Medical & Biological Engineering & Computing

Papers
(The TQCC of Medical & Biological Engineering & Computing is 6. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-07-01 to 2024-07-01.)
ArticleCitations
Lung cancer histology classification from CT images based on radiomics and deep learning models83
An efficient medical image encryption using hybrid DNA computing and chaos in transform domain75
Feasibility study to improve deep learning in OCT diagnosis of rare retinal diseases with few-shot classification73
Transfer learning–based ensemble support vector machine model for automated COVID-19 detection using lung computerized tomography scan data66
Hybrid gene selection approach using XGBoost and multi-objective genetic algorithm for cancer classification66
An enhanced deep image model for glaucoma diagnosis using feature-based detection in retinal fundus47
Classification of heart sounds based on the combination of the modified frequency wavelet transform and convolutional neural network46
InSiNet: a deep convolutional approach to skin cancer detection and segmentation46
Tumor type detection in brain MR images of the deep model developed using hypercolumn technique, attention modules, and residual blocks43
Automated glaucoma screening method based on image segmentation and feature extraction42
Wilson disease tissue classification and characterization using seven artificial intelligence models embedded with 3D optimization paradigm on a weak training brain magnetic resonance imaging datasets42
Over-fitting suppression training strategies for deep learning-based atrial fibrillation detection36
Electrothermal blood streaming conveying hybridized nanoparticles in a non-uniform endoscopic conduit35
A new preprocessing approach to improve the performance of CNN-based skin lesion classification35
The advances of topology optimization techniques in orthopedic implants: A review34
Nature-inspired metaheuristics model for gene selection and classification of biomedical microarray data33
Classification of hepatocellular carcinoma and intrahepatic cholangiocarcinoma based on multi-phase CT scans33
Joint low-rank prior and difference of Gaussian filter for magnetic resonance image denoising33
A computer-aided diagnosis system for detecting various diabetic retinopathy grades based on a hybrid deep learning technique32
Evaluation of train and test performance of machine learning algorithms and Parkinson diagnosis with statistical measurements31
Identification of significant risks in pediatric acute lymphoblastic leukemia (ALL) through machine learning (ML) approach31
Automatic feature extraction and fusion recognition of motor imagery EEG using multilevel multiscale CNN30
Automated measurement network for accurate segmentation and parameter modification in fetal head ultrasound images27
Effective recognition of human lower limb jump locomotion phases based on multi-sensor information fusion and machine learning26
Subject-independent EEG emotion recognition with hybrid spatio-temporal GRU-Conv architecture26
Classification of rotator cuff tears in ultrasound images using deep learning models25
Optimizing ANFIS using simulated annealing algorithm for classification of microarray gene expression cancer data25
Muscle force estimation from lower limb EMG signals using novel optimised machine learning techniques25
Estimation of Parkinson’s disease severity using speech features and extreme gradient boosting24
Hyper-acute EEG alterations predict functional and morphological outcomes in thrombolysis-treated ischemic stroke: a wireless EEG study24
Efficient analysis of COVID-19 clinical data using machine learning models21
Neuro-fuzzy patch-wise R-CNN for multiple sclerosis segmentation21
Novelty detection-based approach for Alzheimer’s disease and mild cognitive impairment diagnosis from EEG21
AutoDep: automatic depression detection using facial expressions based on linear binary pattern descriptor21
Simulation of the COVID-19 patient flow and investigation of the future patient arrival using a time-series prediction model: a real-case study20
ROI-based medical image watermarking for accurate tamper detection, localisation and recovery20
An SVM approach towards breast cancer classification from H&E-stained histopathology images based on integrated features20
A deep learning-based approach to automatic proximal femur segmentation in quantitative CT images20
Photoplethysmography temporal marker-based machine learning classifier for anesthesia drug detection20
Automatic classification of solitary pulmonary nodules in PET/CT imaging employing transfer learning techniques19
Imagined character recognition through EEG signals using deep convolutional neural network19
Design and implementation of a novel wireless modular capsule robotic system in pipe19
A convolutional neural network–based learning approach to acute lymphoblastic leukaemia detection with automated feature extraction19
The adoption of deep learning interpretability techniques on diabetic retinopathy analysis: a review19
Analysis of red blood cells from peripheral blood smear images for anemia detection: a methodological review18
Fuzzy segmentation and black widow–based optimal SVM for skin disease classification18
