Medical & Biological Engineering & Computing

Article	Citations
Optimization of three-dimensional esophageal tumor ablation by simultaneous functioning of multiple electrodes	82
Towards a radiation-free clinical decision support system for intraoperative spinal alignment assessment	69
Thermal therapy of atherosclerotic plaques using ultrasonic phased-array system	66
E-TBI: explainable outcome prediction after traumatic brain injury using machine learning	61
Anterior pelvic plane estimation for total hip arthroplasty using a joint ultrasound and statistical shape model based approach	59
Instance-based learning with prototype reduction for real-time proportional myocontrol: a randomized user study demonstrating accuracy-preserving data reduction for prosthetic embedded systems	54
A membership-function–based broad learning system for human–robot interaction force estimation under drawing task	48
Deep learning-based 3D brain multimodal medical image registration	48
Microfluidic design for in-vitro liver zonation—a numerical analysis using COMSOL Multiphysics	46
EEGPARnet: time-frequency attention transformer encoder and GRU decoder for removal of ocular and muscular artifacts from EEG signals	45
3DFE-Net: Three-dimensional fusion enhancement network based on multi-attention mechanism for multi-modal magnetic resonance images	45
Using principal component analysis to determine which vestibular stimuli provide best biomarkers for separating Alzheimer’s from mixed Alzheimer’s disease	45
Enhancing the prediction of IDC breast cancer staging from gene expression profiles using hybrid feature selection methods and deep learning architecture	43
Deformation registration based on reconstruction of brain MRI images with pathologies	42
A physiologically inspired meta-pattern generator bridging intention and motor primitives for human voluntary locomotion	40
Optimizing motion imagery classification with limited channels using the common spatial pattern-based integrated algorithm	39
Continuous mobile measurement of camptocormia angle using four accelerometers	39
Cancer detection and classification using a simplified binary state vector machine	38
Correlation between conduction velocity and frequency analysis in patients with atrial fibrillation using high-density charge mapping	36
TwinEDA: a sustainable deep-learning approach for limb-position estimation in preterm infants’ depth images	36
FiMec tremor stabilization spoon: design and active stabilization control of two DoF robotic eating devices for hand tremor patients	36
Multiple-ResNet GAN: An enhanced high-resolution image generation method for translation from fundus structure image to fluorescein angiography	34
Transfer learning–driven ensemble model for detection of diabetic retinopathy disease	34
Dual sagittal-guided coarse-to-fine rib segmentation and numbering in chest CT	33
Microstructural fatigue fracture behavior of glycated cortical bone	33

Classification of Parkinson’s disease severity using gait stance signals in a spatiotemporal deep learning classifier	32
Medical image-based 3D orthodontic wire optimization considering constraints at bracket and processing points	32
Application of a spatiotemporal distribution-based multidimensional gait feature algorithm in KOA gait assessment	32
Deep learning for retinal vessel segmentation: a systematic review of techniques and applications	31
Post-stroke functional assessments based on rehabilitation games and their correlation with clinical scales: A scoping review	31
Enhancing the feasibility of cognitive load recognition in remote learning using physiological measures and an adaptive feature recalibration convolutional neural network	30
SMILEY—assistive application to support social and emotional skills in SPCD individuals	29
A novel deep learning framework for retinal disease detection leveraging contextual and local features cues from retinal images	29
Structure-aware independently trained multi-scale registration network for cardiac images	29
The individualized optimal pillow height and neck support design for side sleepers	29
Effect of trabecular architectures on the mechanical response in osteoporotic and healthy human bone	29
Few-shot small vessel segmentation using a detail-preserving network enhanced by discriminator	28
A deep learning-based MRI automatic detection model for spinal schwannoma and meningioma	28
Graph-Convolutional-Beta-VAE for synthetic abdominal aortic aneurysm generation	27
A novel atrial fibrillation automatic detection algorithm based on ensemble learning and multi-feature discrimination	27
