Computer Methods and Programs in Biomedicine

Article	Citations
CoroNet: A deep neural network for detection and diagnosis of COVID-19 from chest x-ray images	864
Explainable Deep Learning for Pulmonary Disease and Coronavirus COVID-19 Detection from X-rays	428
COVID-19 identification in chest X-ray images on flat and hierarchical classification scenarios	345
TorchIO: A Python library for efficient loading, preprocessing, augmentation and patch-based sampling of medical images in deep learning	256
Magnetohydrodynamics (MHD) radiated nanomaterial viscous material flow by a curved surface with second order slip and entropy generation	201
Multiple skin lesions diagnostics via integrated deep convolutional networks for segmentation and classification	201
Application of explainable artificial intelligence for healthcare: A systematic review of the last decade (2011–2022)	181
Fully developed Darcy-Forchheimer mixed convective flow over a curved surface with activation energy and entropy generation	172
DENSE-INception U-net for medical image segmentation	166
Transfer learning using a multi-scale and multi-network ensemble for skin lesion classification	163
Evaluation of deep learning detection and classification towards computer-aided diagnosis of breast lesions in digital X-ray mammograms	158
Fully developed entropy optimized second order velocity slip MHD nanofluid flow with activation energy	149
Inspection of hybrid based nanofluid flow over a curved surface	148
Computer‐aided diagnosis of breast ultrasound images using ensemble learning from convolutional neural networks	144
A GAN-based image synthesis method for skin lesion classification	144
Decision tree-based diagnosis of coronary artery disease: CART model	143
Explanation of machine learning models using shapley additive explanation and application for real data in hospital	128
Entropy optimized Darcy-Forchheimer nanofluid (Silicon dioxide, Molybdenum disulfide) subject to temperature dependent viscosity	114
A stochastic numerical analysis based on hybrid NAR-RBFs networks nonlinear SITR model for novel COVID-19 dynamics	112
Application of artificial intelligence in wearable devices: Opportunities and challenges	111
Stress detection using ECG and EMG signals: A comprehensive study	107
Convolutional and recurrent neural networks for the detection of valvular heart diseases in phonocardiogram recordings	103
Transportation of heat generation/absorption and radiative heat flux in homogeneous–heterogeneous catalytic reactions of non-Newtonian fluid (Oldroyd-B model)	102
Deep learning algorithms for detection of diabetic retinopathy in retinal fundus photographs: A systematic review and meta-analysis	101
Classification of heart sound signals using a novel deep WaveNet model	101

Determination of an optimal control strategy for vaccine administration in COVID-19 pandemic treatment	99
Entropy optimized MHD nanomaterial flow subject to variable thicked surface	99
YOLO Based Breast Masses Detection and Classification in Full-Field Digital Mammograms	92
The openCARP simulation environment for cardiac electrophysiology	92
Arrhythmia Classification with ECG signals based on the Optimization-Enabled Deep Convolutional Neural Network	87
Lung Nodule Detection based on Faster R-CNN Framework	87
Medical deep learning—A systematic meta-review	86
EEG based Major Depressive disorder and Bipolar disorder detection using Neural Networks:A review	86
Helping doctors hasten COVID-19 treatment: Towards a rescue framework for the transfusion of best convalescent plasma to the most critical patients based on biological requirements via ml and novel MC	80
Computer-aided diagnosis for breast cancer classification using deep neural networks and transfer learning	79
Accurate deep neural network model to detect cardiac arrhythmia on more than 10,000 individual subject ECG records	77
Web-based fully automated cephalometric analysis by deep learning	76
Evaluating the characteristics of magnetic dipole for shear-thinning Williamson nanofluid with thermal radiation	75
Diagnose ADHD disorder in children using convolutional neural network based on continuous mental task EEG	74
Predictive modeling of blood pressure during hemodialysis: a comparison of linear model, random forest, support vector regression, XGBoost, LASSO regression and ensemble method	74
The importance of being external. methodological insights for the external validation of machine learning models in medicine	74
VSSC Net: Vessel Specific Skip chain Convolutional Network for blood vessel segmentation	74
