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	844
Explainable Deep Learning for Pulmonary Disease and Coronavirus COVID-19 Detection from X-rays	420
COVID-19 identification in chest X-ray images on flat and hierarchical classification scenarios	342
TorchIO: A Python library for efficient loading, preprocessing, augmentation and patch-based sampling of medical images in deep learning	250
A transfer learning method with deep residual network for pediatric pneumonia diagnosis	248
Magnetohydrodynamics (MHD) radiated nanomaterial viscous material flow by a curved surface with second order slip and entropy generation	200
Multiple skin lesions diagnostics via integrated deep convolutional networks for segmentation and classification	193
Deep learning to detect Alzheimer's disease from neuroimaging: A systematic literature review	189
Single phase nanofluids in fluid mechanics and their hydrodynamic linear stability analysis	174
Application of explainable artificial intelligence for healthcare: A systematic review of the last decade (2011–2022)	174
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	163
Transfer learning using a multi-scale and multi-network ensemble for skin lesion classification	155
Evaluation of deep learning detection and classification towards computer-aided diagnosis of breast lesions in digital X-ray mammograms	152
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	145
Computer‐aided diagnosis of breast ultrasound images using ensemble learning from convolutional neural networks	143
A GAN-based image synthesis method for skin lesion classification	141
Decision tree-based diagnosis of coronary artery disease: CART model	140
Entropy optimized MHD 3D nanomaterial of non-Newtonian fluid: A combined approach to good absorber of solar energy and intensification of heat transport	138
Entropy optimized Darcy-Forchheimer nanofluid (Silicon dioxide, Molybdenum disulfide) subject to temperature dependent viscosity	115
A stochastic numerical analysis based on hybrid NAR-RBFs networks nonlinear SITR model for novel COVID-19 dynamics	112
Explanation of machine learning models using shapley additive explanation and application for real data in hospital	111
Skin lesion segmentation using high-resolution convolutional neural network	109
Transportation of heat generation/absorption and radiative heat flux in homogeneous–heterogeneous catalytic reactions of non-Newtonian fluid (Oldroyd-B model)	102

Stress detection using ECG and EMG signals: A comprehensive study	101
Application of artificial intelligence in wearable devices: Opportunities and challenges	100
Convolutional and recurrent neural networks for the detection of valvular heart diseases in phonocardiogram recordings	99
Entropy optimized MHD nanomaterial flow subject to variable thicked surface	99
Classification of heart sound signals using a novel deep WaveNet model	98
Deep learning algorithms for detection of diabetic retinopathy in retinal fundus photographs: A systematic review and meta-analysis	98
Determination of an optimal control strategy for vaccine administration in COVID-19 pandemic treatment	97
Mathematical modeling and analysis of SWCNT-Water and MWCNT-Water flow over a stretchable sheet	94
YOLO Based Breast Masses Detection and Classification in Full-Field Digital Mammograms	89
Lung Nodule Detection based on Faster R-CNN Framework	85
The openCARP simulation environment for cardiac electrophysiology	84
Arrhythmia Classification with ECG signals based on the Optimization-Enabled Deep Convolutional Neural Network	82
EEG based Major Depressive disorder and Bipolar disorder detection using Neural Networks:A review	82
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	79
Medical deep learning—A systematic meta-review	77
Computer-aided diagnosis for breast cancer classification using deep neural networks and transfer learning	74
Evaluating the characteristics of magnetic dipole for shear-thinning Williamson nanofluid with thermal radiation	74
Web-based fully automated cephalometric analysis by deep learning	73
Accurate deep neural network model to detect cardiac arrhythmia on more than 10,000 individual subject ECG records	73
The importance of being external. methodological insights for the external validation of machine learning models in medicine	72
Predictive modeling of blood pressure during hemodialysis: a comparison of linear model, random forest, support vector regression, XGBoost, LASSO regression and ensemble method	71
VSSC Net: Vessel Specific Skip chain Convolutional Network for blood vessel segmentation	71
Diagnose ADHD disorder in children using convolutional neural network based on continuous mental task EEG	70
Micropolar gold blood nanofluid flow and radiative heat transfer between permeable channels	70
Automated detection of conduct disorder and attention deficit hyperactivity disorder using decomposition and nonlinear techniques with EEG signals	69
SAR-U-Net: Squeeze-and-excitation block and atrous spatial pyramid pooling based residual U-Net for automatic liver segmentation in Computed Tomography	68
