Medical & Biological Engineering & Computing

Article	Citations
A robust medical image encryption in dual domain: chaos-DNA-IWT combined approach	76
Image fusion using hybrid methods in multimodality medical images	71
Combining DC-GAN with ResNet for blood cell image classification	63
Prediction of lower limb joint angles and moments during gait using artificial neural networks	63
Lung cancer histology classification from CT images based on radiomics and deep learning models	62
Feasibility study to improve deep learning in OCT diagnosis of rare retinal diseases with few-shot classification	62
An efficient medical image encryption using hybrid DNA computing and chaos in transform domain	59
Transfer learning–based ensemble support vector machine model for automated COVID-19 detection using lung computerized tomography scan data	55
Hybrid gene selection approach using XGBoost and multi-objective genetic algorithm for cancer classification	46
Deep feature–based automatic classification of mammograms	44
Simulation study of transcatheter heart valve implantation in patients with stenotic bicuspid aortic valve	41
A deep convolutional neural network architecture for interstitial lung disease pattern classification	40
MaskMitosis: a deep learning framework for fully supervised, weakly supervised, and unsupervised mitosis detection in histopathology images	39
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	39
An enhanced deep image model for glaucoma diagnosis using feature-based detection in retinal fundus	39
Machine learning–based operation skills assessment with vascular difficulty index for vascular intervention surgery	38
Tumor type detection in brain MR images of the deep model developed using hypercolumn technique, attention modules, and residual blocks	37
A novel noncontact detection method of surgeon’s operation for a master-slave endovascular surgery robot	35
Single-lead noninvasive fetal ECG extraction by means of combining clustering and principal components analysis	33
Classification of heart sounds based on the combination of the modified frequency wavelet transform and convolutional neural network	33
Medical data set classification using a new feature selection algorithm combined with twin-bounded support vector machine	31
A fully automated hybrid human sperm detection and classification system based on mobile-net and the performance comparison with conventional methods	31
InSiNet: a deep convolutional approach to skin cancer detection and segmentation	30
A new preprocessing approach to improve the performance of CNN-based skin lesion classification	30
Use of a K-nearest neighbors model to predict the development of type 2 diabetes within 2 years in an obese, hypertensive population	29

Automated glaucoma screening method based on image segmentation and feature extraction	29
Joint low-rank prior and difference of Gaussian filter for magnetic resonance image denoising	28
EEG classification across sessions and across subjects through transfer learning in motor imagery-based brain-machine interface system	27
DeepSurvNet: deep survival convolutional network for brain cancer survival rate classification based on histopathological images	26
Localization of common carotid artery transverse section in B-mode ultrasound images using faster RCNN: a deep learning approach	26
Coronary arteries hemodynamics: effect of arterial geometry on hemodynamic parameters causing atherosclerosis	26
The advances of topology optimization techniques in orthopedic implants: A review	26
Improvement in osseointegration of tricalcium phosphate-zircon for orthopedic applications: an in vitro and in vivo evaluation	26
Evaluation of train and test performance of machine learning algorithms and Parkinson diagnosis with statistical measurements	25
Finite element analysis of bone and implant stresses for customized 3D-printed orthopaedic implants in fracture fixation	25
Identification of significant risks in pediatric acute lymphoblastic leukemia (ALL) through machine learning (ML) approach	25
Over-fitting suppression training strategies for deep learning-based atrial fibrillation detection	25
Classification of hepatocellular carcinoma and intrahepatic cholangiocarcinoma based on multi-phase CT scans	25
Radiogenomics model for overall survival prediction of glioblastoma	24
Transfer learning for informative-frame selection in laryngoscopic videos through learned features	23
Automatic feature extraction and fusion recognition of motor imagery EEG using multilevel multiscale CNN	23
Automated measurement network for accurate segmentation and parameter modification in fetal head ultrasound images	23
Automated lung cancer diagnosis using three-dimensional convolutional neural networks	22
Design of a multi-arm concentric-tube robot system for transnasal surgery	22
Electrothermal blood streaming conveying hybridized nanoparticles in a non-uniform endoscopic conduit	21
Hyper-acute EEG alterations predict functional and morphological outcomes in thrombolysis-treated ischemic stroke: a wireless EEG study	21
