Medical & Biological Engineering & Computing

Article	Citations
Lung cancer histology classification from CT images based on radiomics and deep learning models	88
Feasibility study to improve deep learning in OCT diagnosis of rare retinal diseases with few-shot classification	81
An efficient medical image encryption using hybrid DNA computing and chaos in transform domain	79
Hybrid gene selection approach using XGBoost and multi-objective genetic algorithm for cancer classification	72
Transfer learning–based ensemble support vector machine model for automated COVID-19 detection using lung computerized tomography scan data	68
InSiNet: a deep convolutional approach to skin cancer detection and segmentation	54
An enhanced deep image model for glaucoma diagnosis using feature-based detection in retinal fundus	49
Tumor type detection in brain MR images of the deep model developed using hypercolumn technique, attention modules, and residual blocks	45
Wilson disease tissue classification and characterization using seven artificial intelligence models embedded with 3D optimization paradigm on a weak training brain magnetic resonance imaging datasets	45
Over-fitting suppression training strategies for deep learning-based atrial fibrillation detection	41
The advances of topology optimization techniques in orthopedic implants: A review	39
A new preprocessing approach to improve the performance of CNN-based skin lesion classification	36
Nature-inspired metaheuristics model for gene selection and classification of biomedical microarray data	36
Joint low-rank prior and difference of Gaussian filter for magnetic resonance image denoising	36
Electrothermal blood streaming conveying hybridized nanoparticles in a non-uniform endoscopic conduit	36
A computer-aided diagnosis system for detecting various diabetic retinopathy grades based on a hybrid deep learning technique	35
Subject-independent EEG emotion recognition with hybrid spatio-temporal GRU-Conv architecture	33
Automatic feature extraction and fusion recognition of motor imagery EEG using multilevel multiscale CNN	30
Muscle force estimation from lower limb EMG signals using novel optimised machine learning techniques	29
Novelty detection-based approach for Alzheimer’s disease and mild cognitive impairment diagnosis from EEG	28
Optimizing ANFIS using simulated annealing algorithm for classification of microarray gene expression cancer data	27
Effective recognition of human lower limb jump locomotion phases based on multi-sensor information fusion and machine learning	26
Classification of rotator cuff tears in ultrasound images using deep learning models	26
Hyper-acute EEG alterations predict functional and morphological outcomes in thrombolysis-treated ischemic stroke: a wireless EEG study	25
Simulation of the COVID-19 patient flow and investigation of the future patient arrival using a time-series prediction model: a real-case study	24

A deep learning-based approach to automatic proximal femur segmentation in quantitative CT images	24
An SVM approach towards breast cancer classification from H&E-stained histopathology images based on integrated features	24
Efficient analysis of COVID-19 clinical data using machine learning models	24
CAD system for lung nodule detection using deep learning with CNN	24
AutoDep: automatic depression detection using facial expressions based on linear binary pattern descriptor	23
Analysis of red blood cells from peripheral blood smear images for anemia detection: a methodological review	22
A convolutional neural network–based learning approach to acute lymphoblastic leukaemia detection with automated feature extraction	22
A hybrid super ensemble learning model for the early-stage prediction of diabetes risk	22
Imagined character recognition through EEG signals using deep convolutional neural network	22
Automatic classification of solitary pulmonary nodules in PET/CT imaging employing transfer learning techniques	21
Photoplethysmography temporal marker-based machine learning classifier for anesthesia drug detection	21
ROI-based medical image watermarking for accurate tamper detection, localisation and recovery	21
The adoption of deep learning interpretability techniques on diabetic retinopathy analysis: a review	20
Fuzzy segmentation and black widow–based optimal SVM for skin disease classification	20
COVID-19 diagnosis using chest CT scans and deep convolutional neural networks evolved by IP-based sine-cosine algorithm	20