Effects of different non-Newtonian models on unsteady blood flow hemodynamics in patient-specific arterial models with in-vivo validation	66
Automated ECG classification using a non-local convolutional block attention module	66
Coronary angiography image segmentation based on PSPNet	64
Classification of PPMI MRI scans with voxel-based morphometry and machine learning to assist in the diagnosis of Parkinson’s disease	64
Stagnation point flow of radiative Oldroyd-B nanofluid over a rotating disk	64
Stain Color Adaptive Normalization (SCAN) algorithm: Separation and standardization of histological stains in digital pathology	64
A deep learning model (ALNet) for the diagnosis of acute leukaemia lineage using peripheral blood cell images	63
Semi-supervised GAN-based Radiomics Model for Data Augmentation in Breast Ultrasound Mass Classification	62
The effects of skin lesion segmentation on the performance of dermatoscopic image classification	61
CMC: A consensus multi-view clustering model for predicting Alzheimer’s disease progression	61
Automatic Sleep Stage Classification Using Temporal Convolutional Neural Network and New Data Augmentation Technique from Raw Single-Channel EEG	60
Offline computer-aided diagnosis for Glaucoma detection using fundus images targeted at mobile devices	59
Cervical cell classification with graph convolutional network	59
Introduction of digital therapeutics	59
Semi-supervised segmentation of lesion from breast ultrasound images with attentional generative adversarial network	58
The value of WeChat application in chronic diseases management in China	58
An ensemble of deep neural networks for kidney ultrasound image classification	58
Ensemble of heterogeneous classifiers for diagnosis and prediction of coronary artery disease with reduced feature subset	58
Eyring–Powell nanofluid flow with nonlinear mixed convection: Entropy generation minimization	57
The Role of the Internet of Things in Healthcare: Future Trends and Challenges	57
A flexible analytic wavelet transform based approach for motor-imagery tasks classification in BCI applications	57
Medical image segmentation and reconstruction of prostate tumor based on 3D AlexNet	57
Data preprocessing for heart disease classification: A systematic literature review	56
Alzheimer's disease detection using depthwise separable convolutional neural networks	55

Multi-input convolutional neural network for breast cancer detection using thermal images and clinical data	55
Construction of force haptic reappearance system based on Geomagic Touch haptic device	55
Structural based study to identify new potential inhibitors for dual specificity tyrosine-phosphorylation- regulated kinase	54
Automated emotion recognition: Current trends and future perspectives	53
Arrhythmia classification from single-lead ECG signals using the inter-patient paradigm	53
Going deeper through the Gleason scoring scale: An automatic end-to-end system for histology prostate grading and cribriform pattern detection	52
An efficient retinal blood vessel segmentation in eye fundus images by using optimized top-hat and homomorphic filtering	52
Diabetes mellitus prediction and diagnosis from a data preprocessing and machine learning perspective	51
Neuroimaging and deep learning for brain stroke detection - A review of recent advancements and future prospects	51
Super-resolution and denoising of 4D-Flow MRI using physics-Informed deep neural nets	51
Super-resolution reconstruction of knee magnetic resonance imaging based on deep learning	51
A novel U-Net approach to segment the cardiac chamber in magnetic resonance images with ghost artifacts	51
Integrating segmentation information into CNN for breast cancer diagnosis of mammographic masses	51
Evaluation of machine learning methods to stroke outcome prediction using a nationwide disease registry	51
Fast level set method for glioma brain tumor segmentation based on Superpixel fuzzy clustering and lattice Boltzmann method	51
Automatic diagnosis of fungal keratitis using data augmentation and image fusion with deep convolutional neural network	51
Numerical analysis of water based CNTs flow of micropolar fluid through rotating frame	51
OctNET: A Lightweight CNN for Retinal Disease Classification from Optical Coherence Tomography Images	51
Breast ultrasound tumor image classification using image decomposition and fusion based on adaptive multi-model spatial feature fusion	50
GC-Net: Global context network for medical image segmentation	50
A review study on blood in human coronary artery: Numerical approach	50
Motor imagery EEG classification based on ensemble support vector learning	49
Automatic diagnosis of multiple cardiac diseases from PCG signals using convolutional neural network	48
Computational fluid dynamics modelling of human upper airway: A review	48
Hard exudate detection based on deep model learned information and multi-feature joint representation for diabetic retinopathy screening	48
A significant role of permeability on blood flow for hybrid nanofluid through bifurcated stenosed artery: Drug delivery application	48
Flow of Oldroyd-B fluid over a rotating disk with Cattaneo–Christov theory for heat and mass fluxes	48