Nature-inspired metaheuristics model for gene selection and classification of biomedical microarray data	20
Effective recognition of human lower limb jump locomotion phases based on multi-sensor information fusion and machine learning	20
The effect of follower load on the range of motion, facet joint force, and intradiscal pressure of the cervical spine: a finite element study	19
Neuro-fuzzy patch-wise R-CNN for multiple sclerosis segmentation	18
Numerical analysis of the flow field in the lacunar-canalicular system under different magnitudes of gravity	18
Optimizing ANFIS using simulated annealing algorithm for classification of microarray gene expression cancer data	17
Convolutional neural network for detection and classification of seizures in clinical data	17
Design and implementation of a novel wireless modular capsule robotic system in pipe	16
A computer-aided diagnosis system for detecting various diabetic retinopathy grades based on a hybrid deep learning technique	16
A novel acquisition platform for long-term breathing frequency monitoring based on inertial measurement units	16
Efficient analysis of COVID-19 clinical data using machine learning models	16
Automatic detection of epileptic seizures using Riemannian geometry from scalp EEG recordings	15
Machine learning distinguishes neurosurgical skill levels in a virtual reality tumor resection task	15
Automatic classification of solitary pulmonary nodules in PET/CT imaging employing transfer learning techniques	15
An effective approach for breast cancer diagnosis based on routine blood analysis features	15
Patient-specific seizure detection method using nonlinear mode decomposition for long-term EEG signals	15
Neonatal sleep stage identification using long short-term memory learning system	15
Simulation of the COVID-19 patient flow and investigation of the future patient arrival using a time-series prediction model: a real-case study	15
Estimation of Parkinson’s disease severity using speech features and extreme gradient boosting	15
Multi-class motor imagery EEG classification using collaborative representation-based semi-supervised extreme learning machine	14
Enhancement of blurry retinal image based on non-uniform contrast stretching and intensity transfer	14
The influence of motor tasks and cut-off parameter selection on artifact subspace reconstruction in EEG recordings	14
Superpixel-based deep convolutional neural networks and active contour model for automatic prostate segmentation on 3D MRI scans	14
Imagined character recognition through EEG signals using deep convolutional neural network	14
AutoDep: automatic depression detection using facial expressions based on linear binary pattern descriptor	14
A novel method to model hepatic vascular network using vessel segmentation, thinning, and completion	14
Novelty detection-based approach for Alzheimer’s disease and mild cognitive impairment diagnosis from EEG	13
Gait event detection using inertial measurement units in people with transfemoral amputation: a comparative study	13
Computer-aided diagnosis systems for osteoporosis detection: a comprehensive survey	13

DICOM imaging watermarking for hiding medical reports	13
Muscle force estimation from lower limb EMG signals using novel optimised machine learning techniques	13
Fuzzy segmentation and black widow–based optimal SVM for skin disease classification	13
Nucleus and cytoplasm–based segmentation and actor-critic neural network for acute lymphocytic leukaemia detection in single cell blood smear images	13
ROI-based medical image watermarking for accurate tamper detection, localisation and recovery	13
Fast body part segmentation and tracking of neonatal video data using deep learning	13
Automatic detection algorithm for establishing standard to identify “surge blood pressure”	13
Automatic forensic identification using 3D sphenoid sinus segmentation and deep characterization	13
A convolutional neural network–based learning approach to acute lymphoblastic leukaemia detection with automated feature extraction	13
A review of smart sensors coupled with Internet of Things and Artificial Intelligence approach for heart failure monitoring	12
Haar wavelet transform–based optimal Bayesian method for medical image fusion	12
A mapping study of ensemble classification methods in lung cancer decision support systems	12
Visco-hyperelastic characterization of human brain white matter micro-level constituents in different strain rates	12
Classification of rotator cuff tears in ultrasound images using deep learning models	12
A comparison of regularized logistic regression and random forest machine learning models for daytime diagnosis of obstructive sleep apnea	12
Multiple functional connectivity networks fusion for schizophrenia diagnosis	12
Classifying sitting, standing, and walking using plantar force data	12
A whole-slide image grading benchmark and tissue classification for cervical cancer precursor lesions with inter-observer variability	12
An SVM approach towards breast cancer classification from H&E-stained histopathology images based on integrated features	12
