Computer Methods and Programs in Biomedicine

Papers
(The TQCC of Computer Methods and Programs in Biomedicine is 12. 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
CoroNet: A deep neural network for detection and diagnosis of COVID-19 from chest x-ray images864
Explainable Deep Learning for Pulmonary Disease and Coronavirus COVID-19 Detection from X-rays428
COVID-19 identification in chest X-ray images on flat and hierarchical classification scenarios345
TorchIO: A Python library for efficient loading, preprocessing, augmentation and patch-based sampling of medical images in deep learning256
Multiple skin lesions diagnostics via integrated deep convolutional networks for segmentation and classification201
Magnetohydrodynamics (MHD) radiated nanomaterial viscous material flow by a curved surface with second order slip and entropy generation201
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 generation172
DENSE-INception U-net for medical image segmentation166
Transfer learning using a multi-scale and multi-network ensemble for skin lesion classification163
Evaluation of deep learning detection and classification towards computer-aided diagnosis of breast lesions in digital X-ray mammograms158
Fully developed entropy optimized second order velocity slip MHD nanofluid flow with activation energy149
Inspection of hybrid based nanofluid flow over a curved surface148
A GAN-based image synthesis method for skin lesion classification144
Computer‐aided diagnosis of breast ultrasound images using ensemble learning from convolutional neural networks144
Decision tree-based diagnosis of coronary artery disease: CART model143
Explanation of machine learning models using shapley additive explanation and application for real data in hospital128
Entropy optimized Darcy-Forchheimer nanofluid (Silicon dioxide, Molybdenum disulfide) subject to temperature dependent viscosity114
A stochastic numerical analysis based on hybrid NAR-RBFs networks nonlinear SITR model for novel COVID-19 dynamics112
Application of artificial intelligence in wearable devices: Opportunities and challenges111
Stress detection using ECG and EMG signals: A comprehensive study107
Convolutional and recurrent neural networks for the detection of valvular heart diseases in phonocardiogram recordings103
Transportation of heat generation/absorption and radiative heat flux in homogeneous–heterogeneous catalytic reactions of non-Newtonian fluid (Oldroyd-B model)102
Classification of heart sound signals using a novel deep WaveNet model101
Deep learning algorithms for detection of diabetic retinopathy in retinal fundus photographs: A systematic review and meta-analysis101
Determination of an optimal control strategy for vaccine administration in COVID-19 pandemic treatment99
Entropy optimized MHD nanomaterial flow subject to variable thicked surface99
The openCARP simulation environment for cardiac electrophysiology92
YOLO Based Breast Masses Detection and Classification in Full-Field Digital Mammograms92
Lung Nodule Detection based on Faster R-CNN Framework87
Arrhythmia Classification with ECG signals based on the Optimization-Enabled Deep Convolutional Neural Network87
Medical deep learning—A systematic meta-review86
EEG based Major Depressive disorder and Bipolar disorder detection using Neural Networks:A review86
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 MC80
Computer-aided diagnosis for breast cancer classification using deep neural networks and transfer learning79
Accurate deep neural network model to detect cardiac arrhythmia on more than 10,000 individual subject ECG records77
Web-based fully automated cephalometric analysis by deep learning76
Evaluating the characteristics of magnetic dipole for shear-thinning Williamson nanofluid with thermal radiation75
The importance of being external. methodological insights for the external validation of machine learning models in medicine74
VSSC Net: Vessel Specific Skip chain Convolutional Network for blood vessel segmentation74
Diagnose ADHD disorder in children using convolutional neural network based on continuous mental task EEG74
Predictive modeling of blood pressure during hemodialysis: a comparison of linear model, random forest, support vector regression, XGBoost, LASSO regression and ensemble method74
Automated detection of conduct disorder and attention deficit hyperactivity disorder using decomposition and nonlinear techniques with EEG signals71
SAR-U-Net: Squeeze-and-excitation block and atrous spatial pyramid pooling based residual U-Net for automatic liver segmentation in Computed Tomography70
Classification of PPMI MRI scans with voxel-based morphometry and machine learning to assist in the diagnosis of Parkinson’s disease67
A deep learning model (ALNet) for the diagnosis of acute leukaemia lineage using peripheral blood cell images67
Automated ECG classification using a non-local convolutional block attention module67
Semi-supervised GAN-based Radiomics Model for Data Augmentation in Breast Ultrasound Mass Classification66
Coronary angiography image segmentation based on PSPNet65
Stain Color Adaptive Normalization (SCAN) algorithm: Separation and standardization of histological stains in digital pathology65
Stagnation point flow of radiative Oldroyd-B nanofluid over a rotating disk64
Introduction of digital therapeutics63
