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 2020-05-01 to 2024-05-01.)
ArticleCitations
Lung cancer histology classification from CT images based on radiomics and deep learning models78
An efficient medical image encryption using hybrid DNA computing and chaos in transform domain73
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 data65
Hybrid gene selection approach using XGBoost and multi-objective genetic algorithm for cancer classification60
An enhanced deep image model for glaucoma diagnosis using feature-based detection in retinal fundus47
MaskMitosis: a deep learning framework for fully supervised, weakly supervised, and unsupervised mitosis detection in histopathology images45
Classification of heart sounds based on the combination of the modified frequency wavelet transform and convolutional neural network43
InSiNet: a deep convolutional approach to skin cancer detection and segmentation43
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
Machine learning–based operation skills assessment with vascular difficulty index for vascular intervention surgery41
Tumor type detection in brain MR images of the deep model developed using hypercolumn technique, attention modules, and residual blocks41
Automated glaucoma screening method based on image segmentation and feature extraction38
Coronary arteries hemodynamics: effect of arterial geometry on hemodynamic parameters causing atherosclerosis35
A new preprocessing approach to improve the performance of CNN-based skin lesion classification34
Over-fitting suppression training strategies for deep learning-based atrial fibrillation detection33
Joint low-rank prior and difference of Gaussian filter for magnetic resonance image denoising33
The advances of topology optimization techniques in orthopedic implants: A review32
Evaluation of train and test performance of machine learning algorithms and Parkinson diagnosis with statistical measurements31
Classification of hepatocellular carcinoma and intrahepatic cholangiocarcinoma based on multi-phase CT scans31
Nature-inspired metaheuristics model for gene selection and classification of biomedical microarray data31
Electrothermal blood streaming conveying hybridized nanoparticles in a non-uniform endoscopic conduit30
Identification of significant risks in pediatric acute lymphoblastic leukemia (ALL) through machine learning (ML) approach30
EEG classification across sessions and across subjects through transfer learning in motor imagery-based brain-machine interface system29
A computer-aided diagnosis system for detecting various diabetic retinopathy grades based on a hybrid deep learning technique28
Improvement in osseointegration of tricalcium phosphate-zircon for orthopedic applications: an in vitro and in vivo evaluation28
Automatic feature extraction and fusion recognition of motor imagery EEG using multilevel multiscale CNN26
Automated measurement network for accurate segmentation and parameter modification in fetal head ultrasound images26
Optimizing ANFIS using simulated annealing algorithm for classification of microarray gene expression cancer data25
Radiogenomics model for overall survival prediction of glioblastoma25
Effective recognition of human lower limb jump locomotion phases based on multi-sensor information fusion and machine learning25
Hyper-acute EEG alterations predict functional and morphological outcomes in thrombolysis-treated ischemic stroke: a wireless EEG study24
Automated lung cancer diagnosis using three-dimensional convolutional neural networks24
Muscle force estimation from lower limb EMG signals using novel optimised machine learning techniques23
The effect of follower load on the range of motion, facet joint force, and intradiscal pressure of the cervical spine: a finite element study22
Subject-independent EEG emotion recognition with hybrid spatio-temporal GRU-Conv architecture22
Estimation of Parkinson’s disease severity using speech features and extreme gradient boosting22
Convolutional neural network for detection and classification of seizures in clinical data21
Classification of rotator cuff tears in ultrasound images using deep learning models21
An effective approach for breast cancer diagnosis based on routine blood analysis features20
An SVM approach towards breast cancer classification from H&E-stained histopathology images based on integrated features20
Neuro-fuzzy patch-wise R-CNN for multiple sclerosis segmentation20
AutoDep: automatic depression detection using facial expressions based on linear binary pattern descriptor20
Efficient analysis of COVID-19 clinical data using machine learning models20
Computer-aided diagnosis systems for osteoporosis detection: a comprehensive survey20
Novelty detection-based approach for Alzheimer’s disease and mild cognitive impairment diagnosis from EEG19
A deep learning-based approach to automatic proximal femur segmentation in quantitative CT images18
