transformer encoder for dense object recognition	49
An efficient classification of cirrhosis liver disease using hybrid convolutional neural network-capsule network	49
A cognitive IoT-based framework for effective diagnosis of COVID-19 using multimodal data	49
Enhancing multiple sclerosis diagnosis and prognosis through a dual Patch-Wise CNN architecture	49
Remote photoplethysmography for heart rate measurement: A review	48
ALIEN: Attention-guided cross-resolution collaborative network for 3D gastric cancer segmentation in CT images	48
IMFF-Net: An integrated multi-scale feature fusion network for accurate retinal vessel segmentation from fundus images	47
Safe-level SMOTE method for handling the class imbalanced problem in electroencephalography dataset of adult anxious state	47
A novel method using Covid-19 dataset and machine learning algorithms FOR THE MOST ACCURATE DIAGNOSIS that can be obtained in medical diagnosis	47
Improving pneumonia diagnosis with high-accuracy CNN-Based chest X-ray image classification and integrated gradient	47
Time-reassigned adaptive fourier synchrosqueezing transform with globally optimal window length	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	47
Cross Pyramid Transformer makes U-net stronger in medical image segmentation	47
Enhancing spatial auditory attention decoding with wavelet-based prototype training	47
Optimizing diabetic retinopathy detection with inception-V4 and dynamic version of snow leopard optimization algorithm	46
Adjacent slices feature transformer network for single anisotropic 3D brain MRI image super-resolution	46
COVID-19 disease detection using attention based Bi-Directional capsule network model	46
Auditory attention decoding from electroencephalography based on long short-term memory networks	46
Unsupervised metal artifacts reduction network for CT images based on efficient transformer	45
SAR-CGAN: Improved generative adversarial network for EIT reconstruction of lung diseases	45
TS-TWC: A time series representation learning framework based on Time-Wavelet contrasting	45
MRI super-resolution reconstruction based on 3D dense connected convolutional autoencoders	45
GDF-Net: A multi-task symmetrical network for retinal vessel segmentation	45
Anterior cruciate ligament tear detection using gated recurrent unit and flexible fitness dependent optimizer	45
Learning contextual representations with copula function for medical image segmentation	45
Automatic detection of Alzheimer’s disease from EEG signals using low-complexity orthogonal wavelet filter banks	44
Motor imagery EEG task recognition using a nonlinear Granger causality feature extraction and an improved Salp swarm feature selection	44
GLSNet: A Global Guided Local Feature Stepwise Aggregation Network for polyp segmentation	44
Single-channel surface electromyography signal classification with variational mode decomposition and entropy feature for lower limb movements recognition	44
Sparse spectrum based swarm decomposition for robust nonstationary signal analysis with application to sleep apnea detection from EEG	44
Signal-to-noise ratio is more important than sampling rate in beat-to-beat interval estimation from optical sensors	44
Bounding boxes for weakly-supervised breast cancer segmentation in DCE-MRI	44
Preoperative path planning algorithm for lung puncture biopsy based on path constraint and multidimensional space distance optimization	44
Channel-annotated deep learning for enhanced interpretability in EEG-based seizure detection	44
Symmetric deformable image pairwise registration by optimizing neural fields network architectures for guaranteeing transformations consistency	44
Fine-grained interactive attention learning for semi-supervised white blood cell classification	44
A time-frequency map generation network embedded with spectral self-attention for motor imagery classification	43
Considering the effect of correlation between the channels in multivariate detectors for evoked responses in the electroencephalogram	43
DLT-Embryo: A Dual-branch Local feature fusion enhanced Transformer for Embryo multi-stage classification	43
FCS-TPNet: Fusion of fNIRS chromophore signals to construct temporal-spatial graph representation for topological networks	43
Real-time continuous EOG-based gaze angle estimation with baseline drift compensation under non-stationary head conditions	43
An optimized bidirectional vision transformer based colorectal cancer detection using histopathological images	43
Research on emotion recognition of bimodal bioelectrical features based on D-S evidence theory	43
Analysis of time series of surface electromyography and accelerometry in dogs	43
Sleep staging using semi-unsupervised clustering of EEG: Application to REM sleep behavior disorder	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	42
An automatic method for microscopic diagnosis of diseases based on URCNN	42
Audio-video database from subacute stroke patients for dysarthric speech intelligence assessment and preliminary analysis	42
ViT transfer learning for fMRI (VTFF): A highway to achieve superior performance for multi-classification of cognitive decline	42