Visco-hyperelastic characterization of human brain white matter micro-level constituents in different strain rates18
The influence of motor tasks and cut-off parameter selection on artifact subspace reconstruction in EEG recordings18
A comparison of regularized logistic regression and random forest machine learning models for daytime diagnosis of obstructive sleep apnea17
A comparison of machine learning classifiers for smartphone-based gait analysis17
Fast body part segmentation and tracking of neonatal video data using deep learning17
CAD system for lung nodule detection using deep learning with CNN17
Patient-specific seizure detection method using nonlinear mode decomposition for long-term EEG signals17
Automatic detection of epileptic seizures using Riemannian geometry from scalp EEG recordings17
Automated detection of ulcers and erosions in capsule endoscopy images using a convolutional neural network17
A machine learning approach for mortality prediction only using non-invasive parameters16
GFNB: Gini index–based Fuzzy Naive Bayes and blast cell segmentation for leukemia detection using multi-cell blood smear images16
Machine learning algorithm to evaluate risk factors of diabetic foot ulcers and its severity16
A hybrid super ensemble learning model for the early-stage prediction of diabetes risk16
A simple embed over encryption scheme for DICOM images using Bülban Map16
DICOM imaging watermarking for hiding medical reports16
Automatic Cobb angle measurement method based on vertebra segmentation by deep learning15
Classifying sitting, standing, and walking using plantar force data15
Length of hospital stay prediction with an integrated approach of statistical-based fuzzy cognitive maps and artificial neural networks14
Classification of error-related potentials from single-trial EEG in association with executed and imagined movements: a feature and classifier investigation14
GLYFE: review and benchmark of personalized glucose predictive models in type 1 diabetes14
COVID-19 diagnosis using chest CT scans and deep convolutional neural networks evolved by IP-based sine-cosine algorithm14
Clinical classification of scoliosis patients using machine learning and markerless 3D surface trunk data14
Haar wavelet transform–based optimal Bayesian method for medical image fusion14
On nonlinear dynamics of COVID-19 disease model corresponding to nonsingular fractional order derivative14
A comprehensive survey on non-invasive wearable bladder volume monitoring systems14
Multi-class motor imagery EEG classification using collaborative representation-based semi-supervised extreme learning machine14
Jaya Ant lion optimization-driven Deep recurrent neural network for cancer classification using gene expression data14
A review of smart sensors coupled with Internet of Things and Artificial Intelligence approach for heart failure monitoring14
Predicting the necessity of oxygen therapy in the early stage of COVID-19 using machine learning14
Assessment of mental fatigue and stress on electronic sport players with data fusion14
GA-MADRID: design and validation of a machine learning tool for the diagnosis of Alzheimer’s disease and frontotemporal dementia using genetic algorithms14
Expandable pedicle screw may have better fixation than normal pedicle screw: preclinical investigation on instrumented L4-L5 vertebrae based on various physiological movements13
A whole-slide image grading benchmark and tissue classification for cervical cancer precursor lesions with inter-observer variability13
On the use of histograms of oriented gradients for tremor detection from sinusoidal and spiral handwritten drawings of people with Parkinson’s disease13
A feasibility study on microwave imaging of bone for osteoporosis monitoring13
A mapping study of ensemble classification methods in lung cancer decision support systems13
Classification of COVID-19 from tuberculosis and pneumonia using deep learning techniques13
Numerical investigation of patient-specific thoracic aortic aneurysms and comparison with normal subject via computational fluid dynamics (CFD)13
Real-time denoising of ultrasound images based on deep learning13
Deep neural network approaches for detecting gastric polyps in endoscopic images13
Multimodal medical image fusion algorithm based on pulse coupled neural networks and nonsubsampled contourlet transform13
A survey of machine learning-based methods for COVID-19 medical image analysis13
Theoretical evaluation of enhanced gold nanoparticle delivery to PC3 tumors due to increased hydraulic conductivity or recovered lymphatic function after mild whole body hyperthermia12
2D and 3D numerical models to evaluate trabecular bone damage12
Beyond kappa: an informational index for diagnostic agreement in dichotomous and multivalue ordered-categorical ratings12
Image-based state-of-the-art techniques for the identification and classification of brain diseases: a review12
Electrophysiological effects of mindfulness meditation in a concentration test12
Comparison of subject-independent and subject-specific EEG-based BCI using LDA and SVM classifiers12
Machine learning-enabled predictive modeling to precisely identify the antimicrobial peptides12
