Medical & Biological Engineering & Computing

Article	Citations
Hardware deployment of deep learning model for classification of breast carcinoma from digital mammogram images	88
Validity and reliability of innovative field measurements of tibial accelerations and spinal kinematics during cricket fast bowling	82
Comprehensive validation of a compact laser speckle contrast imaging system for vascular function assessment: from the laboratory to the clinic	48
Optimization of three-dimensional esophageal tumor ablation by simultaneous functioning of multiple electrodes	47
Deformable dose prediction network based on hybrid 2D and 3D convolution for nasopharyngeal carcinoma radiotherapy	46
A one-round medical image encryption algorithm based on a combined chaotic key generator	45
Effect of trabecular architectures on the mechanical response in osteoporotic and healthy human bone	43
Unlocking the Potential of Zebrafish Research with Artificial Intelligence: Advancements in Tracking, Processing, and Visualization	41
Analysis of delirium prediction in the ICU based on the hybrid SGDCS-ANFIS approach	39
Identification of effective features of LFP signal for making closed-loop deep brain stimulation in parkinsonian rats	37
Detecting mild cognitive impairment by applying integrated random forest to finger tapping	35
Preterm birth prediction from electrohysterogram using multivariate empirical mode decomposition	34
Smart home-assisted anomaly detection system for older adults: a deep learning approach with a comprehensive set of daily activities	33
Class-aware multi-level attention learning for semi-supervised breast cancer diagnosis under imbalanced label distribution	33
Retinal OCT image classification based on MGR-GAN	32
Interpretable machine learning models for COPD ease of breathing estimation	32
C$$^2$$MAL: cascaded network-guided class-balanced multi-prototype auxiliary learning for source-free domain adaptive medical image segmentation	30
Automatic skeletal maturity grading from pelvis radiographs by deep learning for adolescent idiopathic scoliosis	30
Intelligent injury prediction for traumatic airway obstruction	29
On nonlinear dynamics of COVID-19 disease model corresponding to nonsingular fractional order derivative	29
Detection of mitotic HEp-2 cell images: role of feature representation and classification framework under class skew	29
Bacterial disinfection and cell assessment post ultraviolet-C LED exposure for wound treatment	28
Building a predictive model to identify clinical indicators for COVID-19 using machine learning method	28
A weakly supervised method for named entity recognition of Chinese electronic medical records	27
DPSF: a Novel Dual-Parametric Sigmoid Function for Optical Coherence Tomography Image Enhancement	27

ReFixMatch-LS: reusing pseudo-labels for semi-supervised skin lesion classification	27
A monocular thoracoscopic 3D scene reconstruction framework based on NeRF	26
Improved segmentation of hepatic vascular networks in ultrasound volumes using 3D U-Net with intensity transformation-based data augmentation	25
Integrating multi-scale information and diverse prompts in large model SAM-Med2D for accurate left ventricular ejection fraction estimation	25
Rapid wall shear stress prediction for aortic aneurysms using deep learning: a fast alternative to CFD	24
Deep learning for retinal vessel segmentation: a systematic review of techniques and applications	24
Deformation registration based on reconstruction of brain MRI images with pathologies	23
In silico study about the influence of electroporation parameters on the cellular internalization, spatial uniformity, and cytotoxic effects of chemotherapeutic drugs using the Method of Fundamental S	23
A novel deep learning framework for retinal disease detection leveraging contextual and local features cues from retinal images	23
Microscopic augmented reality calibration with contactless line-structured light registration for surgical navigation	23
FiMec tremor stabilization spoon: design and active stabilization control of two DoF robotic eating devices for hand tremor patients	22
Strength of ensemble learning in automatic sleep stages classification using single-channel EEG and ECG signals	22
Systematic review of computational techniques, dataset utilization, and feature extraction in electrocardiographic imaging	22
Microfluidic design for in-vitro liver zonation—a numerical analysis using COMSOL Multiphysics	20
Biomechanical and clinical studies on lumbar spine fusion surgery: a review	20
Fast soft-tissue deformations coupled with mixed reality toward the next-generation childbirth training simulator	20