Piezoresistive plantar pressure sensors and CNN-based body weight and load estimation	27
A mobile tool for static standing posture assessment using accurate 3D body reconstruction	26
Modeling and control of COVID-19 disease using deep reinforcement learning method	26
Photoplethysmography temporal marker-based machine learning classifier for anesthesia drug detection	25
Brain region localization: a rapid Parkinson’s disease detection method based on EEG signals	25
A biomarker discovery of acute myocardial infarction using feature selection and machine learning	24
Finite element analysis of a new preoperative traction for cervical kyphosis: suspensory traction	24
Three-stage transfer learning for motor imagery EEG recognition	24
DMs-MAFM+EfficientNet: a hybrid model for predicting dysthyroid optic neuropathy	24
Dental arch definition in computed tomographs using two semi-automatic methods	24
DBPNDNet: dual-branch networks using 3DCNN toward pulmonary nodule detection	24
Obstructive sleep apnea detection during wakefulness: a comprehensive methodological review	23
Analysis of non-physiological shear stress-induced red blood cell trauma across different clinical support conditions of the blood pump	23
Spatio-temporal graph attention network for rehabilitation movement classification	23
Automatic brain tumor detection using CNN transfer learning approach	23
Study on the poroelastic behaviors of the defected osteochondral unit	21
Abdominal vessel segmentation using vessel model embedded fuzzy C-means and similarity from CT angiography	21
A new parallel-path ConvMixer neural network for predicting neurodegenerative diseases from gait analysis	21
Repetitive transcranial magnetic stimulation (rTMS) as a tool for cognitive enhancement in healthy adults: a review study	21
Explicate molecular landscape of combined pulmonary fibrosis and emphysema through explainable artificial intelligence: a comprehensive analysis of ILD and COPD interactions using RNA from whole lung	21
Prediction of gestational diabetes using deep learning and Bayesian optimization and traditional machine learning techniques	21
CR-Conformer: a fusion network for clinical skin lesion classification	21
Modeling and analysis of explicit dynamics of foot landing	21
Special issue: “Atrial arrhythmias: technology to prevent, diagnose, and treat”	21
A joint parcellation and boundary network with multi-rate-shared dilated graph attention for cortical surface parcellation	20
A fast sample entropy for pulse rate variability analysis	20
A comprehensive approach to simulating bone fractures through bone model fragmentation guided by fracture patterns	20
Predicting joint loading in Asian overweight and obese females with flexible flatfoot: a regression analysis of anthropometric parameters and gait dynamics	20
Soft-tissue sound-speed-aware ultrasound-CT registration method for computer-assisted orthopedic surgery	20
A survey of machine learning-based methods for COVID-19 medical image analysis	19
Correction to: Deep learning prediction of steep and flat corneal curvature using fundus photography in post‑COVID telemedicine era	19
Measurement of left ventricular volume with admittance incorporated onto percutaneous ventricular assist device	19
Machine learning models’ assessment: trust and performance	19
Multi-kernel convolutional neural network with attention mechanism for RonS detection	19
Multimodal brain-computer interface for robotic control: integration of real-time gaze tracking and EEG-based motor imagery	19

Electrophysiological and kinesiological analysis of deep tendon reflex responses, importance of angular velocity	19
Volatile organic compound sensing in breath using conducting polymer coated chemi-resistive filter paper sensors	19
An explainable ensemble for diabetic retinopathy grading with a novel confidence quality factor and configurable heatmaps	18
Bone samples’ behavior in sunlight, IR light, and temperature increase with FEM simulation	18
Intelligent alert system for predicting invasive mechanical ventilation needs via noninvasive parameters: employing an integrated machine learning method with integration of multicenter databases	18
Design of a passive chairless chair and evaluating its performance based on heart rate and energy expenditure	18
A combined deformable model and medical transformer algorithm for medical image segmentation	17
A deep learning approach to median nerve evaluation in ultrasound images of carpal tunnel inlet	17