Real-time denoising of ultrasound images based on deep learning	20
Automatic Cobb angle measurement method based on vertebra segmentation by deep learning	19
A simple embed over encryption scheme for DICOM images using Bülban Map	19
Automated detection of ulcers and erosions in capsule endoscopy images using a convolutional neural network	19
Machine learning algorithm to evaluate risk factors of diabetic foot ulcers and its severity	19
A comparison of machine learning classifiers for smartphone-based gait analysis	18
Automatic detection of epileptic seizures using Riemannian geometry from scalp EEG recordings	17
Automatic lung tumor segmentation from CT images using improved 3D densely connected UNet	17
Multimodal medical image fusion algorithm based on pulse coupled neural networks and nonsubsampled contourlet transform	17
Assessment of mental fatigue and stress on electronic sport players with data fusion	16
A review of smart sensors coupled with Internet of Things and Artificial Intelligence approach for heart failure monitoring	16
Classifying sitting, standing, and walking using plantar force data	16
GLYFE: review and benchmark of personalized glucose predictive models in type 1 diabetes	16
Numerical investigation of patient-specific thoracic aortic aneurysms and comparison with normal subject via computational fluid dynamics (CFD)	16
Transfer learning–driven ensemble model for detection of diabetic retinopathy disease	15
Comparison of subject-independent and subject-specific EEG-based BCI using LDA and SVM classifiers	15
A comprehensive survey on non-invasive wearable bladder volume monitoring systems	15
A whole-slide image grading benchmark and tissue classification for cervical cancer precursor lesions with inter-observer variability	15
On nonlinear dynamics of COVID-19 disease model corresponding to nonsingular fractional order derivative	15
Theoretical evaluation of enhanced gold nanoparticle delivery to PC3 tumors due to increased hydraulic conductivity or recovered lymphatic function after mild whole body hyperthermia	14
2D and 3D numerical models to evaluate trabecular bone damage	14
On the use of histograms of oriented gradients for tremor detection from sinusoidal and spiral handwritten drawings of people with Parkinson’s disease	14
A feasibility study on microwave imaging of bone for osteoporosis monitoring	14
PneuNet: deep learning for COVID-19 pneumonia diagnosis on chest X-ray image analysis using Vision Transformer	14
GA-MADRID: design and validation of a machine learning tool for the diagnosis of Alzheimer’s disease and frontotemporal dementia using genetic algorithms	14
Jaya Ant lion optimization-driven Deep recurrent neural network for cancer classification using gene expression data	14
Classification of COVID-19 from tuberculosis and pneumonia using deep learning techniques	14
Length of hospital stay prediction with an integrated approach of statistical-based fuzzy cognitive maps and artificial neural networks	14
Fog-cloud architecture-driven Internet of Medical Things framework for healthcare monitoring	14
Beyond kappa: an informational index for diagnostic agreement in dichotomous and multivalue ordered-categorical ratings	13
Quantitative analysis of blood cells from microscopic images using convolutional neural network	13
Camera fusion for real-time temperature monitoring of neonates using deep learning	13
Vibrotactile biofeedback devices in Parkinson’s disease: a narrative review	13
Pandemic tele-smart: a contactless tele-health system for efficient monitoring of remotely located COVID-19 quarantine wards in India using near-field communication and natural language processing sys	13
Feature selection and risk prediction for patients with coronary artery disease using data mining	13

Pulmonary nodule detection based on IR-UNet +  +	13
Expandable pedicle screw may have better fixation than normal pedicle screw: preclinical investigation on instrumented L4-L5 vertebrae based on various physiological movements	13
Early detection of COPD based on graph convolutional network and small and weakly labeled data	13
Computer-aided diagnosis based on hand thermal, RGB images, and grip force using artificial intelligence as screening tool for rheumatoid arthritis in women	13
A survey of machine learning-based methods for COVID-19 medical image analysis	13
Predicting the necessity of oxygen therapy in the early stage of COVID-19 using machine learning	13
Electrophysiological effects of mindfulness meditation in a concentration test	13