Re-UNet: a novel multi-scale reverse U-shape network architecture for low-dose CT image reconstruction	20
Cancer detection and classification using a simplified binary state vector machine	19
TwinEDA: a sustainable deep-learning approach for limb-position estimation in preterm infants’ depth images	18
Correction to: AEAU-Net: An unsupervised end-to-end registration network by combining affine transformation and deformable medical image registration	18
The effect of toe-only rocker sole shoes on gait variability of the elderly	18
Classification of exercise fatigue levels by multi-class SVM from ECG and HRV	18
Artificial intelligence and machine learning as a viable solution for hip implant failure diagnosis—Review of literature and in vitro case study	18
Predicting the predisposition to colorectal cancer based on SNP profiles of immune phenotypes using supervised learning models	17
BIRGU Net: deformable brain magnetic resonance image registration using gyral-net map and 3D Res-Unet	17
Facilitation of dependent transfers with functional neuromuscular stimulation: a computer simulation study	17
Anthropomorphic model rigid loading indenter with embedded sensor development for wheelchair cushion standard testing	17
A comprehensive survey on deep learning techniques in CT image quality improvement	17
Atrial fibrillation episode patterns as predictor of clinical outcome of catheter ablation	17
Theoretical analysis for the fluctuation in the electric parameters of the electroporated cells before and during the electrofusion	17
The effect of the 2-UPS/RR ankle rehabilitation robot with coupling biomechanical model on muscle behaviors	17
Color medical image cryptography technology based on segmentation and fractional-order hyperchaotic system	16
An efficient online peak detection algorithm for synchronized intestinal electrical stimulation and its application for treating diabetes	16
Anterior pelvic plane estimation for total hip arthroplasty using a joint ultrasound and statistical shape model based approach	16
Multivendor fully automatic uncertainty management approaches for the intuitive representation of DME fluid accumulations in OCT images	16
ConvNets for automatic detection of polyglutamine SCAs from brain MRIs: state of the art applications	16
Leukocyte subtype classification with multi-model fusion	15
Transformer-based 3D U-Net for pulmonary vessel segmentation and artery-vein separation from CT images	15
Post-stroke functional assessments based on rehabilitation games and their correlation with clinical scales: A scoping review	15
Enhancing the prediction of IDC breast cancer staging from gene expression profiles using hybrid feature selection methods and deep learning architecture	15
A membership-function–based broad learning system for human–robot interaction force estimation under drawing task	15
Context fusion network with multi-scale-aware skip connection and twin-split attention for liver tumor segmentation	15
Real-time non-uniform surface refinement model for lung adenocarcinoma surgery	15
AEAU-Net: an unsupervised end-to-end registration network by combining affine transformation and deformable medical image registration	15
Motor intent recognition of multi-feature fusion EEG signals by UMAP algorithm	15
Flexible ureteroscope capable of acute-angled and balanced omnidirectional bending based on soft and flexible porous tube and crossed control wiring	15
Human motion capture for movement limitation analysis using an RGB-D camera in spondyloarthritis: a validation study	14
Blood glucose concentration prediction based on VMD-KELM-AdaBoost	14
Synchronized research on endothelial dysfunction and microcirculation structure in dorsal skin of rats with type 2 diabetes mellitus	14
Associating brain imaging phenotypes and genetic in Alzheimer’s disease via JSCCA approach with autocorrelation constraints	14

Tip estimation approach for concentric tube robots using 2D ultrasound images and kinematic model	14
Feasibility of extracting tissue material properties via cohesive elements: a finite element approach to probe insertion procedures in non-invasive spine surgeries	14
Text-based multi-dimensional medical images retrieval according to the features-usage correlation	14
Agreement of the Apple Watch® and Fitbit Charge® for recording step count and heart rate when exercising in water	13
Nonlinear surface EMG analysis to detect the neuroprotective effect of citicoline in rat sciatic nerve crush injury	13
GLYFE: review and benchmark of personalized glucose predictive models in type 1 diabetes	13
Skills assessment metrics of electric powered wheelchair driving in a virtual environment: a survey	13