A comparison of machine learning classifiers for smartphone-based gait analysis	12
Photoplethysmography temporal marker-based machine learning classifier for anesthesia drug detection	12
Diagnosis support of sickle cell anemia by classifying red blood cell shape in peripheral blood images	12
A machine learning approach for mortality prediction only using non-invasive parameters	12
Diversity in a signal-to-image transformation approach for EEG-based motor imagery task classification	12
Efficacy of the FDA nozzle benchmark and the lattice Boltzmann method for the analysis of biomedical flows in transitional regime	12
Assessment of mental fatigue and stress on electronic sport players with data fusion	11
Jaya Ant lion optimization-driven Deep recurrent neural network for cancer classification using gene expression data	11
Quantifying the lagged Poincaré plot geometry of ultrashort heart rate variability series: automatic recognition of odor hedonic tone	11
A novel palpation–based method for tumor nodule quantification in soft tissue—computational framework and experimental validation	11
Classification of error-related potentials from single-trial EEG in association with executed and imagined movements: a feature and classifier investigation	11
A simple embed over encryption scheme for DICOM images using Bülban Map	11
Numerical simulation of nasal airflows and thermal air modification in newborns	11
CAD system for lung nodule detection using deep learning with CNN	11
The mechanism of balloon Eustachian tuboplasty: a biomechanical study	11
GFNB: Gini index–based Fuzzy Naive Bayes and blast cell segmentation for leukemia detection using multi-cell blood smear images	11
Machine learning algorithm to evaluate risk factors of diabetic foot ulcers and its severity	11
Clinical classification of scoliosis patients using machine learning and markerless 3D surface trunk data	11
Automated detection of ulcers and erosions in capsule endoscopy images using a convolutional neural network	11
A deep learning-based approach to automatic proximal femur segmentation in quantitative CT images	11
Random forest–based classsification and analysis of hemiplegia gait using low-cost depth cameras	11
On nonlinear dynamics of COVID-19 disease model corresponding to nonsingular fractional order derivative	10
A two-stage approach towards protein secondary structure classification	10
Theoretical evaluation of enhanced gold nanoparticle delivery to PC3 tumors due to increased hydraulic conductivity or recovered lymphatic function after mild whole body hyperthermia	10
A bio-impedance quantitative method based on magnetic induction tomography for intracranial hematoma	10
Occupational exposure to electromagnetic fields in magnetic resonance environment: an update on regulation, exposure assessment techniques, health risk evaluation, and surveillance	10
Automated mammographic mass detection using deformable convolution and multiscale features	10
Two-dimensional iterative projection method for subsample speckle tracking of ultrasound images	10
Automatic lesion segmentation and classification of hepatic echinococcosis using a multiscale-feature convolutional neural network	10
Differential diagnosis of asthma and restrictive respiratory diseases by combining forced oscillation measurements, machine learning and neuro-fuzzy classifiers	10
A comprehensive study of brain tumour discrimination using phase combinations, feature rankings, and hybridised classifiers	10
Automatic detection of anatomical landmarks of the aorta in CTA images	10
Intelligent autonomous treatment of bedwetting using non-invasive wearable advanced mechatronics systems and MEMS sensors	10
Proposal of hemodynamically improved design of an axial flow blood pump for LVAD	10
Implantable electrical stimulation bioreactor with liquid crystal polymer-based electrodes for enhanced bone regeneration at mandibular large defects in rabbit	10
Predicting the necessity of oxygen therapy in the early stage of COVID-19 using machine learning	10
GLYFE: review and benchmark of personalized glucose predictive models in type 1 diabetes	10
Real-time prediction of tumor motion using a dynamic neural network	10
A condition-independent framework for the classification of error-related brain activity	10
The adoption of deep learning interpretability techniques on diabetic retinopathy analysis: a review	10
General first-order target registration error model considering a coordinate reference frame in an image-guided surgical system	10
Image-based state-of-the-art techniques for the identification and classification of brain diseases: a review	10
Deep neural network approaches for detecting gastric polyps in endoscopic images	9
Fully multi-target segmentation for breast ultrasound image based on fully convolutional network	9
Length of hospital stay prediction with an integrated approach of statistical-based fuzzy cognitive maps and artificial neural networks	9
Glaucoma disease diagnosis with an artificial algae-based deep learning algorithm	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