Automated detection of conduct disorder and attention deficit hyperactivity disorder using decomposition and nonlinear techniques with EEG signals	71
SAR-U-Net: Squeeze-and-excitation block and atrous spatial pyramid pooling based residual U-Net for automatic liver segmentation in Computed Tomography	70
A deep learning model (ALNet) for the diagnosis of acute leukaemia lineage using peripheral blood cell images	67
Automated ECG classification using a non-local convolutional block attention module	67
Classification of PPMI MRI scans with voxel-based morphometry and machine learning to assist in the diagnosis of Parkinson’s disease	67
Semi-supervised GAN-based Radiomics Model for Data Augmentation in Breast Ultrasound Mass Classification	66
Stain Color Adaptive Normalization (SCAN) algorithm: Separation and standardization of histological stains in digital pathology	65
Coronary angiography image segmentation based on PSPNet	65
Stagnation point flow of radiative Oldroyd-B nanofluid over a rotating disk	64
Automatic Sleep Stage Classification Using Temporal Convolutional Neural Network and New Data Augmentation Technique from Raw Single-Channel EEG	63
Introduction of digital therapeutics	63
The effects of skin lesion segmentation on the performance of dermatoscopic image classification	62
The value of WeChat application in chronic diseases management in China	61
CMC: A consensus multi-view clustering model for predicting Alzheimer’s disease progression	61
Cervical cell classification with graph convolutional network	61
The Role of the Internet of Things in Healthcare: Future Trends and Challenges	60
Alzheimer's disease detection using depthwise separable convolutional neural networks	60
Semi-supervised segmentation of lesion from breast ultrasound images with attentional generative adversarial network	60
Offline computer-aided diagnosis for Glaucoma detection using fundus images targeted at mobile devices	60
Automated emotion recognition: Current trends and future perspectives	59
Ensemble of heterogeneous classifiers for diagnosis and prediction of coronary artery disease with reduced feature subset	59
An ensemble of deep neural networks for kidney ultrasound image classification	59
Medical image segmentation and reconstruction of prostate tumor based on 3D AlexNet	58
Diabetes mellitus prediction and diagnosis from a data preprocessing and machine learning perspective	58
Going deeper through the Gleason scoring scale: An automatic end-to-end system for histology prostate grading and cribriform pattern detection	58
Data preprocessing for heart disease classification: A systematic literature review	57
Multi-input convolutional neural network for breast cancer detection using thermal images and clinical data	56
Arrhythmia classification from single-lead ECG signals using the inter-patient paradigm	56
Medical image recognition and segmentation of pathological slices of gastric cancer based on Deeplab v3+ neural network	55
Facial expression recognition based on deep learning	55
Construction of force haptic reappearance system based on Geomagic Touch haptic device	55
Super-resolution and denoising of 4D-Flow MRI using physics-Informed deep neural nets	55
Structural based study to identify new potential inhibitors for dual specificity tyrosine-phosphorylation- regulated kinase	54

GC-Net: Global context network for medical image segmentation	54
OctNET: A Lightweight CNN for Retinal Disease Classification from Optical Coherence Tomography Images	53
Fast level set method for glioma brain tumor segmentation based on Superpixel fuzzy clustering and lattice Boltzmann method	53
Neuroimaging and deep learning for brain stroke detection - A review of recent advancements and future prospects	52
An efficient retinal blood vessel segmentation in eye fundus images by using optimized top-hat and homomorphic filtering	52
A new deep learning method for blood vessel segmentation in retinal images based on convolutional kernels and modified U-Net model	52
Evaluation of machine learning methods to stroke outcome prediction using a nationwide disease registry	52
Integrating segmentation information into CNN for breast cancer diagnosis of mammographic masses	52
A novel U-Net approach to segment the cardiac chamber in magnetic resonance images with ghost artifacts	52
Breast ultrasound tumor image classification using image decomposition and fusion based on adaptive multi-model spatial feature fusion	51
Motor imagery EEG classification based on ensemble support vector learning	50
Computational fluid dynamics modelling of human upper airway: A review	49