Performance investigation of MVMD-MSI algorithm in frequency recognition for SSVEP-based brain-computer interface and its application in robotic arm control	17
Neural-Symbolic Ensemble Learning for early-stage prediction of critical state of Covid-19 patients	17
ThinkSTra: a transformer-driven architecture for decoding imagined speech from EEG with spatial–temporal dynamics	17
Defining humeral axial rotation with optical motion capture and inertial measurement units during functional task assessment	16
When deep learning is not enough: artificial life as a supplementary tool for segmentation of ultrasound images of breast cancer	16
BraNet: a mobil application for breast image classification based on deep learning algorithms	16
Automated diagnosis of EEG abnormalities with different classification techniques	16
Hybrid deep transfer learning-based early diagnosis of autism spectrum disorder using scalogram representation of electroencephalography signals	16
Stacked ensemble-based mutagenicity prediction model using multiple modalities with graph attention network	16
Finite element modeling and analysis of effect of preexisting cervical degenerative disease on the spinal cord during flexion and extension	16
Artifacts classification and apnea events detection in neck photoplethysmography signals	16
Fog-cloud architecture-driven Internet of Medical Things framework for healthcare monitoring	15
BAMT-Net: a boundary-aware multi-task framework for 3D breast ultrasound lesion segmentation and classification	15
AI-assisted identification of intrapapillary capillary loops in magnification endoscopy for diagnosing early-stage esophageal squamous cell carcinoma: a preliminary study	15
Understanding the implication of task conditions on asymmetry in gait of post-stroke individuals using an Integrated Wearable System	15
DTCR-U-Net: a dual-task consistency and multi-scale adaptive attention framework for pneumonia lesion segmentation	15
Influence of aortic valve morphology on vortical structures and wall shear stress	15
Differential diagnosis of prostate cancer and benign prostatic hyperplasia based on DCE-MRI using bi-directional CLSTM deep learning and radiomics	15
Patient-specific cerebral 3D vessel model reconstruction using deep learning	15
GIFNet: an effective global infection feature network for automatic COVID-19 lung lesions segmentation	14
PEDRA-EFB0: colorectal cancer prognostication using deep learning with patch embeddings and dual residual attention	14
Self-knowledge distillation for prediction of breast cancer molecular subtypes based on digital breast tomosynthesis	14
Pharmacokinetic/pharmacodynamic model of a methionine starvation based anti-cancer drug	14
Electrothermal blood streaming conveying hybridized nanoparticles in a non-uniform endoscopic conduit	14
An open-source, externally validated neural network algorithm to recognize daily-life gait of older adults based on a lower-back sensor	14
Improving movement decoding performance under joint constraints based on a neural-driven musculoskeletal model	14
A conformal regressor for predicting negative conversion time of Omicron patients	14
Evaluation of video background and stimulus transparency in a visual ERP-based BCI under RSVP	14
Feasibility analyses of virtual models and 3D printing for surgical simulation of the double-outlet right ventricle	14
Rehabilitation exercise quality assessment through supervised contrastive learning with hard and soft negatives	14
Correction to: Classification of breast lesions in ultrasound images using deep convolutional neural networks: transfer learning versus automatic architecture design	14
Papanicolaou stain unmixing for RGB image using weighted nucleus sparsity and total variation regularization	14
An arbitrary waveform neurostimulator for preclinical studies: design and verification	13
Computational modelling of the suppression of optic nerve fibre	13
Unrolled deep learning for breast cancer detection using limited-view photoacoustic tomography data	13
TPFR-Net: U-shaped model for lung nodule segmentation based on transformer pooling and dual-attention feature reorganization	13
In vitro characterization of self-assembled nanoflowers structures on Mg ZX10 for biomedical application	13
Depression diagnosis using machine intelligence based on spatiospectrotemporal analysis of multi-channel EEG	13
Multi-joint protective effects of lumbar brace on lumbar, hip, knee, and ankle in parachute landing with backpack load	13
Generative adversarial network: a statistical-based deep learning paradigm to improve detecting breast cancer in thermograms	13