Automatic Sleep Stage Classification Using Temporal Convolutional Neural Network and New Data Augmentation Technique from Raw Single-Channel EEG63
The effects of skin lesion segmentation on the performance of dermatoscopic image classification62
Cervical cell classification with graph convolutional network61
The value of WeChat application in chronic diseases management in China61
CMC: A consensus multi-view clustering model for predicting Alzheimer’s disease progression61
Alzheimer's disease detection using depthwise separable convolutional neural networks60
Semi-supervised segmentation of lesion from breast ultrasound images with attentional generative adversarial network60
Offline computer-aided diagnosis for Glaucoma detection using fundus images targeted at mobile devices60
The Role of the Internet of Things in Healthcare: Future Trends and Challenges60
Ensemble of heterogeneous classifiers for diagnosis and prediction of coronary artery disease with reduced feature subset59
An ensemble of deep neural networks for kidney ultrasound image classification59
Automated emotion recognition: Current trends and future perspectives59
Diabetes mellitus prediction and diagnosis from a data preprocessing and machine learning perspective58
Going deeper through the Gleason scoring scale: An automatic end-to-end system for histology prostate grading and cribriform pattern detection58
Medical image segmentation and reconstruction of prostate tumor based on 3D AlexNet58
Data preprocessing for heart disease classification: A systematic literature review57
Arrhythmia classification from single-lead ECG signals using the inter-patient paradigm56
Multi-input convolutional neural network for breast cancer detection using thermal images and clinical data56
Construction of force haptic reappearance system based on Geomagic Touch haptic device55
Super-resolution and denoising of 4D-Flow MRI using physics-Informed deep neural nets55
Medical image recognition and segmentation of pathological slices of gastric cancer based on Deeplab v3+ neural network55
Facial expression recognition based on deep learning55
GC-Net: Global context network for medical image segmentation54
Structural based study to identify new potential inhibitors for dual specificity tyrosine-phosphorylation- regulated kinase54
OctNET: A Lightweight CNN for Retinal Disease Classification from Optical Coherence Tomography Images53
Fast level set method for glioma brain tumor segmentation based on Superpixel fuzzy clustering and lattice Boltzmann method53
Integrating segmentation information into CNN for breast cancer diagnosis of mammographic masses52
A novel U-Net approach to segment the cardiac chamber in magnetic resonance images with ghost artifacts52
Neuroimaging and deep learning for brain stroke detection - A review of recent advancements and future prospects52
An efficient retinal blood vessel segmentation in eye fundus images by using optimized top-hat and homomorphic filtering52
A new deep learning method for blood vessel segmentation in retinal images based on convolutional kernels and modified U-Net model52
Evaluation of machine learning methods to stroke outcome prediction using a nationwide disease registry52
Breast ultrasound tumor image classification using image decomposition and fusion based on adaptive multi-model spatial feature fusion51
Motor imagery EEG classification based on ensemble support vector learning50
A fuzzy distance-based ensemble of deep models for cervical cancer detection49
Computational fluid dynamics modelling of human upper airway: A review49
Automatic diagnosis of multiple cardiac diseases from PCG signals using convolutional neural network49
Flow of Oldroyd-B fluid over a rotating disk with Cattaneo–Christov theory for heat and mass fluxes48
Hard exudate detection based on deep model learned information and multi-feature joint representation for diabetic retinopathy screening48
Molecular dynamics simulation, free energy landscape and binding free energy computations in exploration the anti-invasive activity of amygdalin against metastasis48
Classifying the type of delivery from cardiotocographic signals: A machine learning approach47
Inter-patient arrhythmia classification with improved deep residual convolutional neural network46
Diabetes detection using deep learning techniques with oversampling and feature augmentation46
Non Pharmaceutical Interventions for Optimal Control of COVID-1945
The role of virtual and augmented reality in orthopedic trauma surgery: From diagnosis to rehabilitation45
EEG-Based Seizure detection using linear graph convolution network with focal loss45
Numerical investigation of non-Newtonian blood flow within an artery with cone shape of stenosis in various stenosis angles45
Cattaneo-Christov heat flux (CC model) in mixed convective stagnation point flow towards a Riga plate45
A novel extended Kalman filter with support vector machine based method for the automatic diagnosis and segmentation of brain tumors44
Virtual patients for mechanical ventilation in the intensive care unit44
Modeling and interpretation of peristaltic transport in single wall carbon nanotube flow with entropy optimization and Newtonian heating44
Artificial intelligence in multiparametric prostate cancer imaging with focus on deep-learning methods44