Occupational exposure to electromagnetic fields in magnetic resonance environment: an update on regulation, exposure assessment techniques, health risk evaluation, and surveillance12
An integrated entropy-spatial framework for automatic gender recognition enhancement of emotion-based EEGs12
Quantitative analysis of blood cells from microscopic images using convolutional neural network12
PneuNet: deep learning for COVID-19 pneumonia diagnosis on chest X-ray image analysis using Vision Transformer12
A robust and parsimonious machine learning method to predict ICU admission of COVID-19 patients12
Automatic lung tumor segmentation from CT images using improved 3D densely connected UNet12
Feature selection and risk prediction for patients with coronary artery disease using data mining12
Differential diagnosis of asthma and restrictive respiratory diseases by combining forced oscillation measurements, machine learning and neuro-fuzzy classifiers12
Early detection of COPD based on graph convolutional network and small and weakly labeled data11
Patient-specific finite element analysis of heart failure and the impact of surgical intervention in pulmonary hypertension secondary to mitral valve disease11
Glaucoma disease diagnosis with an artificial algae-based deep learning algorithm11
A real-time camera-based adaptive breathing monitoring system11
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 sys11
A signal quality assessment–based ECG waveform delineation method used for wearable monitoring systems11
Segmentation of dermoscopy images based on deformable 3D convolution and ResU-NeXt + +11
Information extraction for prognostic stage prediction from breast cancer medical records using NLP and ML11
Transfer learning–driven ensemble model for detection of diabetic retinopathy disease11
Learning and non-learning algorithms for cuffless blood pressure measurement: a review10
Data augmentation for depression detection using skeleton-based gait information10
Enhanced facial expression recognition using 3D point sets and geometric deep learning10
General first-order target registration error model considering a coordinate reference frame in an image-guided surgical system10
A finite element–guided mathematical surrogate modeling approach for assessing occupant injury trends across variations in simplified vehicular impact conditions10
Classification of analyzable metaphase images using transfer learning and fine tuning10
ManoMap: an automated system for characterization of colonic propagating contractions recorded by high-resolution manometry10
A comprehensive study of brain tumour discrimination using phase combinations, feature rankings, and hybridised classifiers10
Camera fusion for real-time temperature monitoring of neonates using deep learning10
Noninvasive oral cancer screening based on local residual adaptation network using optical coherence tomography10
Fog-cloud architecture-driven Internet of Medical Things framework for healthcare monitoring10
Approaches for determining cardiac bidomain conductivity values: progress and challenges10
A Novel Portable Real-Time Low-Cost Sleep Apnea Monitoring System based on the Global System for Mobile Communications (GSM) Network10
Non-obstructive monitoring of muscle fatigue for low intensity dynamic exercise with infrared thermography technique10
Real-time tracking of a moving target in an indoor corridor of the hospital building using RSSI signals received from two reference nodes10
DCNN-based prediction model for detection of age-related macular degeneration from color fundus images10
Modeling the dynamic brain network representation for autism spectrum disorder diagnosis10
Sound transmission in human thorax through airway insonification: an experimental and computational study with diagnostic applications10
Fully multi-target segmentation for breast ultrasound image based on fully convolutional network10
Capsule Network–based architectures for the segmentation of sub-retinal serous fluid in optical coherence tomography images of central serous chorioretinopathy10
MSCCov19Net: multi-branch deep learning model for COVID-19 detection from cough sounds10
Computer-aided diagnosis based on hand thermal, RGB images, and grip force using artificial intelligence as screening tool for rheumatoid arthritis in women10
Two-dimensional iterative projection method for subsample speckle tracking of ultrasound images10
The helical axis of anatomical joints: calculation methods, literature review, and software implementation10
Spherical coordinates transformation pre-processing in Deep Convolution Neural Networks for brain tumor segmentation in MRI10
Impact of peri-implant bone resorption, prosthetic materials, and crown to implant ratio on the stress distribution of short implants: a finite element analysis10
COVID-CCD-Net: COVID-19 and colon cancer diagnosis system with optimized CNN hyperparameters using gradient-based optimizer9
An improved CNN-based architecture for automatic lung nodule classification9
Vibrotactile biofeedback devices in Parkinson’s disease: a narrative review9
Classification of electrocardiogram signals with waveform morphological analysis and support vector machines9
Blood glucose concentration prediction based on VMD-KELM-AdaBoost9