Ludic Table: a comparative study between playful rehabilitation and kinesiotherapy in restricting upper limb movements in individuals with stroke	13
Fifty years of Shannon information theory in assessing the accuracy and agreement of diagnostic tests	13
Tunable hydrodynamic focusing with dual-neodymium magnet-based microfluidic separation device	13
Spherical coordinates transformation pre-processing in Deep Convolution Neural Networks for brain tumor segmentation in MRI	13
Handling of derived imbalanced dataset using XGBoost for identification of pulmonary embolism—a non-cardiac cause of cardiac arrest	13
DCNN-based prediction model for detection of age-related macular degeneration from color fundus images	13
Predicting the necessity of oxygen therapy in the early stage of COVID-19 using machine learning	13
The origin of intraluminal pressure waves in gastrointestinal tract	12
EEG dynamic source imaging using a regularized optimization with spatio-temporal constraints	12
Classification of diabetic retinopathy algorithm based on a novel dual-path multi-module model	12
Changes of biomechanics induced by Equistasi® in Parkinson’s disease: coupling between balance and lower limb joints kinematics	12
A novel approach for detection of dyslexia using convolutional neural network with EOG signals	12
Enhancing the feasibility of cognitive load recognition in remote learning using physiological measures and an adaptive feature recalibration convolutional neural network	12
Biomechanical analysis of Instrumented decompression and Interbody fusion procedures in Lumbar spine: a finite element analysis study	12
Optimizing motion imagery classification with limited channels using the common spatial pattern-based integrated algorithm	12
Motion artifacts in capacitive ECG monitoring systems: a review of existing models and reduction techniques	12
EthoWatcher OS: improving the reproducibility and quality of categorical and morphologic/kinematic data from behavioral recordings in laboratory animals	12
Computational electrophysiology of the coronary sinus branches based on electro-anatomical mapping for the prediction of the latest activated region	12
An automated segmentation of coronary artery calcification using deep learning in specific region limitation	12
Inpainting truncated areas of CT images based on generative adversarial networks with gated convolution for radiotherapy	12
Continuous mobile measurement of camptocormia angle using four accelerometers	12
Multi-step framework for glaucoma diagnosis in retinal fundus images using deep learning	12
Development and placement accuracy evaluation of an MR conditional robot for prostate intervention	12
The effect of index finger distal interphalangeal joint arthrodesis on muscle forces and adjacent joint contact pressures	12
Effect of muscle activation on dynamic responses of neck of pilot during emergency ejection: a finite element study	12
Automated ascending aorta delineation from ECG-gated computed tomography images	11
Pulmonary nodule detection based on IR-UNet +  +	11
Automatic segmentation of brain glioma based on XY-Net	11
Who was at risk for COVID-19 late in the US pandemic? Insights from a population health machine learning model	11
OVME-REG: Harris hawks optimization algorithm based optimized variational mode extraction for eye blink artifact removal from EEG signal	11
LieWaves: dataset for lie detection based on EEG signals and wavelets	11
Correlation between conduction velocity and frequency analysis in patients with atrial fibrillation using high-density charge mapping	11
Inverse problem of magneto-acoustic concentration tomography for magnetic nanoparticles with magnetic induction in a saturation magnetization state based on the least squares QR factorization method–t	11
Microstructural fatigue fracture behavior of glycated cortical bone	11
Session-independent subject-adaptive mental imagery BCI using selective filter-bank adaptive Riemannian features	11
SCAN: sequence-based context-aware association network for hepatic vessel segmentation	10
Correction to: Autism spectrum disorder diagnosis based on deep unrolling-based spatial constraint representation	10
Simultaneous grading diagnosis of liver fibrosis, inflammation, and steatosis using multimodal quantitative ultrasound and artificial intelligence framework	10
Using principal component analysis to determine which vestibular stimuli provide best biomarkers for separating Alzheimer’s from mixed Alzheimer’s disease	10
Segmentation of lungs from chest X-ray images based on Deep Atrous Attention UNet (DAA-UNet) model	10
Computerized respiratory sound based diagnosis of pneumonia	10