Automatic diagnosis of multiple cardiac diseases from PCG signals using convolutional neural network	49
A fuzzy distance-based ensemble of deep models for cervical cancer detection	49
Flow of Oldroyd-B fluid over a rotating disk with Cattaneo–Christov theory for heat and mass fluxes	48
Hard exudate detection based on deep model learned information and multi-feature joint representation for diabetic retinopathy screening	48
Molecular dynamics simulation, free energy landscape and binding free energy computations in exploration the anti-invasive activity of amygdalin against metastasis	48
Classifying the type of delivery from cardiotocographic signals: A machine learning approach	47
Inter-patient arrhythmia classification with improved deep residual convolutional neural network	46
Diabetes detection using deep learning techniques with oversampling and feature augmentation	46
Non Pharmaceutical Interventions for Optimal Control of COVID-19	45
The role of virtual and augmented reality in orthopedic trauma surgery: From diagnosis to rehabilitation	45
EEG-Based Seizure detection using linear graph convolution network with focal loss	45
Numerical investigation of non-Newtonian blood flow within an artery with cone shape of stenosis in various stenosis angles	45
Cattaneo-Christov heat flux (CC model) in mixed convective stagnation point flow towards a Riga plate	45
A novel extended Kalman filter with support vector machine based method for the automatic diagnosis and segmentation of brain tumors	44
Virtual patients for mechanical ventilation in the intensive care unit	44
Modeling and interpretation of peristaltic transport in single wall carbon nanotube flow with entropy optimization and Newtonian heating	44
Artificial intelligence in multiparametric prostate cancer imaging with focus on deep-learning methods	44
Towards an anxiety and stress recognition system for academic environments based on physiological features	43
Multi-information fusion neural networks for arrhythmia automatic detection	43
Effects of dataset size and interactions on the prediction performance of logistic regression and deep learning models	43
YOLO-LOGO: A transformer-based YOLO segmentation model for breast mass detection and segmentation in digital mammograms	43
Numerical simulation of blood flow inside an artery under applying constant heat flux using Newtonian and non-Newtonian approaches for biomedical engineering	43
Deep learning analysis in coronary computed tomographic angiography imaging for the assessment of patients with coronary artery stenosis	42
On the magnetic aggregation of Fe3O4 nanoparticles	42
Pathological myopia classification with simultaneous lesion segmentation using deep learning	42
A survey on machine and statistical learning for longitudinal analysis of neuroimaging data in Alzheimer’s disease	42
A hybrid neural network for continuous and non-invasive estimation of blood pressure from raw electrocardiogram and photoplethysmogram waveforms	42
Semi-supervised learning for medical image classification using imbalanced training data	42
Knowledge-guided synthetic medical image adversarial augmentation for ultrasonography thyroid nodule classification	42
Application of photoplethysmography signals for healthcare systems: An in-depth review	42
Calculation of the thermal conductivity of human serum albumin (HSA) with equilibrium/non-equilibrium molecular dynamics approaches	41
Machine Learning Prediction Models for Diagnosing Hepatocellular Carcinoma with HCV-related Chronic Liver Disease	41
Blood flow analysis inside different arteries using non-Newtonian Sisko model for application in biomedical engineering	41
Analysis and manegement of laminar blood flow inside a cerebral blood vessel using a finite volume software program for biomedical engineering	41
Automatic detection and segmentation of lumbar vertebrae from X-ray images for compression fracture evaluation	41
Multi-Scale deep learning framework for cochlea localization, segmentation and analysis on clinical ultra-high-resolution CT images	40
Complexity of EEG Dynamics for Early Diagnosis of Alzheimer's Disease Using Permutation Entropy Neuromarker	40
Internet of things in health: Requirements, issues, and gaps	40
Automatic stenosis recognition from coronary angiography using convolutional neural networks	40
Bio-inspired propulsion of micro-swimmers within a passive cervix filled with couple stress mucus	40
Interpretation of radiomics features–A pictorial review	40
