Medical & Biological Engineering & Computing

Article	Citations
Lung cancer histology classification from CT images based on radiomics and deep learning models	78
An efficient medical image encryption using hybrid DNA computing and chaos in transform domain	73
Feasibility study to improve deep learning in OCT diagnosis of rare retinal diseases with few-shot classification	73
Transfer learning–based ensemble support vector machine model for automated COVID-19 detection using lung computerized tomography scan data	65
Hybrid gene selection approach using XGBoost and multi-objective genetic algorithm for cancer classification	60
An enhanced deep image model for glaucoma diagnosis using feature-based detection in retinal fundus	47
MaskMitosis: a deep learning framework for fully supervised, weakly supervised, and unsupervised mitosis detection in histopathology images	45
Classification of heart sounds based on the combination of the modified frequency wavelet transform and convolutional neural network	43
InSiNet: a deep convolutional approach to skin cancer detection and segmentation	43
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	42
Machine learning–based operation skills assessment with vascular difficulty index for vascular intervention surgery	41
Tumor type detection in brain MR images of the deep model developed using hypercolumn technique, attention modules, and residual blocks	41
Automated glaucoma screening method based on image segmentation and feature extraction	38
Coronary arteries hemodynamics: effect of arterial geometry on hemodynamic parameters causing atherosclerosis	35
A new preprocessing approach to improve the performance of CNN-based skin lesion classification	34
Over-fitting suppression training strategies for deep learning-based atrial fibrillation detection	33
Joint low-rank prior and difference of Gaussian filter for magnetic resonance image denoising	33
The advances of topology optimization techniques in orthopedic implants: A review	32
Nature-inspired metaheuristics model for gene selection and classification of biomedical microarray data	31
Evaluation of train and test performance of machine learning algorithms and Parkinson diagnosis with statistical measurements	31
Classification of hepatocellular carcinoma and intrahepatic cholangiocarcinoma based on multi-phase CT scans	31
Electrothermal blood streaming conveying hybridized nanoparticles in a non-uniform endoscopic conduit	30
Identification of significant risks in pediatric acute lymphoblastic leukemia (ALL) through machine learning (ML) approach	30
EEG classification across sessions and across subjects through transfer learning in motor imagery-based brain-machine interface system	29
A computer-aided diagnosis system for detecting various diabetic retinopathy grades based on a hybrid deep learning technique	28

Improvement in osseointegration of tricalcium phosphate-zircon for orthopedic applications: an in vitro and in vivo evaluation	28
Automatic feature extraction and fusion recognition of motor imagery EEG using multilevel multiscale CNN	26
Automated measurement network for accurate segmentation and parameter modification in fetal head ultrasound images	26
Optimizing ANFIS using simulated annealing algorithm for classification of microarray gene expression cancer data	25
Radiogenomics model for overall survival prediction of glioblastoma	25
Effective recognition of human lower limb jump locomotion phases based on multi-sensor information fusion and machine learning	25
Hyper-acute EEG alterations predict functional and morphological outcomes in thrombolysis-treated ischemic stroke: a wireless EEG study	24
Automated lung cancer diagnosis using three-dimensional convolutional neural networks	24
Muscle force estimation from lower limb EMG signals using novel optimised machine learning techniques	23
The effect of follower load on the range of motion, facet joint force, and intradiscal pressure of the cervical spine: a finite element study	22
Subject-independent EEG emotion recognition with hybrid spatio-temporal GRU-Conv architecture	22
Estimation of Parkinson’s disease severity using speech features and extreme gradient boosting	22
Convolutional neural network for detection and classification of seizures in clinical data	21
Classification of rotator cuff tears in ultrasound images using deep learning models	21
An effective approach for breast cancer diagnosis based on routine blood analysis features	20
An SVM approach towards breast cancer classification from H&E-stained histopathology images based on integrated features	20
Neuro-fuzzy patch-wise R-CNN for multiple sclerosis segmentation	20
AutoDep: automatic depression detection using facial expressions based on linear binary pattern descriptor	20
Efficient analysis of COVID-19 clinical data using machine learning models	20
Computer-aided diagnosis systems for osteoporosis detection: a comprehensive survey	20
Novelty detection-based approach for Alzheimer’s disease and mild cognitive impairment diagnosis from EEG	19
Design and implementation of a novel wireless modular capsule robotic system in pipe	18
A deep learning-based approach to automatic proximal femur segmentation in quantitative CT images	18