Simulation of the COVID-19 patient flow and investigation of the future patient arrival using a time-series prediction model: a real-case study18
Automatic classification of solitary pulmonary nodules in PET/CT imaging employing transfer learning techniques18
Imagined character recognition through EEG signals using deep convolutional neural network18
Design and implementation of a novel wireless modular capsule robotic system in pipe18
ROI-based medical image watermarking for accurate tamper detection, localisation and recovery17
The adoption of deep learning interpretability techniques on diabetic retinopathy analysis: a review17
The influence of motor tasks and cut-off parameter selection on artifact subspace reconstruction in EEG recordings17
Visco-hyperelastic characterization of human brain white matter micro-level constituents in different strain rates16
Fuzzy segmentation and black widow–based optimal SVM for skin disease classification16
A convolutional neural network–based learning approach to acute lymphoblastic leukaemia detection with automated feature extraction16
Automatic detection of epileptic seizures using Riemannian geometry from scalp EEG recordings16
Automated detection of ulcers and erosions in capsule endoscopy images using a convolutional neural network16
A simple embed over encryption scheme for DICOM images using Bülban Map16
Fast body part segmentation and tracking of neonatal video data using deep learning16
Photoplethysmography temporal marker-based machine learning classifier for anesthesia drug detection16
Machine learning algorithm to evaluate risk factors of diabetic foot ulcers and its severity15
A comparison of regularized logistic regression and random forest machine learning models for daytime diagnosis of obstructive sleep apnea15
DICOM imaging watermarking for hiding medical reports15
Analysis of red blood cells from peripheral blood smear images for anemia detection: a methodological review15
A comparison of machine learning classifiers for smartphone-based gait analysis15
GFNB: Gini index–based Fuzzy Naive Bayes and blast cell segmentation for leukemia detection using multi-cell blood smear images15
A machine learning approach for mortality prediction only using non-invasive parameters15
Patient-specific seizure detection method using nonlinear mode decomposition for long-term EEG signals15
Classifying sitting, standing, and walking using plantar force data14
Haar wavelet transform–based optimal Bayesian method for medical image fusion14
Assessment of mental fatigue and stress on electronic sport players with data fusion14
Superpixel-based deep convolutional neural networks and active contour model for automatic prostate segmentation on 3D MRI scans14
A review of smart sensors coupled with Internet of Things and Artificial Intelligence approach for heart failure monitoring14
Multi-class motor imagery EEG classification using collaborative representation-based semi-supervised extreme learning machine14
CAD system for lung nodule detection using deep learning with CNN14
Predicting the necessity of oxygen therapy in the early stage of COVID-19 using machine learning14
A two-stage approach towards protein secondary structure classification13
A whole-slide image grading benchmark and tissue classification for cervical cancer precursor lesions with inter-observer variability13
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 networks13
Multiple functional connectivity networks fusion for schizophrenia diagnosis13
Deep neural network approaches for detecting gastric polyps in endoscopic images13
GA-MADRID: design and validation of a machine learning tool for the diagnosis of Alzheimer’s disease and frontotemporal dementia using genetic algorithms13
A feasibility study on microwave imaging of bone for osteoporosis monitoring13
Classification of error-related potentials from single-trial EEG in association with executed and imagined movements: a feature and classifier investigation13
Jaya Ant lion optimization-driven Deep recurrent neural network for cancer classification using gene expression data13
Clinical classification of scoliosis patients using machine learning and markerless 3D surface trunk data13
GLYFE: review and benchmark of personalized glucose predictive models in type 1 diabetes13
A mapping study of ensemble classification methods in lung cancer decision support systems12
Automatic Cobb angle measurement method based on vertebra segmentation by deep learning12
On nonlinear dynamics of COVID-19 disease model corresponding to nonsingular fractional order derivative12
COVID-19 diagnosis using chest CT scans and deep convolutional neural networks evolved by IP-based sine-cosine algorithm12
A hybrid super ensemble learning model for the early-stage prediction of diabetes risk12
Efficacy of the FDA nozzle benchmark and the lattice Boltzmann method for the analysis of biomedical flows in transitional regime12