Prediction of medial knee contact force using multisource fusion recurrent neural network and transfer learning	10
Nucleus segmentation of white blood cells in blood smear images by modeling the pixels’ intensities as a set of three Gaussian distributions	10
Enhanced deep leaning model for detection and grading of lumbar disc herniation from MRI	10
Multiple-ResNet GAN: An enhanced high-resolution image generation method for translation from fundus structure image to fluorescein angiography	10
FACNN: fuzzy-based adaptive convolution neural network for classifying COVID-19 in noisy CXR images	10
Instance-based learning with prototype reduction for real-time proportional myocontrol: a randomized user study demonstrating accuracy-preserving data reduction for prosthetic embedded systems	10
Reliable and fast automatic artifact rejection of Long-Term EEG recordings based on Isolation Forest	10
SALW-Net: a lightweight convolutional neural network based on self-adjusting loss function for spine MR image segmentation	10
Skip connection information enhancement network for retinal vessel segmentation	10
Deployment and validation of a smart bed architecture for untethered patients with wireless biomonitoring stickers	10
Operational space robust impedance control of the redundant surgical robot for minimally invasive surgery	10
LGDNet: local feature coupling global representations network for pulmonary nodules detection	10
MMBERT: a unified framework for biomedical named entity recognition	9
Novel machine learning-based hybrid strategy for severity assessment of Parkinson’s disorders	9
An overview of methods of left and right foot motor imagery based on Tikhonov regularisation common spatial pattern	9
Finite element analysis in brace treatment on adolescent idiopathic scoliosis	9
Evaluation of instability in patients with chronic vestibular syndrome using dynamic stability indicators	9
The helical axis of anatomical joints: calculation methods, literature review, and software implementation	9
A deep learning-based approach to automatic proximal femur segmentation in quantitative CT images	9
Biomechanical analysis of three different types of fixators for anterior cruciate ligament reconstruction via finite element method: a patient-specific study	9
Neuroimage analysis using artificial intelligence approaches: a systematic review	9
A review of bio-impedance devices	9
Structure-aware independently trained multi-scale registration network for cardiac images	9
Classification of Parkinson’s disease severity using gait stance signals in a spatiotemporal deep learning classifier	9
Wearables and their applications for the rehabilitation of elderly people	9
ROI-based medical image watermarking for accurate tamper detection, localisation and recovery	9
Reimagining cancer tissue classification: a multi-scale framework based on multi-instance learning for whole slide image classification	9
Effective 2-D cursor control system using hybrid SSVEP + P300 visual brain computer interface	9
Real-time denoising of ultrasound images based on deep learning	9
A transfer learning approach on MRI-based radiomics signature for overall survival prediction of low-grade and high-grade gliomas	9
Contrastive self-supervised learning for diabetic retinopathy early detection	9
The protein-protein interaction network alignment using recurrent neural network	9

Correction to: Evaluating and enhancing the robustness of vision transformers against adversarial attacks in medical imaging	8
Structure preservation constraints for unsupervised domain adaptation intracranial vessel segmentation	8
Automatic brain tumor detection using CNN transfer learning approach	8
Recurrent neural network to predict hyperelastic constitutive behaviors of the skeletal muscle	8
Modeling global and local label correlation with graph convolutional networks for multi-label chest X-ray image classification	8
Mesothelin expression prediction in pancreatic cancer based on multimodal stochastic configuration networks	8
Performance evaluation of buildup bolus during external radiotherapy of mastectomy patients: treatment planning and film dosimetry	8
Machine learning models based on FEM simulation of hoop mode vibrations to enable ultrasonic cuffless measurement of blood pressure	8
Evaluation of Pericardial Tissues from Assorted Species as a Tissue-Engineered Heart Valve Material	8
Hybrid multi-kernel SVM algorithm for detection of microaneurysm in color fundus images	8
Development and validation of the surmising model for volumetric breast density using X-ray exposure conditions in digital mammography	8