Comparison of four machine learning algorithms for a pre-impact fall detection system	13
An approach for detecting hemodynamic parameters in the carotid arterial system based on the priori relationship between blood pressure and arterial radius	13
Multi-band spatial feature extraction and classification for motor imaging EEG signals based on OSFBCSP-GAO-SVM model	13
A multi-scale feature extraction and fusion-based model for retinal vessel segmentation in fundus images	13
Ligament pre-tension determines outcome in sacroiliac joint in silicon modelling	13
Evaluation of heat transfer in porous scaffolds under cryogenic treatment: a numerical study	12
A novel multi-modal signals dynamic assessment method of idiopathic scoliosis patients for rehabilitation	12
Predicting hospitalization with LLMs from health insurance data	12
EWT-IIT: a surface electromyography denoising method	12
A computing platform to analyze breast abnormalities using infrared images	12
StrokeDiffNet: quantifying DWI-FLAIR mismatch via a common feature space for time since stroke classification	12
Super-resolution reconstruction of lung medical images integrating biological vision mechanisms	12
Correction to: Microstructural fatigue fracture behavior of glycated cortical bone	12
Quantifying features from X-ray images to assess early stage knee osteoarthritis	12
Toward a robust swallowing detection for an implantable active artificial larynx: a survey	12
Foot tissue stress in chronic ankle instability during the stance phase of cutting	12
Automated diagnosis of atherosclerosis using multi-layer ensemble models and bio-inspired optimization in intravascular ultrasound imaging	12
Automatic vertebral fracture and three-column injury diagnosis with fracture visualization by a multi-scale attention-guided network	12
GAD-YOLO: a gastrointestinal abnormality detection YOLO model with multi-scale channel attention and residual fusion	12
Automatic annotation to train ROI detection algorithm for premature infant respiration monitoring in NICU	12
A dual-branch encoder network based on squeeze-and-excitation UNet and transformer for 3D PET-CT image tumor segmentation	12
Fully automated measurement of femoral neck axis line in anatomical coordinate system using CT images	12
Non-contact high precision pulse-rate monitoring system for moving subjects in different motion states	12
Comparing on-line continuous movement decoding with joints unconstrained and constrained based on a generic musculoskeletal model	12
ConKeD: multiview contrastive descriptor learning for keypoint-based retinal image registration	12
Nonhomogeneous smoke mitigation in laparoscopic images using a hybrid physical-neural model	12
AortaExplorer: AI-driven analysis of the aorta in CT images	12
COVID-19 diagnosis using chest CT scans and deep convolutional neural networks evolved by IP-based sine-cosine algorithm	12
Associations between heart rate asymmetry expression and asymmetric detrended fluctuation analysis results	12
A macro–micro FE and ANN framework to assess site-specific bone ingrowth around the porous beaded-coated implant: an example with BOX® tibial implant for total ankle replacement	12
ERP-based cognitive load decoding in middle-aged adults: effects of Alzheimer’s risk	11
Correction to: AEAU-Net: An unsupervised end-to-end registration network by combining affine transformation and deformable medical image registration	11

Construction and validation of hepatocellular carcinoma survival prediction models based on machine learning	11
3D Magnetic resonance image denoising using nonlocal and nonconvex tensor train regularization	11
Model-based analysis of sEMG signals using Stockwell transform features under varied muscle fiber composition and conduction velocity	11
SCAN: sequence-based context-aware association network for hepatic vessel segmentation	11
Improved segmentation of hepatic vascular networks in ultrasound volumes using 3D U-Net with intensity transformation-based data augmentation	11
Class-aware multi-level attention learning for semi-supervised breast cancer diagnosis under imbalanced label distribution	11
Deformable dose prediction network based on hybrid 2D and 3D convolution for nasopharyngeal carcinoma radiotherapy	11
Inpainting truncated areas of CT images based on generative adversarial networks with gated convolution for radiotherapy	11
A non-invasive continuous glucose monitoring method based on the Bergman minimal model	11
Real-time non-uniform surface refinement model for lung adenocarcinoma surgery	11