Unsupervised automatic seizure detection for focal-onset seizures recorded with behind-the-ear EEG using an anomaly-detecting generative adversarial network	40
Atrial fibrillation detection based on multi-feature extraction and convolutional neural network for processing ECG signals	39
On the evaluation of stratification based entropy optimized hydromagnetic flow featuring dissipation aspect and Robin conditions	39
Data augmentation using generative adversarial neural networks on brain structural connectivity in multiple sclerosis	39
Acute and sub-acute stroke lesion segmentation from multimodal MRI	39
The applications of machine learning techniques in medical data processing based on distributed computing and the Internet of Things	39
Segmenting skin ulcers and measuring the wound area using deep convolutional networks	38
Robust PPG motion artifact detection using a 1-D convolution neural network	38
Biomechanical evaluation of internal fixation implants for femoral neck fractures: A comparative finite element analysis	38
CoLe-CNN: Context-learning convolutional neural network with adaptive loss function for lung nodule segmentation	38
Application of data mining in a cohort of Italian subjects undergoing myocardial perfusion imaging at an academic medical center	37
An improved sex-specific and age-dependent classification model for Parkinson's diagnosis using handwriting measurement	37
ECG quality assessment based on hand-crafted statistics and deep-learned S-transform spectrogram features	37
Does non-COVID-19 lung lesion help? investigating transferability in COVID-19 CT image segmentation	37
BSEResU-Net: An attention-based before-activation residual U-Net for retinal vessel segmentation	37
Deep learning-based automatic segmentation of images in cardiac radiography: A promising challenge	37
Numerical solution of MHD flow of power law fluid subject to convective boundary conditions and entropy generation	37
Theoretical analysis of non-Newtonian blood flow in a microchannel	37
Self-attention based recurrent convolutional neural network for disease prediction using healthcare data	37
Machine learning based natural language processing of radiology reports in orthopaedic trauma	37
Using deep learning to generate synthetic B-mode musculoskeletal ultrasound images	36
ExAID: A multimodal explanation framework for computer-aided diagnosis of skin lesions	36
A model based on cellular automata to estimate the social isolation impact on COVID-19 spreading in Brazil	36
A novel multimodal fusion framework for early diagnosis and accurate classification of COVID-19 patients using X-ray images and speech signal processing techniques	36
Pre-operative Assessment of Ablation Margins for Variable Blood Perfusion Metrics in a Magnetic Resonance Imaging Based Complex Breast Tumour Anatomy: Simulation Paradigms in Thermal Therapies	36
Parallel ensemble learning of convolutional neural networks and local binary patterns for face recognition	36
A review of mathematical model-based scenario analysis and interventions for COVID-19	35

Finite-Element analysis of a lateral femoro-tibial impact on the total knee arthroplasty	35
Applying a random projection algorithm to optimize machine learning model for predicting peritoneal metastasis in gastric cancer patients using CT images	35
Memory-aware curriculum federated learning for breast cancer classification	35
Deep learning-based tumor microenvironment analysis in colon adenocarcinoma histopathological whole-slide images	35
A theoretical analysis of Biorheological fluid flowing through a complex wavy convergent channel under porosity and electro-magneto-hydrodynamics Effects	35
Entropy optimized stretching flow based on non-Newtonian radiative nanoliquid under binary chemical reaction	35
CSNet: A new DeepNet framework for ischemic stroke lesion segmentation	35
A review on utilizing machine learning technology in the fields of electronic emergency triage and patient priority systems in telemedicine: Coherent taxonomy, motivations, open research challenges an	34
Diabetic retinopathy detection through convolutional neural networks with synaptic metaplasticity	34
Machine learning algorithms to predict early pregnancy loss after in vitro fertilization-embryo transfer with fetal heart rate as a strong predictor	34
Multiscale attention guided U-Net architecture for cardiac segmentation in short-axis MRI images	34
Variable characteristics of viscosity and thermal conductivity in peristalsis of magneto-Carreau nanoliquid with heat transfer irreversibilities	34