Simulation of the COVID-19 patient flow and investigation of the future patient arrival using a time-series prediction model: a real-case study	18
Automatic classification of solitary pulmonary nodules in PET/CT imaging employing transfer learning techniques	18
Imagined character recognition through EEG signals using deep convolutional neural network	18
The influence of motor tasks and cut-off parameter selection on artifact subspace reconstruction in EEG recordings	17
ROI-based medical image watermarking for accurate tamper detection, localisation and recovery	17
The adoption of deep learning interpretability techniques on diabetic retinopathy analysis: a review	17
Visco-hyperelastic characterization of human brain white matter micro-level constituents in different strain rates	16
Fuzzy segmentation and black widow–based optimal SVM for skin disease classification	16
A convolutional neural network–based learning approach to acute lymphoblastic leukaemia detection with automated feature extraction	16
Automatic detection of epileptic seizures using Riemannian geometry from scalp EEG recordings	16
Automated detection of ulcers and erosions in capsule endoscopy images using a convolutional neural network	16
A simple embed over encryption scheme for DICOM images using Bülban Map	16
Fast body part segmentation and tracking of neonatal video data using deep learning	16
Photoplethysmography temporal marker-based machine learning classifier for anesthesia drug detection	16
Machine learning algorithm to evaluate risk factors of diabetic foot ulcers and its severity	15
A comparison of regularized logistic regression and random forest machine learning models for daytime diagnosis of obstructive sleep apnea	15
DICOM imaging watermarking for hiding medical reports	15
Analysis of red blood cells from peripheral blood smear images for anemia detection: a methodological review	15
A comparison of machine learning classifiers for smartphone-based gait analysis	15
GFNB: Gini index–based Fuzzy Naive Bayes and blast cell segmentation for leukemia detection using multi-cell blood smear images	15
A machine learning approach for mortality prediction only using non-invasive parameters	15
Patient-specific seizure detection method using nonlinear mode decomposition for long-term EEG signals	15
Classifying sitting, standing, and walking using plantar force data	14
Haar wavelet transform–based optimal Bayesian method for medical image fusion	14
Assessment of mental fatigue and stress on electronic sport players with data fusion	14
Superpixel-based deep convolutional neural networks and active contour model for automatic prostate segmentation on 3D MRI scans	14
A review of smart sensors coupled with Internet of Things and Artificial Intelligence approach for heart failure monitoring	14

Multi-class motor imagery EEG classification using collaborative representation-based semi-supervised extreme learning machine	14
CAD system for lung nodule detection using deep learning with CNN	14
Predicting the necessity of oxygen therapy in the early stage of COVID-19 using machine learning	14
Clinical classification of scoliosis patients using machine learning and markerless 3D surface trunk data	13
A whole-slide image grading benchmark and tissue classification for cervical cancer precursor lesions with inter-observer variability	13
GLYFE: review and benchmark of personalized glucose predictive models in type 1 diabetes	13
A two-stage approach towards protein secondary structure classification	13
Numerical investigation of patient-specific thoracic aortic aneurysms and comparison with normal subject via computational fluid dynamics (CFD)	13
Length of hospital stay prediction with an integrated approach of statistical-based fuzzy cognitive maps and artificial neural networks	13
Multiple functional connectivity networks fusion for schizophrenia diagnosis	13
Deep neural network approaches for detecting gastric polyps in endoscopic images	13
GA-MADRID: design and validation of a machine learning tool for the diagnosis of Alzheimer’s disease and frontotemporal dementia using genetic algorithms	13
A feasibility study on microwave imaging of bone for osteoporosis monitoring	13
Classification of error-related potentials from single-trial EEG in association with executed and imagined movements: a feature and classifier investigation	13
Jaya Ant lion optimization-driven Deep recurrent neural network for cancer classification using gene expression data	13
On nonlinear dynamics of COVID-19 disease model corresponding to nonsingular fractional order derivative	12
COVID-19 diagnosis using chest CT scans and deep convolutional neural networks evolved by IP-based sine-cosine algorithm	12
A hybrid super ensemble learning model for the early-stage prediction of diabetes risk	12
Efficacy of the FDA nozzle benchmark and the lattice Boltzmann method for the analysis of biomedical flows in transitional regime	12
Electrophysiological effects of mindfulness meditation in a concentration test	12
Theoretical evaluation of enhanced gold nanoparticle delivery to PC3 tumors due to increased hydraulic conductivity or recovered lymphatic function after mild whole body hyperthermia	12
Classification of COVID-19 from tuberculosis and pneumonia using deep learning techniques	12
A survey of machine learning-based methods for COVID-19 medical image analysis	12