Mark3D – A semi-automated open-source toolbox for 3D head- surface reconstruction and electrode position registration using a smartphone camera video	8
MFP-YOLO: a multi-scale feature perception network for CT bone metastasis detection	8
Dual CNN cross-teaching semi-supervised segmentation network with multi-kernels and global contrastive loss in ACDC	8
Transfer learning–driven ensemble model for detection of diabetic retinopathy disease	8
Chagas parasite classification in blood sample images using different machine learning architectures	8
Predicting 30-day unplanned hospital readmission after revision total knee arthroplasty: machine learning model analysis of a national patient cohort	8
Space-CNN: a decision classification method based on EEG signals from different brain regions	8
CorLabelNet: a comprehensive framework for multi-label chest X-ray image classification with correlation guided discriminant feature learning and oversampling	8
Correction to: Optimization of CBCT data with image processing methods and production with fused deposition modeling 3D printing	8
Personalized prediction of rehabilitation outcomes in multiple sclerosis: a proof-of-concept using clinical data, digital health metrics, and machine learning	8
Paradigms and methods of noninvasive brain-computer interfaces in motor or communication assistance and rehabilitation: a systematic review	8
Semi-supervised breast cancer pathology image segmentation based on fine-grained classification guidance	8
MD-UNet: a medical image segmentation network based on mixed depthwise convolution	8
Variations of human cerebral and ocular blood flow during exposure to multi-axial accelerations	8
A comprehensive survey on non-invasive wearable bladder volume monitoring systems	8
ResDAC-Net: a novel pancreas segmentation model utilizing residual double asymmetric spatial kernels	8
Vigenere and genetic cross-over acting at the restricted ASCII code level for color image encryption	8
A new parallel-path ConvMixer neural network for predicting neurodegenerative diseases from gait analysis	8
Deep learning-based 3D brain multimodal medical image registration	8
Modeling and control of COVID-19 disease using deep reinforcement learning method	8
Biomechanical investigation of topping-off technique using an interspinous process device following lumbar interbody fusion under vibration loading	7
Analysis of non-physiological shear stress-induced red blood cell trauma across different clinical support conditions of the blood pump	7
A signal quality assessment–based ECG waveform delineation method used for wearable monitoring systems	7
A fast-modeling framework for personalized human body models based on a single image	7
Role of intra-lamellar collagen and hyaluronan nanostructures in annulus fibrosus on lumbar spine biomechanics: insights from molecular mechanics-finite element–based multiscale analyses	7
SMILEY—assistive application to support social and emotional skills in SPCD individuals	7
Toward efficient slide-level grading of liver biopsy via explainable deep learning framework	7
Gray-to-color image conversion in the classification of breast lesions on ultrasound using pre-trained deep neural networks	7
Uncertainty analysis and sensitivity of scapulothoracic joint angles to kinematic model parameters	7
A pilot randomised control trial of the efficacy of stability-based training with visualisation for people with chronic ankle instability	7
IoT-based COVID-19 detection using recalling-enhanced recurrent neural network optimized with golden eagle optimization algorithm	7
A proof of concept study for machine learning application to stenosis detection	7
Gradient-based impedance synthesis for breast and lung cancer cell screening deploying planar and nano-structured electrodes	7
On the impact of the erroneous identification of inertial sensors’ locations on segments and whole-body centers of mass accelerations: a sensitivity study in one transfemoral amputee	7
The individualized optimal pillow height and neck support design for side sleepers	7
Automated measurement of cardiothoracic ratio based on semantic segmentation integration model using deep learning	7
Automatic 4D mitral valve segmentation from transesophageal echocardiography: a semi-supervised learning approach	7
Biomechanical investigation of intra-articular cage and cantilever technique in the treatment of congenital basilar invagination combined with atlantoaxial dislocation: a finite element analysis	7
Cueing effect of attention among nurses with different anxiety levels: an EEG study	7
Optimization of 4D flow MRI velocity field in the aorta with divergence-free smoothing	7