A Two-Phase Approach using Mask R-CNN and 3D U-Net for High-Accuracy Automatic Segmentation of Pancreas in CT Imaging	34
Comparative analysis of pulmonary nodules segmentation using multiscale residual U-Net and fuzzy C-means clustering	34
Fréchet PDF based Matched Filter Approach for Retinal Blood Vessels Segmentation	33
Convolutional neural network based automatic screening tool for cardiovascular diseases using different intervals of ECG signals	33
Classification of skin cancer using convolutional neural networks analysis of Raman spectra	33
BPGAN: Brain PET synthesis from MRI using generative adversarial network for multi-modal Alzheimer’s disease diagnosis	33
Fully automated Assessment of Knee Alignment from Full-Leg X-Rays employing a “YOLOv4 And Resnet Landmark regression Algorithm” (YARLA): Data from the Osteoarthritis Initiative	33
Lung computed tomography image segmentation based on U-Net network fused with dilated convolution	33
Automated left and right ventricular chamber segmentation in cardiac magnetic resonance images using dense fully convolutional neural network	33
Catheter segmentation in X-ray fluoroscopy using synthetic data and transfer learning with light U-nets	33
Mathematical modeling of radiotherapy cancer treatment using Caputo fractional derivative	32
VR motion sickness recognition by using EEG rhythm energy ratio based on wavelet packet transform	32
Mass Image Synthesis in Mammogram with Contextual Information Based on GANs	32
Irreversibility analysis of an unsteady micropolar CNT-blood nanofluid flow through a squeezing channel with activation energy-Application in drug delivery	32
Multi-classification of arrhythmias using a HCRNet on imbalanced ECG datasets	32
A review of risk prediction models in cardiovascular disease: conventional approach vs. artificial intelligent approach	32
End-to-end multimodal clinical depression recognition using deep neural networks: A comparative analysis	32
A deep learning approach for sepsis monitoring via severity score estimation	31
Computer-aided classification of suspicious pigmented lesions using wide-field images	31
Validity and reliability of different smartphones applications to measure HRV during short and ultra-short measurements in elite athletes	31
A hybrid approach based on multiple Eigenvalues selection (MES) for the automated grading of a brain tumor using MRI	31
Postural control assessment via Microsoft Azure Kinect DK: An evaluation study	31
Fusion-based tensor radiomics using reproducible features: Application to survival prediction in head and neck cancer	31
An explainable machine learning algorithm for risk factor analysis of in-hospital mortality in sepsis survivors with ICU readmission	31
Despeckling of clinical ultrasound images using deep residual learning	31
Design and evaluation of a context-aware model based on psychophysiology	31
HFRU-Net: High-Level Feature Fusion and Recalibration UNet for Automatic Liver and Tumor Segmentation in CT Images	31
Analysis of high-dimensional genomic data using MapReduce based probabilistic neural network	31
Influence of medical domain knowledge on deep learning for Alzheimer's disease prediction	31
Classification of breast density categories based on SE-Attention neural networks	31
BloodCaps: A capsule network based model for the multiclassification of human peripheral blood cells	31
Effect of sinus size and position on hemodynamics during pulsatile flow in a carotid artery bifurcation	30
Localization of myocardial infarction with multi-lead ECG based on DenseNet	30
Biomechanical effects of dental implant diameter, connection type, and bone density on microgap formation and fatigue failure: A finite element analysis	30
A facile and flexible motor imagery classification using electroencephalogram signals	30
Anisotropic 3D Multi-Stream CNN for Accurate Prostate Segmentation from Multi-Planar MRI	30
Supervised and weakly supervised deep learning models for COVID-19 CT diagnosis: A systematic review	30
Subject-Specific feature selection for near infrared spectroscopy based brain-computer interfaces	30
Effective epileptic seizure detection by using level-crossing EEG sampling sub-bands statistical features selection and machine learning for mobile healthcare	30
Optimal control strategies for dengue fever spread in Johor, Malaysia	30
A regression framework to head-circumference delineation from US fetal images	30
Comparison of machine learning algorithms for the identification of acute exacerbations in chronic obstructive pulmonary disease	30
Analysis of the effects of finite element type within a 3D biomechanical model of a human optic nerve head and posterior pole	29