Machine learning-enabled predictive modeling to precisely identify the antimicrobial peptides	9
A robust and parsimonious machine learning method to predict ICU admission of COVID-19 patients	9
On the use of histograms of oriented gradients for tremor detection from sinusoidal and spiral handwritten drawings of people with Parkinson’s disease	9
Numerical investigation of patient-specific thoracic aortic aneurysms and comparison with normal subject via computational fluid dynamics (CFD)	9
Chronic gastritis classification using gastric X-ray images with a semi-supervised learning method based on tri-training	9
DCNN-based prediction model for detection of age-related macular degeneration from color fundus images	9
Quantitative analysis of blood cells from microscopic images using convolutional neural network	9
Expandable pedicle screw may have better fixation than normal pedicle screw: preclinical investigation on instrumented L4-L5 vertebrae based on various physiological movements	9
Configuration design and correction ability evaluation of a novel external fixator for foot and ankle deformity treated by U osteotomy	9
2D and 3D numerical models to evaluate trabecular bone damage	9
Approaches for determining cardiac bidomain conductivity values: progress and challenges	9
Subject-independent EEG emotion recognition with hybrid spatio-temporal GRU-Conv architecture	9
Feature selection and risk prediction for patients with coronary artery disease using data mining	9

A comprehensive survey on non-invasive wearable bladder volume monitoring systems	9
A-phase classification using convolutional neural networks	9
Mammogram mass segmentation and detection using Legendre neural network-based optimal threshold	8
Analysis of red blood cells from peripheral blood smear images for anemia detection: a methodological review	8
Capsule Network–based architectures for the segmentation of sub-retinal serous fluid in optical coherence tomography images of central serous chorioretinopathy	8
Information extraction for prognostic stage prediction from breast cancer medical records using NLP and ML	8
Spherical coordinates transformation pre-processing in Deep Convolution Neural Networks for brain tumor segmentation in MRI	8
Electrophysiological effects of mindfulness meditation in a concentration test	8
Impact of peri-implant bone resorption, prosthetic materials, and crown to implant ratio on the stress distribution of short implants: a finite element analysis	8
Mechanical micromodeling of stress-shielding at the bone-implant interphase under shear loading	8
Predictive mechanics-based model for depth of cut (DOC) of waterjet in soft tissue for waterjet-assisted medical applications	8
Infrared thermal imaging as a screening tool for paediatric wrist fractures	8
A signal quality assessment–based ECG waveform delineation method used for wearable monitoring systems	8
ManoMap: an automated system for characterization of colonic propagating contractions recorded by high-resolution manometry	8
Effects of body postures on the shear modulus of thoracolumbar fascia: a shear wave elastography study	8
A statistical shape modeling approach for predicting subject-specific human skull from head surface	8
Learning and non-learning algorithms for cuffless blood pressure measurement: a review	8
A Novel Portable Real-Time Low-Cost Sleep Apnea Monitoring System based on the Global System for Mobile Communications (GSM) Network	8
Detecting self-paced walking intention based on fNIRS technology for the development of BCI	8
Nitinol actuated soft structures towards transnasal drug delivery: a pilot cadaver study	8
A hybrid super ensemble learning model for the early-stage prediction of diabetes risk	7
An interactive motion-tracking system for home-based assessing and training reach-to-target tasks in stroke survivors—a preliminary study	7
Automated bleeding detection in wireless capsule endoscopy images based on color feature extraction from Gaussian mixture model superpixels	7
Feasibility of extracting tissue material properties via cohesive elements: a finite element approach to probe insertion procedures in non-invasive spine surgeries	7
GA-MADRID: design and validation of a machine learning tool for the diagnosis of Alzheimer’s disease and frontotemporal dementia using genetic algorithms	7
Computer-aided diagnosis based on hand thermal, RGB images, and grip force using artificial intelligence as screening tool for rheumatoid arthritis in women	7
Hybrid artificial fish particle swarm optimizer and kernel extreme learning machine for type-II diabetes predictive model	7
Biomechanical influence of anchorages on orthodontic space closing mechanics by sliding method	7
A machine learning model for predicting risk of hospital readmission within 30 days of discharge: validated with LACE index and patient at risk of hospital readmission (PARR) model	7
A multi-level similarity measure for the retrieval of the common CT imaging signs of lung diseases	7
Changes of biomechanics induced by Equistasi® in Parkinson’s disease: coupling between balance and lower limb joints kinematics	7