Facial expression recognition based on deep learning	48
Medical image recognition and segmentation of pathological slices of gastric cancer based on Deeplab v3+ neural network	48
Cattaneo-Christov (CC) heat flux model for nanomaterial stagnation point flow of Oldroyd-B fluid	47
A new deep learning method for blood vessel segmentation in retinal images based on convolutional kernels and modified U-Net model	47
A fuzzy distance-based ensemble of deep models for cervical cancer detection	46
Classifying the type of delivery from cardiotocographic signals: A machine learning approach	46
Finite element analysis and experimental evaluation on stress distribution and sensitivity of dental implants to assess optimum length and thread pitch	46
Molecular dynamics simulation, free energy landscape and binding free energy computations in exploration the anti-invasive activity of amygdalin against metastasis	46
Cattaneo-Christov heat flux (CC model) in mixed convective stagnation point flow towards a Riga plate	45
Diabetes detection using deep learning techniques with oversampling and feature augmentation	45
The role of virtual and augmented reality in orthopedic trauma surgery: From diagnosis to rehabilitation	45
Numerical investigation of non-Newtonian blood flow within an artery with cone shape of stenosis in various stenosis angles	45
Development of thixotropic nanomaterial in fluid flow with gyrotactic microorganisms, activation energy, mixed convection	44
pH-sensitive loading/releasing of doxorubicin using single-walled carbon nanotube and multi-walled carbon nanotube: A molecular dynamics study	44
Augmented reality navigation for liver resection with a stereoscopic laparoscope	44
Non Pharmaceutical Interventions for Optimal Control of COVID-19	44
Virtual patients for mechanical ventilation in the intensive care unit	43
Artificial intelligence in multiparametric prostate cancer imaging with focus on deep-learning methods	43
Multi-information fusion neural networks for arrhythmia automatic detection	43
A novel extended Kalman filter with support vector machine based method for the automatic diagnosis and segmentation of brain tumors	43
EEG-Based Seizure detection using linear graph convolution network with focal loss	43
Towards an anxiety and stress recognition system for academic environments based on physiological features	43
A new robust method for blood vessel segmentation in retinal fundus images based on weighted line detector and hidden Markov model	43
Numerical simulation of blood flow inside an artery under applying constant heat flux using Newtonian and non-Newtonian approaches for biomedical engineering	43
A hybrid neural network for continuous and non-invasive estimation of blood pressure from raw electrocardiogram and photoplethysmogram waveforms	42
Inter-patient arrhythmia classification with improved deep residual convolutional neural network	42
Deep learning analysis in coronary computed tomographic angiography imaging for the assessment of patients with coronary artery stenosis	42
Knowledge-guided synthetic medical image adversarial augmentation for ultrasonography thyroid nodule classification	42
An incremental learning system for atrial fibrillation detection based on transfer learning and active learning	41
A survey on machine and statistical learning for longitudinal analysis of neuroimaging data in Alzheimer’s disease	41
Pathological myopia classification with simultaneous lesion segmentation using deep learning	41
Modeling and interpretation of peristaltic transport in single wall carbon nanotube flow with entropy optimization and Newtonian heating	41
Analysis and manegement of laminar blood flow inside a cerebral blood vessel using a finite volume software program for biomedical engineering	41
Multi-Scale deep learning framework for cochlea localization, segmentation and analysis on clinical ultra-high-resolution CT images	40
Machine Learning Prediction Models for Diagnosing Hepatocellular Carcinoma with HCV-related Chronic Liver Disease	40
On the magnetic aggregation of Fe3O4 nanoparticles	40
Application of photoplethysmography signals for healthcare systems: An in-depth review	40
Calculation of the thermal conductivity of human serum albumin (HSA) with equilibrium/non-equilibrium molecular dynamics approaches	40
Internet of things in health: Requirements, issues, and gaps	40
Automatic detection and segmentation of lumbar vertebrae from X-ray images for compression fracture evaluation	39
Celiac disease diagnosis from videocapsule endoscopy images with residual learning and deep feature extraction	39
Effects of dataset size and interactions on the prediction performance of logistic regression and deep learning models	39
Blood flow analysis inside different arteries using non-Newtonian Sisko model for application in biomedical engineering	39
Automatic stenosis recognition from coronary angiography using convolutional neural networks	39
Interpretation of radiomics features–A pictorial review	38
Atrial fibrillation detection based on multi-feature extraction and convolutional neural network for processing ECG signals	38