Towards an anxiety and stress recognition system for academic environments based on physiological features43
Multi-information fusion neural networks for arrhythmia automatic detection43
Effects of dataset size and interactions on the prediction performance of logistic regression and deep learning models43
YOLO-LOGO: A transformer-based YOLO segmentation model for breast mass detection and segmentation in digital mammograms43
Numerical simulation of blood flow inside an artery under applying constant heat flux using Newtonian and non-Newtonian approaches for biomedical engineering43
Deep learning analysis in coronary computed tomographic angiography imaging for the assessment of patients with coronary artery stenosis42
On the magnetic aggregation of Fe3O4 nanoparticles42
Pathological myopia classification with simultaneous lesion segmentation using deep learning42
A survey on machine and statistical learning for longitudinal analysis of neuroimaging data in Alzheimer’s disease42
A hybrid neural network for continuous and non-invasive estimation of blood pressure from raw electrocardiogram and photoplethysmogram waveforms42
Semi-supervised learning for medical image classification using imbalanced training data42
Knowledge-guided synthetic medical image adversarial augmentation for ultrasonography thyroid nodule classification42
Application of photoplethysmography signals for healthcare systems: An in-depth review42
Calculation of the thermal conductivity of human serum albumin (HSA) with equilibrium/non-equilibrium molecular dynamics approaches41
Machine Learning Prediction Models for Diagnosing Hepatocellular Carcinoma with HCV-related Chronic Liver Disease41
Blood flow analysis inside different arteries using non-Newtonian Sisko model for application in biomedical engineering41
Analysis and manegement of laminar blood flow inside a cerebral blood vessel using a finite volume software program for biomedical engineering41
Automatic detection and segmentation of lumbar vertebrae from X-ray images for compression fracture evaluation41
Multi-Scale deep learning framework for cochlea localization, segmentation and analysis on clinical ultra-high-resolution CT images40
Complexity of EEG Dynamics for Early Diagnosis of Alzheimer's Disease Using Permutation Entropy Neuromarker40
Internet of things in health: Requirements, issues, and gaps40
Automatic stenosis recognition from coronary angiography using convolutional neural networks40
Bio-inspired propulsion of micro-swimmers within a passive cervix filled with couple stress mucus40
Interpretation of radiomics features–A pictorial review40
Unsupervised automatic seizure detection for focal-onset seizures recorded with behind-the-ear EEG using an anomaly-detecting generative adversarial network40
Atrial fibrillation detection based on multi-feature extraction and convolutional neural network for processing ECG signals39
On the evaluation of stratification based entropy optimized hydromagnetic flow featuring dissipation aspect and Robin conditions39
Data augmentation using generative adversarial neural networks on brain structural connectivity in multiple sclerosis39
Acute and sub-acute stroke lesion segmentation from multimodal MRI39
The applications of machine learning techniques in medical data processing based on distributed computing and the Internet of Things39
Segmenting skin ulcers and measuring the wound area using deep convolutional networks38
Robust PPG motion artifact detection using a 1-D convolution neural network38
Biomechanical evaluation of internal fixation implants for femoral neck fractures: A comparative finite element analysis38
CoLe-CNN: Context-learning convolutional neural network with adaptive loss function for lung nodule segmentation38
Application of data mining in a cohort of Italian subjects undergoing myocardial perfusion imaging at an academic medical center37
An improved sex-specific and age-dependent classification model for Parkinson's diagnosis using handwriting measurement37
ECG quality assessment based on hand-crafted statistics and deep-learned S-transform spectrogram features37
Does non-COVID-19 lung lesion help? investigating transferability in COVID-19 CT image segmentation37
BSEResU-Net: An attention-based before-activation residual U-Net for retinal vessel segmentation37
Deep learning-based automatic segmentation of images in cardiac radiography: A promising challenge37
Numerical solution of MHD flow of power law fluid subject to convective boundary conditions and entropy generation37
Theoretical analysis of non-Newtonian blood flow in a microchannel37
Self-attention based recurrent convolutional neural network for disease prediction using healthcare data37
Machine learning based natural language processing of radiology reports in orthopaedic trauma37
Using deep learning to generate synthetic B-mode musculoskeletal ultrasound images36
ExAID: A multimodal explanation framework for computer-aided diagnosis of skin lesions36
A model based on cellular automata to estimate the social isolation impact on COVID-19 spreading in Brazil36
A novel multimodal fusion framework for early diagnosis and accurate classification of COVID-19 patients using X-ray images and speech signal processing techniques36
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 Therapies36