Low-contrast X-ray enhancement using a fuzzy gamma reasoning model	7
An efficient U-shaped network combined with edge attention module and context pyramid fusion for skin lesion segmentation	7
Computational predictions for protein sequences of COVID-19 virus via machine learning algorithms	7
Vibrotactile biofeedback devices in Parkinson’s disease: a narrative review	7
Non-obstructive monitoring of muscle fatigue for low intensity dynamic exercise with infrared thermography technique	7
Human locomotion with reinforcement learning using bioinspired reward reshaping strategies	7
Novel approach for electromyography-controlled prostheses based on facial action	7
Real-time tracking of a moving target in an indoor corridor of the hospital building using RSSI signals received from two reference nodes	7
Towards improving the accuracy of aortic transvalvular pressure gradients: rethinking Bernoulli	7
Mathematical analysis of the condylar trajectories in asymptomatic subjects during mandibular motions	7
Noninvasive oral cancer screening based on local residual adaptation network using optical coherence tomography	7
A computational analysis of the effect of supporting organs on predicted vesical pressure in stress urinary incontinence	7
Quantitative assessment of microcalcification cluster image quality in digital breast tomosynthesis, 2-dimensional and synthetic mammography	7
Segmentation of dermoscopy images based on deformable 3D convolution and ResU-NeXt + +	7
A finite element–guided mathematical surrogate modeling approach for assessing occupant injury trends across variations in simplified vehicular impact conditions	7
A computer-assisted human peripheral blood leukocyte image classification method based on Siamese network	7
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	7
Beyond kappa: an informational index for diagnostic agreement in dichotomous and multivalue ordered-categorical ratings	7
A feasibility study on microwave imaging of bone for osteoporosis monitoring	7
Missing data techniques in classification for cardiovascular dysautonomias diagnosis	6
Biomechanical design prognosis of two extramedullary fixation devices for subtrochanteric femur fracture: a finite element study	6
State-of-the-art of situation recognition systems for intraoperative procedures	6
Contour-based lung shape analysis in order to tuberculosis detection: modeling and feature description	6
EEG-based hybrid QWERTY mental speller with high information transfer rate	6
Leukocyte segmentation in peripheral blood images using a novel edge strength cue-based location detection method	6
Iterative principal component analysis method for improvised classification of breast cancer disease using blood sample analysis	6
Comparison of scapular kinematics from optical motion capture and inertial measurement units during a work-related and functional task protocol	6
Classification of electrocardiogram signals with waveform morphological analysis and support vector machines	6
Novel machine learning-based hybrid strategy for severity assessment of Parkinson’s disorders	6
Noise suppression–guided image filtering for low-SNR CT reconstruction	6
Prediction of complications and fusion outcomes of fused lumbar spine with or without fixation system under whole-body vibration	6
Euler common spatial patterns for EEG classification	6
Camera fusion for real-time temperature monitoring of neonates using deep learning	6
A new detection method for EMG activity monitoring	6
Physiological separation of Alzheimer’s disease and Alzheimer’s disease with significant levels of cerebrovascular symptomology and healthy controls	6
Enhanced facial expression recognition using 3D point sets and geometric deep learning	6
Classification of pure conduct disorder from healthy controls based on indices of brain networks during resting state	6
Classification of analyzable metaphase images using transfer learning and fine tuning	6
Different effects of using pictures as stimuli in a P300 brain-computer interface under rapid serial visual presentation or row-column paradigm	6
COVID-CCD-Net: COVID-19 and colon cancer diagnosis system with optimized CNN hyperparameters using gradient-based optimizer	6
Tooth segmentation and gingival tissue deformation framework for 3D orthodontic treatment planning and evaluating	6
Pulse transit time based respiratory rate estimation with singular spectrum analysis	6
Sound transmission in human thorax through airway insonification: an experimental and computational study with diagnostic applications	6
Automated method for real-time AMD screening of fundus images dedicated for mobile devices	6
Classification of SARS-CoV-2 viral genome sequences using Neurochaos Learning	6
In silico validation of electrocardiographic imaging to reconstruct the endocardial and epicardial repolarization pattern using the equivalent dipole layer source model	6
Automatic lung tumor segmentation from CT images using improved 3D densely connected UNet	6
A novel method to reduce the motor imagery BCI illiteracy	6