On the evaluation of stratification based entropy optimized hydromagnetic flow featuring dissipation aspect and Robin conditions	38
YOLO-LOGO: A transformer-based YOLO segmentation model for breast mass detection and segmentation in digital mammograms	38
A novel hybrid BCI speller based on RSVP and SSVEP paradigm	38
Unsupervised automatic seizure detection for focal-onset seizures recorded with behind-the-ear EEG using an anomaly-detecting generative adversarial network	38
Complexity of EEG Dynamics for Early Diagnosis of Alzheimer's Disease Using Permutation Entropy Neuromarker	38
Bio-inspired propulsion of micro-swimmers within a passive cervix filled with couple stress mucus	38
Segmenting skin ulcers and measuring the wound area using deep convolutional networks	38

Machine learning based natural language processing of radiology reports in orthopaedic trauma	37
Does non-COVID-19 lung lesion help? investigating transferability in COVID-19 CT image segmentation	37
Robust PPG motion artifact detection using a 1-D convolution neural network	37
Development of artificial neural network model for prediction of post-streptococcus mutans in dental caries	37
Theoretical analysis of non-Newtonian blood flow in a microchannel	37
An improved sex-specific and age-dependent classification model for Parkinson's diagnosis using handwriting measurement	37
On the numerical simulation of stagnation point flow of non-Newtonian fluid (Carreau fluid) with Cattaneo-Christov heat flux	37
Biomechanical evaluation of internal fixation implants for femoral neck fractures: A comparative finite element analysis	37
Application of data mining in a cohort of Italian subjects undergoing myocardial perfusion imaging at an academic medical center	37
Length of stay prediction for ICU patients using individualized single classification algorithm	36
CoLe-CNN: Context-learning convolutional neural network with adaptive loss function for lung nodule segmentation	36
A model based on cellular automata to estimate the social isolation impact on COVID-19 spreading in Brazil	36
Semi-supervised learning for medical image classification using imbalanced training data	36
Self-attention based recurrent convolutional neural network for disease prediction using healthcare data	36
Numerical solution of MHD flow of power law fluid subject to convective boundary conditions and entropy generation	36
Parallel ensemble learning of convolutional neural networks and local binary patterns for face recognition	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	35
BSEResU-Net: An attention-based before-activation residual U-Net for retinal vessel segmentation	35
Using deep learning to generate synthetic B-mode musculoskeletal ultrasound images	35
A review of mathematical model-based scenario analysis and interventions for COVID-19	35
Entropy optimized stretching flow based on non-Newtonian radiative nanoliquid under binary chemical reaction	35
Acute and sub-acute stroke lesion segmentation from multimodal MRI	35
ECG quality assessment based on hand-crafted statistics and deep-learned S-transform spectrogram features	35
A theoretical analysis of Biorheological fluid flowing through a complex wavy convergent channel under porosity and electro-magneto-hydrodynamics Effects	35
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	35
Deep learning-based tumor microenvironment analysis in colon adenocarcinoma histopathological whole-slide images	35
Data augmentation using generative adversarial neural networks on brain structural connectivity in multiple sclerosis	35
Towards near real-time assessment of surgical skills: A comparison of feature extraction techniques	35
Diabetic retinopathy detection through convolutional neural networks with synaptic metaplasticity	34
Theoretical and numerical investigation of Carreau–Yasuda fluid flow subject to Soret and Dufour effects	34
Deep learning-based automatic segmentation of images in cardiac radiography: A promising challenge	34
ExAID: A multimodal explanation framework for computer-aided diagnosis of skin lesions	34
Finite-Element analysis of a lateral femoro-tibial impact on the total knee arthroplasty	34
Lung computed tomography image segmentation based on U-Net network fused with dilated convolution	33
A Two-Phase Approach using Mask R-CNN and 3D U-Net for High-Accuracy Automatic Segmentation of Pancreas in CT Imaging	33
CSNet: A new DeepNet framework for ischemic stroke lesion segmentation	33
Applying a random projection algorithm to optimize machine learning model for predicting peritoneal metastasis in gastric cancer patients using CT images	33
Memory-aware curriculum federated learning for breast cancer classification	33
Multiscale attention guided U-Net architecture for cardiac segmentation in short-axis MRI images	33
Comparative analysis of pulmonary nodules segmentation using multiscale residual U-Net and fuzzy C-means clustering	33
Fréchet PDF based Matched Filter Approach for Retinal Blood Vessels Segmentation	32
BPGAN: Brain PET synthesis from MRI using generative adversarial network for multi-modal Alzheimer’s disease diagnosis	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