Parallel ensemble learning of convolutional neural networks and local binary patterns for face recognition36
A review of mathematical model-based scenario analysis and interventions for COVID-1935
Finite-Element analysis of a lateral femoro-tibial impact on the total knee arthroplasty35
Applying a random projection algorithm to optimize machine learning model for predicting peritoneal metastasis in gastric cancer patients using CT images35
Memory-aware curriculum federated learning for breast cancer classification35
Deep learning-based tumor microenvironment analysis in colon adenocarcinoma histopathological whole-slide images35
A theoretical analysis of Biorheological fluid flowing through a complex wavy convergent channel under porosity and electro-magneto-hydrodynamics Effects35
Entropy optimized stretching flow based on non-Newtonian radiative nanoliquid under binary chemical reaction35
CSNet: A new DeepNet framework for ischemic stroke lesion segmentation35
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 an34
Diabetic retinopathy detection through convolutional neural networks with synaptic metaplasticity34
Machine learning algorithms to predict early pregnancy loss after in vitro fertilization-embryo transfer with fetal heart rate as a strong predictor34
Multiscale attention guided U-Net architecture for cardiac segmentation in short-axis MRI images34
Variable characteristics of viscosity and thermal conductivity in peristalsis of magneto-Carreau nanoliquid with heat transfer irreversibilities34
A Two-Phase Approach using Mask R-CNN and 3D U-Net for High-Accuracy Automatic Segmentation of Pancreas in CT Imaging34
Comparative analysis of pulmonary nodules segmentation using multiscale residual U-Net and fuzzy C-means clustering34
Fréchet PDF based Matched Filter Approach for Retinal Blood Vessels Segmentation33
Convolutional neural network based automatic screening tool for cardiovascular diseases using different intervals of ECG signals33
Classification of skin cancer using convolutional neural networks analysis of Raman spectra33
BPGAN: Brain PET synthesis from MRI using generative adversarial network for multi-modal Alzheimer’s disease diagnosis33
Lung computed tomography image segmentation based on U-Net network fused with dilated convolution33
Automated left and right ventricular chamber segmentation in cardiac magnetic resonance images using dense fully convolutional neural network33
Catheter segmentation in X-ray fluoroscopy using synthetic data and transfer learning with light U-nets33
Fully automated Assessment of Knee Alignment from Full-Leg X-Rays employing a “YOLOv4 And Resnet Landmark regression Algorithm” (YARLA): Data from the Osteoarthritis Initiative33
A review of risk prediction models in cardiovascular disease: conventional approach vs. artificial intelligent approach32
End-to-end multimodal clinical depression recognition using deep neural networks: A comparative analysis32
Mathematical modeling of radiotherapy cancer treatment using Caputo fractional derivative32
VR motion sickness recognition by using EEG rhythm energy ratio based on wavelet packet transform32
Mass Image Synthesis in Mammogram with Contextual Information Based on GANs32
Irreversibility analysis of an unsteady micropolar CNT-blood nanofluid flow through a squeezing channel with activation energy-Application in drug delivery32
Multi-classification of arrhythmias using a HCRNet on imbalanced ECG datasets32
An explainable machine learning algorithm for risk factor analysis of in-hospital mortality in sepsis survivors with ICU readmission31
Despeckling of clinical ultrasound images using deep residual learning31
Design and evaluation of a context-aware model based on psychophysiology31
HFRU-Net: High-Level Feature Fusion and Recalibration UNet for Automatic Liver and Tumor Segmentation in CT Images31
Analysis of high-dimensional genomic data using MapReduce based probabilistic neural network31
Influence of medical domain knowledge on deep learning for Alzheimer's disease prediction31
Classification of breast density categories based on SE-Attention neural networks31
BloodCaps: A capsule network based model for the multiclassification of human peripheral blood cells31
A deep learning approach for sepsis monitoring via severity score estimation31
Computer-aided classification of suspicious pigmented lesions using wide-field images31
Validity and reliability of different smartphones applications to measure HRV during short and ultra-short measurements in elite athletes31
A hybrid approach based on multiple Eigenvalues selection (MES) for the automated grading of a brain tumor using MRI31
Postural control assessment via Microsoft Azure Kinect DK: An evaluation study31
Fusion-based tensor radiomics using reproducible features: Application to survival prediction in head and neck cancer31
Supervised and weakly supervised deep learning models for COVID-19 CT diagnosis: A systematic review30
Subject-Specific feature selection for near infrared spectroscopy based brain-computer interfaces30
Effective epileptic seizure detection by using level-crossing EEG sampling sub-bands statistical features selection and machine learning for mobile healthcare30
Optimal control strategies for dengue fever spread in Johor, Malaysia30
A regression framework to head-circumference delineation from US fetal images30