Modeling the dynamic brain network representation for autism spectrum disorder diagnosis	13
Deep neural network approaches for detecting gastric polyps in endoscopic images	13
Glaucoma disease diagnosis with an artificial algae-based deep learning algorithm	13
Machine learning-enabled predictive modeling to precisely identify the antimicrobial peptides	12
Capsule Network–based architectures for the segmentation of sub-retinal serous fluid in optical coherence tomography images of central serous chorioretinopathy	12
DCNN-based prediction model for detection of age-related macular degeneration from color fundus images	12
Impact of peri-implant bone resorption, prosthetic materials, and crown to implant ratio on the stress distribution of short implants: a finite element analysis	12
A robust and parsimonious machine learning method to predict ICU admission of COVID-19 patients	12
Information extraction for prognostic stage prediction from breast cancer medical records using NLP and ML	12
Real-time tracking of a moving target in an indoor corridor of the hospital building using RSSI signals received from two reference nodes	12
COVID-CCD-Net: COVID-19 and colon cancer diagnosis system with optimized CNN hyperparameters using gradient-based optimizer	12
Noninvasive oral cancer screening based on local residual adaptation network using optical coherence tomography	12
Non-obstructive monitoring of muscle fatigue for low intensity dynamic exercise with infrared thermography technique	12
An integrated entropy-spatial framework for automatic gender recognition enhancement of emotion-based EEGs	12
Learning and non-learning algorithms for cuffless blood pressure measurement: a review	11
Patient-specific finite element analysis of heart failure and the impact of surgical intervention in pulmonary hypertension secondary to mitral valve disease	11
A Novel Portable Real-Time Low-Cost Sleep Apnea Monitoring System based on the Global System for Mobile Communications (GSM) Network	11
Spherical coordinates transformation pre-processing in Deep Convolution Neural Networks for brain tumor segmentation in MRI	11
Data augmentation for depression detection using skeleton-based gait information	11
Occupational exposure to electromagnetic fields in magnetic resonance environment: an update on regulation, exposure assessment techniques, health risk evaluation, and surveillance	11
Segmentation of dermoscopy images based on deformable 3D convolution and ResU-NeXt + +	11
A signal quality assessment–based ECG waveform delineation method used for wearable monitoring systems	11
A real-time camera-based adaptive breathing monitoring system	11
MSCCov19Net: multi-branch deep learning model for COVID-19 detection from cough sounds	11
A finite element–guided mathematical surrogate modeling approach for assessing occupant injury trends across variations in simplified vehicular impact conditions	11
Different effects of using pictures as stimuli in a P300 brain-computer interface under rapid serial visual presentation or row-column paradigm	11
ManoMap: an automated system for characterization of colonic propagating contractions recorded by high-resolution manometry	10
Effects of body postures on the shear modulus of thoracolumbar fascia: a shear wave elastography study	10
The segmentation effect of style transfer on fetal head ultrasound image: a study of multi-source data	10
Classification of electrocardiogram signals with waveform morphological analysis and support vector machines	10
DMs-MAFM+EfficientNet: a hybrid model for predicting dysthyroid optic neuropathy	10
Blood glucose concentration prediction based on VMD-KELM-AdaBoost	10
Colorectal cancer lymph node metastasis prediction with weakly supervised transformer-based multi-instance learning	10
EEG-based hybrid QWERTY mental speller with high information transfer rate	10
Physiological separation of Alzheimer’s disease and Alzheimer’s disease with significant levels of cerebrovascular symptomology and healthy controls	10
Deep learning-based dental implant recognition using synthetic X-ray images	10
A review of bio-impedance devices	10
A transfer learning approach on MRI-based radiomics signature for overall survival prediction of low-grade and high-grade gliomas	10
Mechanical micromodeling of stress-shielding at the bone-implant interphase under shear loading	10
Enhanced facial expression recognition using 3D point sets and geometric deep learning	10