Effects of body postures on the shear modulus of thoracolumbar fascia: a shear wave elastography study9
An efficient U-shaped network combined with edge attention module and context pyramid fusion for skin lesion segmentation9
Physiological separation of Alzheimer’s disease and Alzheimer’s disease with significant levels of cerebrovascular symptomology and healthy controls9
Deep learning-based dental implant recognition using synthetic X-ray images9
Different effects of using pictures as stimuli in a P300 brain-computer interface under rapid serial visual presentation or row-column paradigm9
Mechanical micromodeling of stress-shielding at the bone-implant interphase under shear loading9
Euler common spatial patterns for EEG classification9
EEG-based hybrid QWERTY mental speller with high information transfer rate9
Human locomotion with reinforcement learning using bioinspired reward reshaping strategies9
Pulmonary nodule detection based on IR-UNet +  +9
A transfer learning approach on MRI-based radiomics signature for overall survival prediction of low-grade and high-grade gliomas9
Classification of SARS-CoV-2 viral genome sequences using Neurochaos Learning8
A novel method to reduce the motor imagery BCI illiteracy8
Personalized prediction of rehabilitation outcomes in multiple sclerosis: a proof-of-concept using clinical data, digital health metrics, and machine learning8
Feasibility of extracting tissue material properties via cohesive elements: a finite element approach to probe insertion procedures in non-invasive spine surgeries8
Mammogram mass segmentation and detection using Legendre neural network-based optimal threshold8
Prioritizing the glucose-lowering medicines for type 2 diabetes by an extended fuzzy decision-making approach with target-based attributes8
A statistical shape modeling approach for predicting subject-specific human skull from head surface8
Integrating patient symptoms, clinical readings, and radiologist feedback with computer-aided diagnosis system for detection of infectious pulmonary disease: a feasibility study8
Atrial conduction velocity mapping: clinical tools, algorithms and approaches for understanding the arrhythmogenic substrate8
The evaluation of artificial talus implant on ankle joint contact characteristics: a finite element study based on four subjects8
Exploratory study on neurochemical effects of low-intensity pulsed ultrasound in brains of mice8
Biomechanical and clinical studies on lumbar spine fusion surgery: a review8
A review of bio-impedance devices8
Self-evoluting framework of deep convolutional neural network for multilocus protein subcellular localization8
Precise detection of early breast tumor using a novel EEMD-based feature extraction approach by UWB microwave8
Mathematical analysis of the condylar trajectories in asymptomatic subjects during mandibular motions8
Automated bleeding detection in wireless capsule endoscopy images based on color feature extraction from Gaussian mixture model superpixels8
A combined deformable model and medical transformer algorithm for medical image segmentation8
Hybrid artificial fish particle swarm optimizer and kernel extreme learning machine for type-II diabetes predictive model8
NICOV : a model to analyse impact of nutritional status and immunity on COVID-198
A novel approach for detection of dyslexia using convolutional neural network with EOG signals8
Colorectal cancer lymph node metastasis prediction with weakly supervised transformer-based multi-instance learning8
Tooth segmentation and gingival tissue deformation framework for 3D orthodontic treatment planning and evaluating8
Biomechanical design prognosis of two extramedullary fixation devices for subtrochanteric femur fracture: a finite element study8
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 arrhythmia8
An effective simulation- and measurement-based workflow for enhanced diagnostics in rhinology8
A proof of concept study for machine learning application to stenosis detection7
DMs-MAFM+EfficientNet: a hybrid model for predicting dysthyroid optic neuropathy7
A comprehensive survey on deep learning techniques in CT image quality improvement7
Changes of biomechanics induced by Equistasi® in Parkinson’s disease: coupling between balance and lower limb joints kinematics7
Lesion segmentation in lung CT scans using unsupervised adversarial learning7
Realistic C-arm to pCT registration for vertebral localization in spine surgery7
Roll-over shape of a prosthetic foot: a finite element evaluation and experimental validation7
Hybrid machine learning method for a connectivity-based epilepsy diagnosis with resting-state EEG7
An efficient brain tumor image classifier by combining multi-pathway cascaded deep neural network and handcrafted features in MR images7
Comparison of scapular kinematics from optical motion capture and inertial measurement units during a work-related and functional task protocol7
Recurrent neural network to predict hyperelastic constitutive behaviors of the skeletal muscle7
Biomechanical analysis of three different types of fixators for anterior cruciate ligament reconstruction via finite element method: a patient-specific study7
Wearables and their applications for the rehabilitation of elderly people7