Multiclass tumor identification using combined texture and statistical features	7
Lagrangian-averaged vorticity deviation of spiraling blood flow in the heart during isovolumic contraction and ejection phases	7
Exploratory study on neurochemical effects of low-intensity pulsed ultrasound in brains of mice	7
Filter bank temporally delayed CCA for uncalibrated SSVEP-BCI	7
Correction to: SleepBoost: a multi‑level tree‑based ensemble model for automatic sleep stage classification	7
Predicting epileptic seizures based on EEG signals using spatial depth features of a 3D-2D hybrid CNN	7
Microvascular blood flow ultrasound imaging with microbubble-based H-Scan technology	7
Using convolutional neural network to analyze brain MRI images for predicting functional outcomes of stroke	7
Together we are strong! Collaboration between clinicians and engineers as an enabler for better diagnosis and therapy of atrial arrhythmias	7
High-quality biopotential acquisition without a reference electrode: power-line interference reduction by adaptive impedance balancing in a mixed analog–digital design	6
DMs-MAFM+EfficientNet: a hybrid model for predicting dysthyroid optic neuropathy	6
An end-end deep learning framework for lesion segmentation on multi-contrast MR images—an exploratory study in a rat model of traumatic brain injury	6
Classification of electrocardiogram signals with waveform morphological analysis and support vector machines	6
Fluid dynamic assessment of positive end-expiratory pressure in a tracheostomy tube connector during respiration	6
Aneurysm geometric features effect on the hemodynamic characteristics of blood flow in coronary artery: CFD simulation on CT angiography-based model	6
Dental arch definition in computed tomographs using two semi-automatic methods	6
Study of the significance of parameters and their interaction on assessing femoral fracture risk by quantitative statistical analysis	6
Closed-loop sacral neuromodulation for bladder function using dorsal root ganglia sensory feedback in an anesthetized feline model	6
The lumbar region localization using bone anatomy feature graphs	6
A comprehensive electrocardiographic analysis for young athletes	6
A novel method to reduce the motor imagery BCI illiteracy	6
Spectrum-sine interpolation framework for DTI processing	6
Airway performance in infants with congenital tracheal stenosis associated with unilateral pulmonary agenesis: effect of tracheal shape on energy flux	6
Imagined speech classification exploiting EEG power spectrum features	6
Evaluation of an ankle–foot orthosis effect on gait transitional stability during ramp ascent/descent	6
Predictive and diagnosis models of stroke from hemodynamic signal monitoring	6
Photoplethysmography temporal marker-based machine learning classifier for anesthesia drug detection	6
Classification of analyzable metaphase images using transfer learning and fine tuning	6
Fluid–structure interaction modelling of the upper airway with and without obstructive sleep apnea: a review	6
A review of smart sensors coupled with Internet of Things and Artificial Intelligence approach for heart failure monitoring	6
Correction to: Occupational exposure to electromagnetic fields in magnetic resonance environment: an update on regulation, exposure assessment techniques, health risk evaluation, and surveillance	6
A feature reduction and selection algorithm for improved obstructive sleep apnea classification process	6
Real-time tracking of a moving target in an indoor corridor of the hospital building using RSSI signals received from two reference nodes	6
Discriminability of single-trial EEG during decision-making of cooperation or aggression: a study based on machine learning	6
Automated quantification of dopaminergic immunostained neurons in substantia nigra using freely available software	6
A systematic review of the techniques for automatic segmentation of the human upper airway using volumetric images	6
Assessment of the risk factors of type II diabetes using ACO with self-regulative update function and decision trees by evaluation from Fisher’s Z-transformation	6
Experimental studies for the progressive assessment of stress distributions on orthodontic archwire	6
Effects of cervicothoracic postures on the stiffness of trapezius muscles	6
An integrated entropy-spatial framework for automatic gender recognition enhancement of emotion-based EEGs	6
Symmetry-based representation for registration of multimodal images	6
Velocity tracking of cardiac vector loops to identify signs of stress-induced ischaemia	6
Rank-preserving biclustering algorithm: a case study on miRNA breast cancer	6
Colon tissue image segmentation with MWSI-NET	6