A combined deformable model and medical transformer algorithm for medical image segmentation	10
Classification of analyzable metaphase images using transfer learning and fine tuning	10
The helical axis of anatomical joints: calculation methods, literature review, and software implementation	10
Euler common spatial patterns for EEG classification	9
Classification of SARS-CoV-2 viral genome sequences using Neurochaos Learning	9
Numerical modeling of residual type B aortic dissection: longitudinal analysis of favorable and unfavorable evolution	9
Common hyper-entropy patterns identified in nicotine smoking, marijuana use, and alcohol use based on uni-drug dependence cohorts	9
Biomechanical and clinical studies on lumbar spine fusion surgery: a review	9
Biomechanical analysis of three different types of fixators for anterior cruciate ligament reconstruction via finite element method: a patient-specific study	9
Prediction of complications and fusion outcomes of fused lumbar spine with or without fixation system under whole-body vibration	9
An efficient U-shaped network combined with edge attention module and context pyramid fusion for skin lesion segmentation	9
Hybrid artificial fish particle swarm optimizer and kernel extreme learning machine for type-II diabetes predictive model	9
A deep learning approach to median nerve evaluation in ultrasound images of carpal tunnel inlet	9
Automatic brain tumor detection using CNN transfer learning approach	9
Wearables and their applications for the rehabilitation of elderly people	9
An application of deep dual convolutional neural network for enhanced medical image denoising	9
Precise detection of early breast tumor using a novel EEMD-based feature extraction approach by UWB microwave	9
An improved CNN-based architecture for automatic lung nodule classification	9
Human locomotion with reinforcement learning using bioinspired reward reshaping strategies	9
Non-invasive diagnostics of blockage growth in the descending aorta-computational approach	9
Personalized prediction of rehabilitation outcomes in multiple sclerosis: a proof-of-concept using clinical data, digital health metrics, and machine learning	9
Novel machine learning-based hybrid strategy for severity assessment of Parkinson’s disorders	9
Biomechanical design prognosis of two extramedullary fixation devices for subtrochanteric femur fracture: a finite element study	9
Lesion segmentation in lung CT scans using unsupervised adversarial learning	8
Prioritizing the glucose-lowering medicines for type 2 diabetes by an extended fuzzy decision-making approach with target-based attributes	8
Atrial conduction velocity mapping: clinical tools, algorithms and approaches for understanding the arrhythmogenic substrate	8
DG-Mapping: a novel software package for the analysis of any type of reentry and focal activation of simulated, experimental or clinical data of cardiac arrhythmia	8
Comparison of scapular kinematics from optical motion capture and inertial measurement units during a work-related and functional task protocol	8
Exploratory study on neurochemical effects of low-intensity pulsed ultrasound in brains of mice	8
Fast soft-tissue deformations coupled with mixed reality toward the next-generation childbirth training simulator	8
A comprehensive survey on deep learning techniques in CT image quality improvement	8
Secure medical image encryption with Walsh–Hadamard transform and lightweight cryptography algorithm	8
Mammogram mass segmentation and detection using Legendre neural network-based optimal threshold	8

Integrating patient symptoms, clinical readings, and radiologist feedback with computer-aided diagnosis system for detection of infectious pulmonary disease: a feasibility study	8
Automated method for real-time AMD screening of fundus images dedicated for mobile devices	8
Computational predictions for protein sequences of COVID-19 virus via machine learning algorithms	8
Home-care nursing controlled mobile robot with vital signal monitoring	8
NICOV : a model to analyse impact of nutritional status and immunity on COVID-19	8
A novel approach for detection of dyslexia using convolutional neural network with EOG signals	8
Deep learning-based system for automatic prediction of triple-negative breast cancer from ultrasound images	8
Mathematical analysis of the condylar trajectories in asymptomatic subjects during mandibular motions	8
Automated bleeding detection in wireless capsule endoscopy images based on color feature extraction from Gaussian mixture model superpixels	8