A weakly supervised method for named entity recognition of Chinese electronic medical records	10
A multimodal prediction model for brain hematoma expansion based on deep neural network with transformer-driven collaborative attention fusion	10
OVME-REG: Harris hawks optimization algorithm based optimized variational mode extraction for eye blink artifact removal from EEG signal	10
Detecting mild cognitive impairment by applying integrated random forest to finger tapping	10
Contrastive self-supervised learning for diabetic retinopathy early detection	10
Leukocyte subtype classification with multi-model fusion	10
Reimagining cancer tissue classification: a multi-scale framework based on multi-instance learning for whole slide image classification	10
Automated measurement of optic nerve sheath diameter using ocular ultrasound video	10
Motion artifacts in capacitive ECG monitoring systems: a review of existing models and reduction techniques	10
Microscopic augmented reality calibration with contactless line-structured light registration for surgical navigation	10
Classification of exercise fatigue levels by multi-class SVM from ECG and HRV	10
A monocular thoracoscopic 3D scene reconstruction framework based on NeRF	10
Neuroimage analysis using artificial intelligence approaches: a systematic review	10
Mesothelin expression prediction in pancreatic cancer based on multimodal stochastic configuration networks	10
Assessing detector stability and image quality of thermal cameras on smartphones for medical applications: a comparative study	10
Does FNS outperform CCS in Pauwel’s type III fracture fixation: a combined experimental and numerical study	10
Gait asymmetry in stroke patients with unilateral spatial neglect	10
Kinematic instrumental assessment quantifies compensatory strategies in post-stroke patients	10
Unlocking the Potential of Zebrafish Research with Artificial Intelligence: Advancements in Tracking, Processing, and Visualization	10
BIRGU Net: deformable brain magnetic resonance image registration using gyral-net map and 3D Res-Unet	10
Deep multi-modal features based spatio-temporal video regression for non-invasive hemoglobin estimation	10
Evaluation of instability in patients with chronic vestibular syndrome using dynamic stability indicators	10
FACNN: fuzzy-based adaptive convolution neural network for classifying COVID-19 in noisy CXR images	10
Rapid wall shear stress prediction for aortic aneurysms using deep learning: a fast alternative to CFD	10
Tissue specific tumor-gene link prediction through sampling based GNN using a heterogeneous network	9
Uncertain prediction of deformable image registration on lung CT using multi-category features and supervised learning	9
Common hyper-entropy patterns identified in nicotine smoking, marijuana use, and alcohol use based on uni-drug dependence cohorts	9
An optimal internal model proportional integral controller to improve pressure tracking profile of artificial ventilator	9
The influence of PEEK acetabular shell on the mechanical stability of total hip replacements under gait loading and motion	9
A direct learning approach for detection of hotspots in microwave hyperthermia treatments	9
Using optimal transport theory to optimize a deep convolutional neural network microscopic cell counting method	9
Automatic placement of simulated dental implants within CBCT images in optimum positions: a deep learning model	9
MTMedFormer: multi-task vision transformer for medical imaging with federated learning	9
An efficient multi-level pre-processing algorithm for the enhancement of dermoscopy images in melanoma detection	9
Mechanobiochemical bone remodelling around an uncemented acetabular component: influence of bone orthotropy	9
A fully automated measurement of migration percentage on ultrasound images in children with cerebral palsy	9
Multi-contrast learning-guided lightweight few-shot learning scheme for predicting breast cancer molecular subtypes	9
Structure preservation constraints for unsupervised domain adaptation intracranial vessel segmentation	9
Orthodontic craniofacial pattern diagnosis: cephalometric geometry and machine learning	9
Autism spectrum disorder diagnosis based on deep unrolling-based spatial constraint representation	9
A novel TCNet for irrelevant gesture rejection based on electromyography signals	9
Correction to: Machine learning models based on FEM simulation of hoop mode vibrations to enable ultrasonic cuffless measurement of blood pressure	9
DNN-BP: a novel framework for cuffless blood pressure measurement from optimal PPG features using deep learning model	9