Comparison of machine learning algorithms for the identification of acute exacerbations in chronic obstructive pulmonary disease30
Effect of sinus size and position on hemodynamics during pulsatile flow in a carotid artery bifurcation30
Localization of myocardial infarction with multi-lead ECG based on DenseNet30
Biomechanical effects of dental implant diameter, connection type, and bone density on microgap formation and fatigue failure: A finite element analysis30
A facile and flexible motor imagery classification using electroencephalogram signals30
Anisotropic 3D Multi-Stream CNN for Accurate Prostate Segmentation from Multi-Planar MRI30
Shoulder muscle activation pattern recognition based on sEMG and machine learning algorithms29
Machine learning for surgical time prediction29
Exploring the features for flow of Oldroyd-B liquid film subjected to rotating disk with homogeneous/heterogeneous processes29
Analysis of the effects of finite element type within a 3D biomechanical model of a human optic nerve head and posterior pole29
Computer Aided Diagnosis for atrial fibrillation based on new artificial adaptive systems29
Computer-aided diagnosis system for the classification of multi-class kidney abnormalities in the noisy ultrasound images29
Rheological properties of synovial fluid due to viscosupplements: A review for osteoarthritis remedy29
A Machine Learning decision-making tool for extubation in Intensive Care Unit patients29
Ultrasonic thyroid nodule detection method based on U-Net network29
Use of mobile applications to improve nutrition behaviour: A systematic review28
Digital interventions self-management education for type 1 and 2 diabetes: A systematic review and meta-analysis28
Clinical decision support systems for chronic diseases: A Systematic literature review28
Management of medical and health big data based on integrated learning-based health care system: A review and comparative analysis28
StoHisNet: A hybrid multi-classification model with CNN and Transformer for gastric pathology images28
Analysis of non-Newtonian magnetic Casson blood flow in an inclined stenosed artery using Caputo-Fabrizio fractional derivatives28
Peristaltic activity for electro-kinetic complex driven cilia transportation through a non-uniform channel28
Performance evaluation of the spectral autocorrelation function and autoregressive models for automated sleep apnea detection using single-lead ECG signal28
Comparative analysis of active contour and convolutional neural network in rapid left-ventricle volume quantification using echocardiographic imaging28
PSP net-based automatic segmentation network model for prostate magnetic resonance imaging28
Prediction of osteoporotic hip fracture in postmenopausal women through patient-specific FE analyses and machine learning28
Optic disc and optic cup segmentation based on anatomy guided cascade network28
A case study of poly (aryl ether sulfone) hemodialysis membrane interactions with human blood: Molecular dynamics simulation and experimental analyses27
Deep convolutional neural networks in thyroid disease detection: A multi-classification comparison by ultrasonography and computed tomography27
DFP-ResUNet:Convolutional Neural Network with a Dilated Convolutional Feature Pyramid for Multimodal Brain Tumor Segmentation27
Linear and nonlinear analyses of normal and fatigue heart rate variability signals for miners in high-altitude and cold areas27
Automatic detection of acute ischemic stroke using non-contrast computed tomography and two-stage deep learning model27
Improved window adaptive gray level co-occurrence matrix for extraction and analysis of texture characteristics of pulmonary nodules27
Automatic colonic polyp detection using integration of modified deep residual convolutional neural network and ensemble learning approaches27
Deep learning architectures analysis for age-related macular degeneration segmentation on optical coherence tomography scans27
Artificial Intelligence-Based Prediction of Covid-19 Severity on the Results of Protein Profiling27
Adversarial multi-source transfer learning in healthcare: Application to glucose prediction for diabetic people27
Augmented Reality for Head and Neck Carcinoma Imaging: Description and Feasibility of an Instant Calibration, Markerless Approach27
Ontology Driven Smart Health Service Integration27
Assessment of a standalone photoplethysmography (PPG) algorithm for detection of atrial fibrillation on wristband-derived data27
Numerical study of microwave induced thermoacoustic imaging for initial detection of cancer of breast on anatomically realistic breast phantom27
Feature rearrangement based deep learning system for predicting heart failure mortality27
Deep learning for risk prediction in patients with nasopharyngeal carcinoma using multi-parametric MRIs26
A review of image processing methods for fetal head and brain analysis in ultrasound images26
Diagnosing autism spectrum disorder using brain entropy: A fast entropy method26
Recurrent feature fusion learning for multi-modality pet-ct tumor segmentation26
The Effect of Hematocrit and Nanoparticles Diameter on Hemodynamic Parameters and Drug Delivery in Abdominal Aortic Aneurysm with Consideration of Blood Pulsatile Flow26
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