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	32
Convolutional neural network based automatic screening tool for cardiovascular diseases using different intervals of ECG signals	32
Machine learning algorithms to predict early pregnancy loss after in vitro fertilization-embryo transfer with fetal heart rate as a strong predictor	32
Mathematical modeling of radiotherapy cancer treatment using Caputo fractional derivative	31
Classification of breast density categories based on SE-Attention neural networks	31
Design and evaluation of a context-aware model based on psychophysiology	31
A deep learning approach for sepsis monitoring via severity score estimation	31
Catheter segmentation in X-ray fluoroscopy using synthetic data and transfer learning with light U-nets	31
Computer-aided classification of suspicious pigmented lesions using wide-field images	31
The applications of machine learning techniques in medical data processing based on distributed computing and the Internet of Things	31
A hybrid approach based on multiple Eigenvalues selection (MES) for the automated grading of a brain tumor using MRI	31
Automated left and right ventricular chamber segmentation in cardiac magnetic resonance images using dense fully convolutional neural network	31
End-to-end multimodal clinical depression recognition using deep neural networks: A comparative analysis	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
Classification of skin cancer using convolutional neural networks analysis of Raman spectra	31
Variable characteristics of viscosity and thermal conductivity in peristalsis of magneto-Carreau nanoliquid with heat transfer irreversibilities	31
Analysis of high-dimensional genomic data using MapReduce based probabilistic neural network	31
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	30
Anisotropic 3D Multi-Stream CNN for Accurate Prostate Segmentation from Multi-Planar MRI	30
Multi-classification of arrhythmias using a HCRNet on imbalanced ECG datasets	30
Subject-Specific feature selection for near infrared spectroscopy based brain-computer interfaces	30
A review of risk prediction models in cardiovascular disease: conventional approach vs. artificial intelligent approach	30
Influence of medical domain knowledge on deep learning for Alzheimer's disease prediction	30
Biomechanical effects of dental implant diameter, connection type, and bone density on microgap formation and fatigue failure: A finite element analysis	30
Irreversibility analysis of an unsteady micropolar CNT-blood nanofluid flow through a squeezing channel with activation energy-Application in drug delivery	30
Postural control assessment via Microsoft Azure Kinect DK: An evaluation study	30
A regression framework to head-circumference delineation from US fetal images	30
Localization of myocardial infarction with multi-lead ECG based on DenseNet	29
Exploring the features for flow of Oldroyd-B liquid film subjected to rotating disk with homogeneous/heterogeneous processes	29
A facile and flexible motor imagery classification using electroencephalogram signals	29
Effect of sinus size and position on hemodynamics during pulsatile flow in a carotid artery bifurcation	29
Optimal control strategies for dengue fever spread in Johor, Malaysia	29
Comparison of machine learning algorithms for the identification of acute exacerbations in chronic obstructive pulmonary disease	29
Rheological properties of synovial fluid due to viscosupplements: A review for osteoarthritis remedy	29
Effective epileptic seizure detection by using level-crossing EEG sampling sub-bands statistical features selection and machine learning for mobile healthcare	29
Ultrasonic thyroid nodule detection method based on U-Net network	29
HFRU-Net: High-Level Feature Fusion and Recalibration UNet for Automatic Liver and Tumor Segmentation in CT Images	29
Sleep staging algorithm based on multichannel data adding and multifeature screening	29
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
StoHisNet: A hybrid multi-classification model with CNN and Transformer for gastric pathology images	28
Computer-aided diagnosis system for the classification of multi-class kidney abnormalities in the noisy ultrasound images	28
Fusion-based tensor radiomics using reproducible features: Application to survival prediction in head and neck cancer	28
Clinical decision support systems for chronic diseases: A Systematic literature review	28
BloodCaps: A capsule network based model for the multiclassification of human peripheral blood cells	28
Supervised and weakly supervised deep learning models for COVID-19 CT diagnosis: A systematic review	28
Performance evaluation of the spectral autocorrelation function and autoregressive models for automated sleep apnea detection using single-lead ECG signal	28
Prediction of osteoporotic hip fracture in postmenopausal women through patient-specific FE analyses and machine learning	28
Peristaltic activity for electro-kinetic complex driven cilia transportation through a non-uniform channel	28
Optic disc and optic cup segmentation based on anatomy guided cascade network	28