Local thermal effect of power-on setting on monopolar coagulation: a three-dimensional electrothermal coupled finite element study	9
CML-Cardio: a cascade machine learning model to predict cardiovascular disease risk as a primary prevention strategy	9
S$$^{3}$$TU-Net: Structured convolution and superpixel transformer for lung nodule segmentation	9
Development and validation of the surmising model for volumetric breast density using X-ray exposure conditions in digital mammography	9
Using convolutional neural network to analyze brain MRI images for predicting functional outcomes of stroke	9
A fast-modeling framework for personalized human body models based on a single image	9
A deep learning approach for predicting sensory-motor integration in postural stability	9
A comparative study of accuracy in major adaptive filters for motion artifact removal in sleep apnea tests	9
How to use one surface electromyography sensor to recognize six hand movements for a mechanical hand in real time: a method based on Morse code	9
Security vulnerabilities in healthcare: an analysis of medical devices and software	9
Aneurysm geometric features effect on the hemodynamic characteristics of blood flow in coronary artery: CFD simulation on CT angiography-based model	9
MLAR-SleepNet: a automatic sleep staging model based on residual and multi-level attention network	9
Biomechanical assessment of vertebral fracture risk incorporating the effect of paraspinal muscles	9
Predicting fixations and gaze location from EEG	8
Integrating CT image reconstruction, segmentation, and large language models for enhanced diagnostic insight	8
Unsupervised cervical cell instance segmentation method integrating cellular characteristics	8
MRI image segmentation of the major lower leg muscles using deep learning: application in biomechanical analysis	8
CC-TransXNet: a hybrid CNN-transformer network for automatic segmentation of optic cup and optic disk from fundus images	8
3D reconstruction of bone CT scan images based on deformable convex hull	8
Multi-source sparse broad transfer learning for parkinson’s disease diagnosis via speech	8
Methodological exploration of stress-based finite element growth modeling for long-term brace treatment evaluation in adolescent idiopathic scoliosis	8
Design of 3D-printed hydroxyapatite intervertebral fusion cages in a patient specific framework	8
Accurate identification of polyps in screening colonoscopies using convolutional neural networks	8
Portable deep-learning decoder for motor imaginary EEG signals based on a novel compact convolutional neural network incorporating spatial-attention mechanism	8
Central pattern generator network model for the alternating hind limb gait of rats based on the modified Van der Pol equation	8
mResU-Net: multi-scale residual U-Net-based brain tumor segmentation from multimodal MRI	8
A lightweight xAI approach to cervical cancer classification	8
Monitoring changes in mixed venous oxygen saturation using photoplethysmography on the sternum – a proof of concept study	8
Thorax shape reconstruction from limited CT-digitized palpable landmarks using statistical shape modeling	8
Classification of breast lesions in ultrasound images using deep convolutional neural networks: transfer learning versus automatic architecture design	8
Dynamic PET images denoising using spectral graph wavelet transform	8
3D vessel extraction using a scale-adaptive hybrid parametric tracker	8
A multi-level segmentation-guided diffusion model for streak artifact reduction in routine non-contrast chest CT	8
Reconstruction of normal morphology for simulated femoral condyle lesions based on shape statistical constraints and differential coordinate transformation	8
Axial Self-Similarity based modular Noise2Noise for progressive LDCT denoising without ground truth	8
An automated unsupervised deep learning–based approach for diabetic retinopathy detection	8
Multi-label classification of retinal diseases based on fundus images using Resnet and Transformer	8
Biomechanical evaluation of the effects of thread parameters on dental implant stability: a systematic review	8
A novel multimodal AI framework for early diagnosis of idiopathic Parkinson’s disease	8
Anti-aliasing-enhanced WaveUNet for clinically reliable 12-lead ECG reconstruction from limited 3-lead input	7
HPFG: semi-supervised medical image segmentation framework based on hybrid pseudo-label and feature-guiding	7
Diagnosing growing pains in children by using machine learning: a cross-sectional multicenter study	7