A comprehensive survey on non-invasive wearable bladder volume monitoring systems	12
A mapping study of ensemble classification methods in lung cancer decision support systems	12
Automatic Cobb angle measurement method based on vertebra segmentation by deep learning	12
PneuNet: deep learning for COVID-19 pneumonia diagnosis on chest X-ray image analysis using Vision Transformer	11
A robust and parsimonious machine learning method to predict ICU admission of COVID-19 patients	11
On the use of histograms of oriented gradients for tremor detection from sinusoidal and spiral handwritten drawings of people with Parkinson’s disease	11
Automatic lung tumor segmentation from CT images using improved 3D densely connected UNet	11
Quantitative analysis of blood cells from microscopic images using convolutional neural network	11
Expandable pedicle screw may have better fixation than normal pedicle screw: preclinical investigation on instrumented L4-L5 vertebrae based on various physiological movements	11
Machine learning-enabled predictive modeling to precisely identify the antimicrobial peptides	11
Glaucoma disease diagnosis with an artificial algae-based deep learning algorithm	11
Beyond kappa: an informational index for diagnostic agreement in dichotomous and multivalue ordered-categorical ratings	11
Differential diagnosis of asthma and restrictive respiratory diseases by combining forced oscillation measurements, machine learning and neuro-fuzzy classifiers	11
2D and 3D numerical models to evaluate trabecular bone damage	11
Occupational exposure to electromagnetic fields in magnetic resonance environment: an update on regulation, exposure assessment techniques, health risk evaluation, and surveillance	11
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	11
Image-based state-of-the-art techniques for the identification and classification of brain diseases: a review	11
Real-time denoising of ultrasound images based on deep learning	11
General first-order target registration error model considering a coordinate reference frame in an image-guided surgical system	10
Classification of analyzable metaphase images using transfer learning and fine tuning	10
Two-dimensional iterative projection method for subsample speckle tracking of ultrasound images	10
A comprehensive study of brain tumour discrimination using phase combinations, feature rankings, and hybridised classifiers	10
Segmentation of dermoscopy images based on deformable 3D convolution and ResU-NeXt + +	10
Non-obstructive monitoring of muscle fatigue for low intensity dynamic exercise with infrared thermography technique	10
A signal quality assessment–based ECG waveform delineation method used for wearable monitoring systems	10
Spherical coordinates transformation pre-processing in Deep Convolution Neural Networks for brain tumor segmentation in MRI	10
Fully multi-target segmentation for breast ultrasound image based on fully convolutional network	10
MSCCov19Net: multi-branch deep learning model for COVID-19 detection from cough sounds	10
Real-time tracking of a moving target in an indoor corridor of the hospital building using RSSI signals received from two reference nodes	10
Feature selection and risk prediction for patients with coronary artery disease using data mining	10
DCNN-based prediction model for detection of age-related macular degeneration from color fundus images	10
A real-time camera-based adaptive breathing monitoring system	10
Modeling the dynamic brain network representation for autism spectrum disorder diagnosis	9
Predictive mechanics-based model for depth of cut (DOC) of waterjet in soft tissue for waterjet-assisted medical applications	9
Multimodal medical image fusion algorithm based on pulse coupled neural networks and nonsubsampled contourlet transform	9
Approaches for determining cardiac bidomain conductivity values: progress and challenges	9
Patient-specific finite element analysis of heart failure and the impact of surgical intervention in pulmonary hypertension secondary to mitral valve disease	9
Information extraction for prognostic stage prediction from breast cancer medical records using NLP and ML	9
Pulmonary nodule detection based on IR-UNet +  +	9
Impact of peri-implant bone resorption, prosthetic materials, and crown to implant ratio on the stress distribution of short implants: a finite element analysis	9
Mechanical micromodeling of stress-shielding at the bone-implant interphase under shear loading	9
EEG-based hybrid QWERTY mental speller with high information transfer rate	9
Learning and non-learning algorithms for cuffless blood pressure measurement: a review	9
Vibrotactile biofeedback devices in Parkinson’s disease: a narrative review	9
Human locomotion with reinforcement learning using bioinspired reward reshaping strategies	9
An integrated entropy-spatial framework for automatic gender recognition enhancement of emotion-based EEGs	9
Blood glucose concentration prediction based on VMD-KELM-AdaBoost	9
Effects of body postures on the shear modulus of thoracolumbar fascia: a shear wave elastography study	9
Euler common spatial patterns for EEG classification	9
Noninvasive oral cancer screening based on local residual adaptation network using optical coherence tomography	9