An effective simulation- and measurement-based workflow for enhanced diagnostics in rhinology	8
The evaluation of artificial talus implant on ankle joint contact characteristics: a finite element study based on four subjects	8
Security vulnerabilities in healthcare: an analysis of medical devices and software	8
A novel method to reduce the motor imagery BCI illiteracy	8
Feasibility of extracting tissue material properties via cohesive elements: a finite element approach to probe insertion procedures in non-invasive spine surgeries	8
Effects of cervicothoracic postures on the stiffness of trapezius muscles	7
Changes of biomechanics induced by Equistasi® in Parkinson’s disease: coupling between balance and lower limb joints kinematics	7
Altered mechanical properties of actin fibers due to breast cancer invasion: parameter identification based on micropipette aspiration and multiscale tensegrity modeling	7
The examination of stress shielding in a finite element lumbar spine inclusive of the thoracolumbar fascia	7
Framework for classification of cancer gene expression data using Bayesian hyper-parameter optimization	7
Hybrid machine learning method for a connectivity-based epilepsy diagnosis with resting-state EEG	7
Effects of muscle shortening on single-fiber, motor unit, and compound muscle action potentials	7
Recurrent neural network to predict hyperelastic constitutive behaviors of the skeletal muscle	7
A proof of concept study for machine learning application to stenosis detection	7
Quantifying muscle alterations in a Parkinson’s disease animal model using electromyographic biomarkers	7
Nanotechnology and quantum science enabled advances in neurological medical applications: diagnostics and treatments	7
3D printing of alginate/thymoquinone/halloysite nanotube bio-scaffolds for cartilage repairs: experimental and numerical study	7
A real use case of semi-supervised learning for mammogram classification in a local clinic of Costa Rica	7
Extraction of low-dimensional features for single-channel common lung sound classification	7
Lagrangian-averaged vorticity deviation of spiraling blood flow in the heart during isovolumic contraction and ejection phases	7
Optimization of 4D flow MRI velocity field in the aorta with divergence-free smoothing	7
Effective residual convolutional neural network for Chagas disease parasite segmentation	7
Cervical cell classification with deep-learning algorithms	7
Realistic C-arm to pCT registration for vertebral localization in spine surgery	7
Multiple instance learning for lung pathophysiological findings detection using CT scans	7
An efficient brain tumor image classifier by combining multi-pathway cascaded deep neural network and handcrafted features in MR images	7
A systematic review of the techniques for automatic segmentation of the human upper airway using volumetric images	7
Good view frames from ultrasonography (USG) video containing ONS diameter using state-of-the-art deep learning architectures	7
A novel catheter interaction simulating method for virtual reality interventional training systems	6
Bacterial disinfection and cell assessment post ultraviolet-C LED exposure for wound treatment	6
Genetic interactions effects for cancer disease identification using computational models: a review	6
Modeling global and local label correlation with graph convolutional networks for multi-label chest X-ray image classification	6
MsRAN: a multi-scale residual attention network for multi-model image fusion	6
Total hip replacement monitoring: numerical models for the acoustic emission technique	6
Dual encoder network with transformer-CNN for multi-organ segmentation	6
Primitive muscle synergies reflect different modes of coordination in upper limb motions	6
An active learning method for diabetic retinopathy classification with uncertainty quantification	6
Review of microwave imaging algorithms for stroke detection	6
A novel atrial fibrillation automatic detection algorithm based on ensemble learning and multi-feature discrimination	6
A cascaded FC-DenseNet and level set method (FCDL) for fully automatic segmentation of the right ventricle in cardiac MRI	6
Biomechanical effects of typical lower limb movements of Chen-style Tai Chi on knee joint	6
Synchronized research on endothelial dysfunction and microcirculation structure in dorsal skin of rats with type 2 diabetes mellitus	6