Computer Aided Diagnosis for atrial fibrillation based on new artificial adaptive systems	29
Computer-aided diagnosis system for the classification of multi-class kidney abnormalities in the noisy ultrasound images	29
Rheological properties of synovial fluid due to viscosupplements: A review for osteoarthritis remedy	29
A Machine Learning decision-making tool for extubation in Intensive Care Unit patients	29
Ultrasonic thyroid nodule detection method based on U-Net network	29
Shoulder muscle activation pattern recognition based on sEMG and machine learning algorithms	29
Machine learning for surgical time prediction	29
Exploring the features for flow of Oldroyd-B liquid film subjected to rotating disk with homogeneous/heterogeneous processes	29
Performance evaluation of the spectral autocorrelation function and autoregressive models for automated sleep apnea detection using single-lead ECG signal	28
Comparative analysis of active contour and convolutional neural network in rapid left-ventricle volume quantification using echocardiographic imaging	28
PSP net-based automatic segmentation network model for prostate magnetic resonance imaging	28
Prediction of osteoporotic hip fracture in postmenopausal women through patient-specific FE analyses and machine learning	28
Optic disc and optic cup segmentation based on anatomy guided cascade network	28
Use of mobile applications to improve nutrition behaviour: A systematic review	28
Digital interventions self-management education for type 1 and 2 diabetes: A systematic review and meta-analysis	28
Clinical decision support systems for chronic diseases: A Systematic literature review	28
Management of medical and health big data based on integrated learning-based health care system: A review and comparative analysis	28
StoHisNet: A hybrid multi-classification model with CNN and Transformer for gastric pathology images	28
Analysis of non-Newtonian magnetic Casson blood flow in an inclined stenosed artery using Caputo-Fabrizio fractional derivatives	28
Peristaltic activity for electro-kinetic complex driven cilia transportation through a non-uniform channel	28
Deep learning architectures analysis for age-related macular degeneration segmentation on optical coherence tomography scans	27
Artificial Intelligence-Based Prediction of Covid-19 Severity on the Results of Protein Profiling	27
Adversarial multi-source transfer learning in healthcare: Application to glucose prediction for diabetic people	27
Augmented Reality for Head and Neck Carcinoma Imaging: Description and Feasibility of an Instant Calibration, Markerless Approach	27
Ontology Driven Smart Health Service Integration	27
Assessment of a standalone photoplethysmography (PPG) algorithm for detection of atrial fibrillation on wristband-derived data	27
Numerical study of microwave induced thermoacoustic imaging for initial detection of cancer of breast on anatomically realistic breast phantom	27
Feature rearrangement based deep learning system for predicting heart failure mortality	27
A case study of poly (aryl ether sulfone) hemodialysis membrane interactions with human blood: Molecular dynamics simulation and experimental analyses	27
Deep convolutional neural networks in thyroid disease detection: A multi-classification comparison by ultrasonography and computed tomography	27
DFP-ResUNet:Convolutional Neural Network with a Dilated Convolutional Feature Pyramid for Multimodal Brain Tumor Segmentation	27
Linear and nonlinear analyses of normal and fatigue heart rate variability signals for miners in high-altitude and cold areas	27
Automatic detection of acute ischemic stroke using non-contrast computed tomography and two-stage deep learning model	27
Improved window adaptive gray level co-occurrence matrix for extraction and analysis of texture characteristics of pulmonary nodules	27
Automatic colonic polyp detection using integration of modified deep residual convolutional neural network and ensemble learning approaches	27
Diagnosing autism spectrum disorder using brain entropy: A fast entropy method	26
Recurrent feature fusion learning for multi-modality pet-ct tumor segmentation	26
The Effect of Hematocrit and Nanoparticles Diameter on Hemodynamic Parameters and Drug Delivery in Abdominal Aortic Aneurysm with Consideration of Blood Pulsatile Flow	26
Deep learning for risk prediction in patients with nasopharyngeal carcinoma using multi-parametric MRIs	26
A review of image processing methods for fetal head and brain analysis in ultrasound images	26