Capsule Network–based architectures for the segmentation of sub-retinal serous fluid in optical coherence tomography images of central serous chorioretinopathy	9
Infrared thermal imaging as a screening tool for paediatric wrist fractures	9
A Novel Portable Real-Time Low-Cost Sleep Apnea Monitoring System based on the Global System for Mobile Communications (GSM) Network	9
Classification of electrocardiogram signals with waveform morphological analysis and support vector machines	9
ManoMap: an automated system for characterization of colonic propagating contractions recorded by high-resolution manometry	9
Mathematical analysis of the condylar trajectories in asymptomatic subjects during mandibular motions	8
Personalized prediction of rehabilitation outcomes in multiple sclerosis: a proof-of-concept using clinical data, digital health metrics, and machine learning	8

Biomechanical design prognosis of two extramedullary fixation devices for subtrochanteric femur fracture: a finite element study	8
Transfer learning–driven ensemble model for detection of diabetic retinopathy disease	8
Comparison of subject-independent and subject-specific EEG-based BCI using LDA and SVM classifiers	8
Early detection of COPD based on graph convolutional network and small and weakly labeled data	8
An effective simulation- and measurement-based workflow for enhanced diagnostics in rhinology	8
Physiological separation of Alzheimer’s disease and Alzheimer’s disease with significant levels of cerebrovascular symptomology and healthy controls	8
A finite element–guided mathematical surrogate modeling approach for assessing occupant injury trends across variations in simplified vehicular impact conditions	8
NICOV : a model to analyse impact of nutritional status and immunity on COVID-19	8
COVID-CCD-Net: COVID-19 and colon cancer diagnosis system with optimized CNN hyperparameters using gradient-based optimizer	8
The helical axis of anatomical joints: calculation methods, literature review, and software implementation	8
Mammogram mass segmentation and detection using Legendre neural network-based optimal threshold	8
A statistical shape modeling approach for predicting subject-specific human skull from head surface	8
An improved CNN-based architecture for automatic lung nodule classification	8
Sound transmission in human thorax through airway insonification: an experimental and computational study with diagnostic applications	8
The evaluation of artificial talus implant on ankle joint contact characteristics: a finite element study based on four subjects	8
Classification of SARS-CoV-2 viral genome sequences using Neurochaos Learning	8
Computer-aided diagnosis based on hand thermal, RGB images, and grip force using artificial intelligence as screening tool for rheumatoid arthritis in women	8
Prioritizing the glucose-lowering medicines for type 2 diabetes by an extended fuzzy decision-making approach with target-based attributes	8
Exploratory study on neurochemical effects of low-intensity pulsed ultrasound in brains of mice	8
Self-evoluting framework of deep convolutional neural network for multilocus protein subcellular localization	8
A transfer learning approach on MRI-based radiomics signature for overall survival prediction of low-grade and high-grade gliomas	8
Tooth segmentation and gingival tissue deformation framework for 3D orthodontic treatment planning and evaluating	8
An efficient U-shaped network combined with edge attention module and context pyramid fusion for skin lesion segmentation	8
Automated bleeding detection in wireless capsule endoscopy images based on color feature extraction from Gaussian mixture model superpixels	8
A combined deformable model and medical transformer algorithm for medical image segmentation	8
Enhanced facial expression recognition using 3D point sets and geometric deep learning	8
Towards improving the accuracy of aortic transvalvular pressure gradients: rethinking Bernoulli	8
Prediction of complications and fusion outcomes of fused lumbar spine with or without fixation system under whole-body vibration	7
Integrating patient symptoms, clinical readings, and radiologist feedback with computer-aided diagnosis system for detection of infectious pulmonary disease: a feasibility study	7
3D printing of alginate/thymoquinone/halloysite nanotube bio-scaffolds for cartilage repairs: experimental and numerical study	7
Computational predictions for protein sequences of COVID-19 virus via machine learning algorithms	7
Extraction of low-dimensional features for single-channel common lung sound classification	7
A computer-assisted human peripheral blood leukocyte image classification method based on Siamese network	7
A proof of concept study for machine learning application to stenosis detection	7
Feasibility of extracting tissue material properties via cohesive elements: a finite element approach to probe insertion procedures in non-invasive spine surgeries	7
Biomechanical and clinical studies on lumbar spine fusion surgery: a review	7
Noise suppression–guided image filtering for low-SNR CT reconstruction	7
Precise detection of early breast tumor using a novel EEMD-based feature extraction approach by UWB microwave	7
An interactive motion-tracking system for home-based assessing and training reach-to-target tasks in stroke survivors—a preliminary study	7