Electrophysiological effects of mindfulness meditation in a concentration test12
Theoretical evaluation of enhanced gold nanoparticle delivery to PC3 tumors due to increased hydraulic conductivity or recovered lymphatic function after mild whole body hyperthermia12
Classification of COVID-19 from tuberculosis and pneumonia using deep learning techniques12
A survey of machine learning-based methods for COVID-19 medical image analysis12
A comprehensive survey on non-invasive wearable bladder volume monitoring systems12
Occupational exposure to electromagnetic fields in magnetic resonance environment: an update on regulation, exposure assessment techniques, health risk evaluation, and surveillance11
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
Image-based state-of-the-art techniques for the identification and classification of brain diseases: a review11
Real-time denoising of ultrasound images based on deep learning11
PneuNet: deep learning for COVID-19 pneumonia diagnosis on chest X-ray image analysis using Vision Transformer11
A robust and parsimonious machine learning method to predict ICU admission of COVID-19 patients11
On the use of histograms of oriented gradients for tremor detection from sinusoidal and spiral handwritten drawings of people with Parkinson’s disease11
Automatic lung tumor segmentation from CT images using improved 3D densely connected UNet11
Quantitative analysis of blood cells from microscopic images using convolutional neural network11
Expandable pedicle screw may have better fixation than normal pedicle screw: preclinical investigation on instrumented L4-L5 vertebrae based on various physiological movements11
Machine learning-enabled predictive modeling to precisely identify the antimicrobial peptides11
Glaucoma disease diagnosis with an artificial algae-based deep learning algorithm11
Beyond kappa: an informational index for diagnostic agreement in dichotomous and multivalue ordered-categorical ratings11
Differential diagnosis of asthma and restrictive respiratory diseases by combining forced oscillation measurements, machine learning and neuro-fuzzy classifiers11
2D and 3D numerical models to evaluate trabecular bone damage11
A real-time camera-based adaptive breathing monitoring system10
General first-order target registration error model considering a coordinate reference frame in an image-guided surgical system10
Classification of analyzable metaphase images using transfer learning and fine tuning10
Two-dimensional iterative projection method for subsample speckle tracking of ultrasound images10
A comprehensive study of brain tumour discrimination using phase combinations, feature rankings, and hybridised classifiers10
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 technique10
A signal quality assessment–based ECG waveform delineation method used for wearable monitoring systems10
Spherical coordinates transformation pre-processing in Deep Convolution Neural Networks for brain tumor segmentation in MRI10
Fully multi-target segmentation for breast ultrasound image based on fully convolutional network10
MSCCov19Net: multi-branch deep learning model for COVID-19 detection from cough sounds10
Real-time tracking of a moving target in an indoor corridor of the hospital building using RSSI signals received from two reference nodes10
Feature selection and risk prediction for patients with coronary artery disease using data mining10
DCNN-based prediction model for detection of age-related macular degeneration from color fundus images10
Capsule Network–based architectures for the segmentation of sub-retinal serous fluid in optical coherence tomography images of central serous chorioretinopathy9
Infrared thermal imaging as a screening tool for paediatric wrist fractures9
A Novel Portable Real-Time Low-Cost Sleep Apnea Monitoring System based on the Global System for Mobile Communications (GSM) Network9
Classification of electrocardiogram signals with waveform morphological analysis and support vector machines9
ManoMap: an automated system for characterization of colonic propagating contractions recorded by high-resolution manometry9
Modeling the dynamic brain network representation for autism spectrum disorder diagnosis9
Predictive mechanics-based model for depth of cut (DOC) of waterjet in soft tissue for waterjet-assisted medical applications9
Multimodal medical image fusion algorithm based on pulse coupled neural networks and nonsubsampled contourlet transform9
Approaches for determining cardiac bidomain conductivity values: progress and challenges9
Patient-specific finite element analysis of heart failure and the impact of surgical intervention in pulmonary hypertension secondary to mitral valve disease9
Information extraction for prognostic stage prediction from breast cancer medical records using NLP and ML9
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 analysis9
Mechanical micromodeling of stress-shielding at the bone-implant interphase under shear loading9