Towards an efficient system for hyperthermia treatment of breast tumors	42
Edge-guided and hierarchical aggregation network for robust medical image segmentation	42
Deep-learning based triple-stage framework for MRI-CT cross-modality gross tumor volume (GTV) segmentation for rectal cancer neoadjuvant radiotherapy	42
Automatic 2D/3D spine registration based on two-step transformer with semantic attention and adaptive multi-dimensional loss function	42
A fully automatic model for premature ventricular heartbeat arrhythmia classification using the Internet of Medical Things	42
MIF-BTF-MRN: Medical image fusion based on the bilateral texture filter and transfer learning with the ResNet-101 network	42
Broad learning solution for rapid diagnosis of COVID-19	42
Left atrial overload detection in ECG using frequency domain features with machine learning and deep learning algorithms	42
MRP-Net: Seizure detection method based on modified recurrence plot and additive attention convolution neural network	42
A blood pressure estimation approach based on single-channel photoplethysmography differential features	42
Estimating muscle force based on a neuromuscular decoding approach adaptive to fatigue conditions	42
Graph denoising of impulsive EEG signals and the effect of their graph representation	41
COVID-19 CT image denoising algorithm based on adaptive threshold and optimized weighted median filter	41
A spatiotemporal symmetrical transformer structure for EEG emotion recognition	41
EOG Artifacts Suppression From single channel EEG Signals by VME-GMETV model	41
Multi-modal medical image fusion via multi-dictionary and truncated Huber filtering	41
Improved detection and analysis of Macular Edema using modified guided image filtering with modified level set spatial fuzzy clustering on Optical Coherence Tomography images	41
Learning discriminative functional connectivity networks for identifying Autism spectrum disorder	41
Sequence signal reconstruction based multi-task deep learning for sleep staging on single-channel EEG	41
Deep BiLSTM neural network model for emotion detection using cross-dataset approach	41
Classification of intracranial hemorrhage CT images based on texture analysis using ensemble-based machine learning algorithms: A comparative study	41
Challenges and artificial intelligence solutions for clinically optimal hepatic venous vessel segmentation	40
Efficient semi-supervised hierarchical training for segmenting choroidal vessels and other structures on OCT images of multiple sclerosis patients	40
Improving intrusion detection in cloud-based healthcare using neural network	40
Analysis of the Clever Hans effect in COVID-19 detection using Chest X-Ray images and Bayesian Deep Learning	40
Localization of brain signals by alternating projection	40
Application of novel DIRF feature selection algorithm for automated brain disease detection	40
Study on multidimensional emotion recognition fusing dynamic brain network features in EEG signals	40
A novel analytical method to measure intra-individual variability of steady-state evoked potentials; new insights into attention deficit	40
Effective use of prior information for high-performance embryo grading	40
LAMFFNet: Lightweight Adaptive Multi-layer Feature Fusion network for medical image segmentation	40
Automatic epileptic seizure detection approach based on multi-stage Quantized Kernel Least Mean Square filters	40
A tandem white shark algorithm approach for optimizing drug–disease and drug–drug interactions in multimorbidity and polypharmacy	40
Data augmentation and hierarchical classification to support the diagnosis of neuropathies based on time series analysis	39
Elevated correlations in cardiac–neural dynamics: An impact of mantra meditation on stress alleviation	39
SAStainDiff: Self-supervised stain normalization by stain augmentation using denoising diffusion probabilistic models	39
Diffusion based comprehensive approach for highly contaminated electrocardiogram segmentation	39
Identification the immune related marker genes and transcription-factor network in ruptured cerebral aneurysms using bioinformatics analysis and machine-learning strategies	39
Supervised autoregressive eXogenous Networks with Fractional Grünwald–Letnikov finite differences: Tumor Evolution and Immune Responses under Therapeutic Influence fractals model	39
Convolutional neural network-based fast seizure detection from video electroencephalograms	39
Short-term paroxysmal atrial fibrillation detection with intra- and inter-patient paradigm based on R-R intervals	39
SEER-net: Simple EEG-based Recognition network	39
Brain tumor detection with bi-directional cascade Gaussian kernel feature-generative adversarial networks	39
Dual attention-guided and learnable spatial transformation data augmentation multi-modal unsupervised medical image segmentation	39
A coarse-to-fine full attention guided capsule network for medical image segmentation	39
Small-world properties of eye-movement time series assisted in identifying children at high risk for dyslexia	39