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	7
A deep learning approach to median nerve evaluation in ultrasound images of carpal tunnel inlet	7
Hybrid artificial fish particle swarm optimizer and kernel extreme learning machine for type-II diabetes predictive model	7
Novel approach for electromyography-controlled prostheses based on facial action	7
A novel method to reduce the motor imagery BCI illiteracy	7
Biomechanical analysis of three different types of fixators for anterior cruciate ligament reconstruction via finite element method: a patient-specific study	7
Changes of biomechanics induced by Equistasi® in Parkinson’s disease: coupling between balance and lower limb joints kinematics	7
Colorectal cancer lymph node metastasis prediction with weakly supervised transformer-based multi-instance learning	7
Realistic C-arm to pCT registration for vertebral localization in spine surgery	7
Camera fusion for real-time temperature monitoring of neonates using deep learning	7
Fog-cloud architecture-driven Internet of Medical Things framework for healthcare monitoring	7
An efficient brain tumor image classifier by combining multi-pathway cascaded deep neural network and handcrafted features in MR images	7
Comparison of scapular kinematics from optical motion capture and inertial measurement units during a work-related and functional task protocol	7
Recurrent neural network to predict hyperelastic constitutive behaviors of the skeletal muscle	7
Fast soft-tissue deformations coupled with mixed reality toward the next-generation childbirth training simulator	7
Different effects of using pictures as stimuli in a P300 brain-computer interface under rapid serial visual presentation or row-column paradigm	7
Novel machine learning-based hybrid strategy for severity assessment of Parkinson’s disorders	7
Missing data techniques in classification for cardiovascular dysautonomias diagnosis	6
Secure medical image encryption with Walsh–Hadamard transform and lightweight cryptography algorithm	6
Lesion segmentation in lung CT scans using unsupervised adversarial learning	6
Hydrodynamic model of blood flow in major arteries pulsing in various modes	6
The examination of stress shielding in a finite element lumbar spine inclusive of the thoracolumbar fascia	6
Contour-based lung shape analysis in order to tuberculosis detection: modeling and feature description	6
Vessel-based hybrid optic disk segmentation applied to mobile phone camera retinal images	6
Iterative principal component analysis method for improvised classification of breast cancer disease using blood sample analysis	6
Classification of pure conduct disorder from healthy controls based on indices of brain networks during resting state	6
Optimization of 4D flow MRI velocity field in the aorta with divergence-free smoothing	6
Medical expert system for low back pain management: design issues and conflict resolution with Bayesian network	6
A review of bio-impedance devices	6
Altered mechanical properties of actin fibers due to breast cancer invasion: parameter identification based on micropipette aspiration and multiscale tensegrity modeling	6
A comprehensive survey on deep learning techniques in CT image quality improvement	6
State-of-the-art of situation recognition systems for intraoperative procedures	6
Genetic interactions effects for cancer disease identification using computational models: a review	6
Atrial conduction velocity mapping: clinical tools, algorithms and approaches for understanding the arrhythmogenic substrate	6
Roll-over shape of a prosthetic foot: a finite element evaluation and experimental validation	6
Hybrid machine learning method for a connectivity-based epilepsy diagnosis with resting-state EEG	6
An active learning method for diabetic retinopathy classification with uncertainty quantification	6
In silico validation of electrocardiographic imaging to reconstruct the endocardial and epicardial repolarization pattern using the equivalent dipole layer source model	6
Lagrangian-averaged vorticity deviation of spiraling blood flow in the heart during isovolumic contraction and ejection phases	6
Effects of cervicothoracic postures on the stiffness of trapezius muscles	6
Modelling force-length-activation relationships of wrist and finger extensor muscles	6
An application of deep dual convolutional neural network for enhanced medical image denoising	6
Deep learning-based system for automatic prediction of triple-negative breast cancer from ultrasound images	6
Data augmentation for depression detection using skeleton-based gait information	6
Automated method for real-time AMD screening of fundus images dedicated for mobile devices	6
Leukocyte segmentation in peripheral blood images using a novel edge strength cue-based location detection method	6
Space-time filter for SSVEP brain-computer interface based on the minimum variance distortionless response	6
Home-care nursing controlled mobile robot with vital signal monitoring	6
DMs-MAFM+EfficientNet: a hybrid model for predicting dysthyroid optic neuropathy	6
Deep learning-based dental implant recognition using synthetic X-ray images	6
Text-based multi-dimensional medical images retrieval according to the features-usage correlation	6