EEG-based hybrid QWERTY mental speller with high information transfer rate9
Learning and non-learning algorithms for cuffless blood pressure measurement: a review9
Vibrotactile biofeedback devices in Parkinson’s disease: a narrative review9
Human locomotion with reinforcement learning using bioinspired reward reshaping strategies9
An integrated entropy-spatial framework for automatic gender recognition enhancement of emotion-based EEGs9
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
Euler common spatial patterns for EEG classification9
Noninvasive oral cancer screening based on local residual adaptation network using optical coherence tomography9
Tooth segmentation and gingival tissue deformation framework for 3D orthodontic treatment planning and evaluating8
An efficient U-shaped network combined with edge attention module and context pyramid fusion for skin lesion segmentation8
Automated bleeding detection in wireless capsule endoscopy images based on color feature extraction from Gaussian mixture model superpixels8
COVID-CCD-Net: COVID-19 and colon cancer diagnosis system with optimized CNN hyperparameters using gradient-based optimizer8
A combined deformable model and medical transformer algorithm for medical image segmentation8
Mammogram mass segmentation and detection using Legendre neural network-based optimal threshold8
Enhanced facial expression recognition using 3D point sets and geometric deep learning8
Towards improving the accuracy of aortic transvalvular pressure gradients: rethinking Bernoulli8
Personalized prediction of rehabilitation outcomes in multiple sclerosis: a proof-of-concept using clinical data, digital health metrics, and machine learning8
Transfer learning–driven ensemble model for detection of diabetic retinopathy disease8
Comparison of subject-independent and subject-specific EEG-based BCI using LDA and SVM classifiers8
Early detection of COPD based on graph convolutional network and small and weakly labeled data8
Prioritizing the glucose-lowering medicines for type 2 diabetes by an extended fuzzy decision-making approach with target-based attributes8
An effective simulation- and measurement-based workflow for enhanced diagnostics in rhinology8
Self-evoluting framework of deep convolutional neural network for multilocus protein subcellular localization8
Physiological separation of Alzheimer’s disease and Alzheimer’s disease with significant levels of cerebrovascular symptomology and healthy controls8
A finite element–guided mathematical surrogate modeling approach for assessing occupant injury trends across variations in simplified vehicular impact conditions8
NICOV : a model to analyse impact of nutritional status and immunity on COVID-198
The helical axis of anatomical joints: calculation methods, literature review, and software implementation8
A statistical shape modeling approach for predicting subject-specific human skull from head surface8
An improved CNN-based architecture for automatic lung nodule classification8
Sound transmission in human thorax through airway insonification: an experimental and computational study with diagnostic applications8
Mathematical analysis of the condylar trajectories in asymptomatic subjects during mandibular motions8
The evaluation of artificial talus implant on ankle joint contact characteristics: a finite element study based on four subjects8
Biomechanical design prognosis of two extramedullary fixation devices for subtrochanteric femur fracture: a finite element study8
Classification of SARS-CoV-2 viral genome sequences using Neurochaos Learning8
Computer-aided diagnosis based on hand thermal, RGB images, and grip force using artificial intelligence as screening tool for rheumatoid arthritis in women8
Exploratory study on neurochemical effects of low-intensity pulsed ultrasound in brains of mice8
A transfer learning approach on MRI-based radiomics signature for overall survival prediction of low-grade and high-grade gliomas8
Feasibility of extracting tissue material properties via cohesive elements: a finite element approach to probe insertion procedures in non-invasive spine surgeries7
Biomechanical and clinical studies on lumbar spine fusion surgery: a review7
Noise suppression–guided image filtering for low-SNR CT reconstruction7
Precise detection of early breast tumor using a novel EEMD-based feature extraction approach by UWB microwave7
An interactive motion-tracking system for home-based assessing and training reach-to-target tasks in stroke survivors—a preliminary study7
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 arrhythmia7
A deep learning approach to median nerve evaluation in ultrasound images of carpal tunnel inlet7
Hybrid artificial fish particle swarm optimizer and kernel extreme learning machine for type-II diabetes predictive model7
Novel approach for electromyography-controlled prostheses based on facial action7
A novel method to reduce the motor imagery BCI illiteracy7