State-of-the-art of situation recognition systems for intraoperative procedures	6
Finite element analysis in brace treatment on adolescent idiopathic scoliosis	6
Neurocognitive functions of prosocial and unsocial incongruency information during language comprehension: evidence from time–frequency analysis of EEG signals	6
A one-round medical image encryption algorithm based on a combined chaotic key generator	6
Deep reinforcement learning coupled with musculoskeletal modelling for a better understanding of elderly falls	6
Vessel-based hybrid optic disk segmentation applied to mobile phone camera retinal images	6
Diagnosing growing pains in children by using machine learning: a cross-sectional multicenter study	6
Synthetic OCT data in challenging conditions: three-dimensional OCT and presence of abnormalities	6
Computational assessment of growth of connective tissues around textured hip stem subjected to daily activities after THA	6
Design of ear-contactless stethoscope and improvement in the performance of deep learning based on CNN to classify the heart sound	6
Encoder-decoder network with RMP for tongue segmentation	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
Cardiac disease prediction using AI algorithms with SelectKBest	6
Text-based multi-dimensional medical images retrieval according to the features-usage correlation	6
Hydrodynamic model of blood flow in major arteries pulsing in various modes	6
Handling of derived imbalanced dataset using XGBoost for identification of pulmonary embolism—a non-cardiac cause of cardiac arrest	6
Exploring diet associations with Covid-19 and other diseases: a Network Analysis–based approach	6
COVID-19’s influence on cardiac function: a machine learning perspective on ECG analysis	6
Iterative principal component analysis method for improvised classification of breast cancer disease using blood sample analysis	6
Space-time filter for SSVEP brain-computer interface based on the minimum variance distortionless response	6
A novel Gateaux derivatives with efficient DCNN-Resunet method for segmenting multi-class brain tumor	6
Assessment of hip displacement in children with cerebral palsy using machine learning approach	6
An improved YOLO Nano model for dorsal hand vein detection system	6
Study of the significance of parameters and their interaction on assessing femoral fracture risk by quantitative statistical analysis	6
Transformer-based 3D U-Net for pulmonary vessel segmentation and artery-vein separation from CT images	6
Classification of breast lesions in ultrasound images using deep convolutional neural networks: transfer learning versus automatic architecture design	5
Change in aeroacoustic sound mechanism during sibilant sound with different velopharyngeal opening sizes	5
Using convolutional neural network to analyze brain MRI images for predicting functional outcomes of stroke	5
Closed-loop sacral neuromodulation for bladder function using dorsal root ganglia sensory feedback in an anesthetized feline model	5
Unlocking the Potential of Zebrafish Research with Artificial Intelligence: Advancements in Tracking, Processing, and Visualization	5
Fifty years of Shannon information theory in assessing the accuracy and agreement of diagnostic tests	5
Autonomic and enteric function profiling can predict disordered gastric emptying in diabetic gastropathy	5
A new CNN architecture for efficient classification of ultrasound breast tumor images with activation map clustering based prediction validation	5
Investigation of the different parameters contributing to bubble sticking inside physiological bifurcations	5
A pilot randomised control trial of the efficacy of stability-based training with visualisation for people with chronic ankle instability	5
ReFixMatch-LS: reusing pseudo-labels for semi-supervised skin lesion classification	5
Building a predictive model to identify clinical indicators for COVID-19 using machine learning method	5
An automated unsupervised deep learning–based approach for diabetic retinopathy detection	5
A survey on brain tumor image analysis	5
Symmetry-based representation for registration of multimodal images	5
Smoothed particle hydrodynamics simulation of biphasic soft tissue and its medical applications	5
Quantitative analysis of regional specific pelvic symmetry	5
Contrastive self-supervised learning for diabetic retinopathy early detection	5
Validity and reliability of innovative field measurements of tibial accelerations and spinal kinematics during cricket fast bowling	5