Noise suppression–guided image filtering for low-SNR CT reconstruction7
Altered mechanical properties of actin fibers due to breast cancer invasion: parameter identification based on micropipette aspiration and multiscale tensegrity modeling7
Automated method for real-time AMD screening of fundus images dedicated for mobile devices7
An active learning method for diabetic retinopathy classification with uncertainty quantification7
Computational predictions for protein sequences of COVID-19 virus via machine learning algorithms7
Numerical modeling of residual type B aortic dissection: longitudinal analysis of favorable and unfavorable evolution7
Novel approach for electromyography-controlled prostheses based on facial action7
Common hyper-entropy patterns identified in nicotine smoking, marijuana use, and alcohol use based on uni-drug dependence cohorts7
Fast soft-tissue deformations coupled with mixed reality toward the next-generation childbirth training simulator7
Novel machine learning-based hybrid strategy for severity assessment of Parkinson’s disorders7
Prediction of complications and fusion outcomes of fused lumbar spine with or without fixation system under whole-body vibration7
Secure medical image encryption with Walsh–Hadamard transform and lightweight cryptography algorithm7
3D printing of alginate/thymoquinone/halloysite nanotube bio-scaffolds for cartilage repairs: experimental and numerical study7
The segmentation effect of style transfer on fetal head ultrasound image: a study of multi-source data7
A deep learning approach to median nerve evaluation in ultrasound images of carpal tunnel inlet7
Extraction of low-dimensional features for single-channel common lung sound classification7
Effects of muscle shortening on single-fiber, motor unit, and compound muscle action potentials6
Lagrangian-averaged vorticity deviation of spiraling blood flow in the heart during isovolumic contraction and ejection phases6
Good view frames from ultrasonography (USG) video containing ONS diameter using state-of-the-art deep learning architectures6
Finite element analysis in brace treatment on adolescent idiopathic scoliosis6
Missing data techniques in classification for cardiovascular dysautonomias diagnosis6
Quantifying muscle alterations in a Parkinson’s disease animal model using electromyographic biomarkers6
Deep learning-based system for automatic prediction of triple-negative breast cancer from ultrasound images6
Hydrodynamic model of blood flow in major arteries pulsing in various modes6
Framework for classification of cancer gene expression data using Bayesian hyper-parameter optimization6
The examination of stress shielding in a finite element lumbar spine inclusive of the thoracolumbar fascia6
Multiple instance learning for lung pathophysiological findings detection using CT scans6
Iterative principal component analysis method for improvised classification of breast cancer disease using blood sample analysis6
Classification of pure conduct disorder from healthy controls based on indices of brain networks during resting state6
Medical expert system for low back pain management: design issues and conflict resolution with Bayesian network6
Effects of cervicothoracic postures on the stiffness of trapezius muscles6
Text-based multi-dimensional medical images retrieval according to the features-usage correlation6
Handling of derived imbalanced dataset using XGBoost for identification of pulmonary embolism—a non-cardiac cause of cardiac arrest6
Effective residual convolutional neural network for Chagas disease parasite segmentation6
An application of deep dual convolutional neural network for enhanced medical image denoising6
Genetic interactions effects for cancer disease identification using computational models: a review6
Neurocognitive functions of prosocial and unsocial incongruency information during language comprehension: evidence from time–frequency analysis of EEG signals6
Primitive muscle synergies reflect different modes of coordination in upper limb motions6
Vessel-based hybrid optic disk segmentation applied to mobile phone camera retinal images6
Home-care nursing controlled mobile robot with vital signal monitoring6
Optimization of 4D flow MRI velocity field in the aorta with divergence-free smoothing6
Finite element investigation on the dynamic mechanical properties of low-frequency vibrations on human L2–L3 spinal motion segments with different degrees of degeneration6
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-transformation6
Modelling force-length-activation relationships of wrist and finger extensor muscles6
A novel catheter interaction simulating method for virtual reality interventional training systems6
State-of-the-art of situation recognition systems for intraoperative procedures6
Total hip replacement monitoring: numerical models for the acoustic emission technique6
Cadaveric feasibility study of a teleoperated parallel continuum robot with variable stiffness for transoral surgery6
Diagnosing growing pains in children by using machine learning: a cross-sectional multicenter study6
Space-time filter for SSVEP brain-computer interface based on the minimum variance distortionless response6
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