Biomechanical analysis of three different types of fixators for anterior cruciate ligament reconstruction via finite element method: a patient-specific study7
Changes of biomechanics induced by Equistasi® in Parkinson’s disease: coupling between balance and lower limb joints kinematics7
Colorectal cancer lymph node metastasis prediction with weakly supervised transformer-based multi-instance learning7
Realistic C-arm to pCT registration for vertebral localization in spine surgery7
Camera fusion for real-time temperature monitoring of neonates using deep learning7
Fog-cloud architecture-driven Internet of Medical Things framework for healthcare monitoring7
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
Fast soft-tissue deformations coupled with mixed reality toward the next-generation childbirth training simulator7
Different effects of using pictures as stimuli in a P300 brain-computer interface under rapid serial visual presentation or row-column paradigm7
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
Integrating patient symptoms, clinical readings, and radiologist feedback with computer-aided diagnosis system for detection of infectious pulmonary disease: a feasibility study7
3D printing of alginate/thymoquinone/halloysite nanotube bio-scaffolds for cartilage repairs: experimental and numerical study7
Computational predictions for protein sequences of COVID-19 virus via machine learning algorithms7
Extraction of low-dimensional features for single-channel common lung sound classification7
A computer-assisted human peripheral blood leukocyte image classification method based on Siamese network7
A proof of concept study for machine learning application to stenosis detection7
Optimization of 4D flow MRI velocity field in the aorta with divergence-free smoothing6
Medical expert system for low back pain management: design issues and conflict resolution with Bayesian network6
A review of bio-impedance devices6
Altered mechanical properties of actin fibers due to breast cancer invasion: parameter identification based on micropipette aspiration and multiscale tensegrity modeling6
A comprehensive survey on deep learning techniques in CT image quality improvement6
State-of-the-art of situation recognition systems for intraoperative procedures6
Genetic interactions effects for cancer disease identification using computational models: a review6
Atrial conduction velocity mapping: clinical tools, algorithms and approaches for understanding the arrhythmogenic substrate6
Roll-over shape of a prosthetic foot: a finite element evaluation and experimental validation6
Hybrid machine learning method for a connectivity-based epilepsy diagnosis with resting-state EEG6
An active learning method for diabetic retinopathy classification with uncertainty quantification6
In silico validation of electrocardiographic imaging to reconstruct the endocardial and epicardial repolarization pattern using the equivalent dipole layer source model6
Lagrangian-averaged vorticity deviation of spiraling blood flow in the heart during isovolumic contraction and ejection phases6
Effects of cervicothoracic postures on the stiffness of trapezius muscles6
Modelling force-length-activation relationships of wrist and finger extensor muscles6
An application of deep dual convolutional neural network for enhanced medical image denoising6
Deep learning-based system for automatic prediction of triple-negative breast cancer from ultrasound images6
Data augmentation for depression detection using skeleton-based gait information6
Automated method for real-time AMD screening of fundus images dedicated for mobile devices6
Leukocyte segmentation in peripheral blood images using a novel edge strength cue-based location detection method6
Space-time filter for SSVEP brain-computer interface based on the minimum variance distortionless response6
Home-care nursing controlled mobile robot with vital signal monitoring6
DMs-MAFM+EfficientNet: a hybrid model for predicting dysthyroid optic neuropathy6
Deep learning-based dental implant recognition using synthetic X-ray images6
Text-based multi-dimensional medical images retrieval according to the features-usage correlation6
Secure medical image encryption with Walsh–Hadamard transform and lightweight cryptography algorithm6
Missing data techniques in classification for cardiovascular dysautonomias diagnosis6
Lesion segmentation in lung CT scans using unsupervised adversarial learning6
Hydrodynamic model of blood flow in major arteries pulsing in various modes6
The examination of stress shielding in a finite element lumbar spine inclusive of the thoracolumbar fascia6
Contour-based lung shape analysis in order to tuberculosis detection: modeling and feature description6
Vessel-based hybrid optic disk segmentation applied to mobile phone camera retinal images6
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
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