OOIR: Observatory of International Research

Papers

(The H4-Index of Computer Methods and Programs in Biomedicine is 62. 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 2020-03-01 to 2024-03-01.)

Article	Citations
CoroNet: A deep neural network for detection and diagnosis of COVID-19 from chest x-ray images	830
Explainable Deep Learning for Pulmonary Disease and Coronavirus COVID-19 Detection from X-rays	415
COVID-19 identification in chest X-ray images on flat and hierarchical classification scenarios	341
TorchIO: A Python library for efficient loading, preprocessing, augmentation and patch-based sampling of medical images in deep learning	243
A transfer learning method with deep residual network for pediatric pneumonia diagnosis	237
Magnetohydrodynamics (MHD) radiated nanomaterial viscous material flow by a curved surface with second order slip and entropy generation	199
Deep learning to detect Alzheimer's disease from neuroimaging: A systematic literature review	186
Multiple skin lesions diagnostics via integrated deep convolutional networks for segmentation and classification	185
Single phase nanofluids in fluid mechanics and their hydrodynamic linear stability analysis	172
Fully developed Darcy-Forchheimer mixed convective flow over a curved surface with activation energy and entropy generation	171
Application of explainable artificial intelligence for healthcare: A systematic review of the last decade (2011–2022)	161
DENSE-INception U-net for medical image segmentation	159
Evaluation of deep learning detection and classification towards computer-aided diagnosis of breast lesions in digital X-ray mammograms	150
Fully developed entropy optimized second order velocity slip MHD nanofluid flow with activation energy	148
Transfer learning using a multi-scale and multi-network ensemble for skin lesion classification	147
Inspection of hybrid based nanofluid flow over a curved surface	141
Decision tree-based diagnosis of coronary artery disease: CART model	140
A GAN-based image synthesis method for skin lesion classification	139
Computer‐aided diagnosis of breast ultrasound images using ensemble learning from convolutional neural networks	138
Entropy optimized MHD 3D nanomaterial of non-Newtonian fluid: A combined approach to good absorber of solar energy and intensification of heat transport	137
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
Flow of hybrid nanofluid across a permeable longitudinal moving fin along with thermal radiation and natural convection	111
Skin lesion segmentation using high-resolution convolutional neural network	108
Transportation of heat generation/absorption and radiative heat flux in homogeneous–heterogeneous catalytic reactions of non-Newtonian fluid (Oldroyd-B model)	101

ML–ResNet: A novel network to detect and locate myocardial infarction using 12 leads ECG	101
Explanation of machine learning models using shapley additive explanation and application for real data in hospital	100
Entropy optimized MHD nanomaterial flow subject to variable thicked surface	99
Stress detection using ECG and EMG signals: A comprehensive study	97
Determination of an optimal control strategy for vaccine administration in COVID-19 pandemic treatment	96
Deep learning algorithms for detection of diabetic retinopathy in retinal fundus photographs: A systematic review and meta-analysis	94
Application of artificial intelligence in wearable devices: Opportunities and challenges	94
Mathematical modeling and analysis of SWCNT-Water and MWCNT-Water flow over a stretchable sheet	94
Classification of heart sound signals using a novel deep WaveNet model	93
An ensemble learning approach for brain cancer detection exploiting radiomic features	90
Convolutional and recurrent neural networks for the detection of valvular heart diseases in phonocardiogram recordings	88
YOLO Based Breast Masses Detection and Classification in Full-Field Digital Mammograms	86
The openCARP simulation environment for cardiac electrophysiology	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	78
Arrhythmia Classification with ECG signals based on the Optimization-Enabled Deep Convolutional Neural Network	78
Lung Nodule Detection based on Faster R-CNN Framework	77
EEG based Major Depressive disorder and Bipolar disorder detection using Neural Networks:A review	75
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	72
Medical deep learning—A systematic meta-review	72
Evaluating the characteristics of magnetic dipole for shear-thinning Williamson nanofluid with thermal radiation	70
Deep learning, reusable and problem-based architectures for detection of consolidation on chest X-ray images	70
A review of thyroid gland segmentation and thyroid nodule segmentation methods for medical ultrasound images	70
VSSC Net: Vessel Specific Skip chain Convolutional Network for blood vessel segmentation	68
The importance of being external. methodological insights for the external validation of machine learning models in medicine	67
Predictive modeling of blood pressure during hemodialysis: a comparison of linear model, random forest, support vector regression, XGBoost, LASSO regression and ensemble method	67
Automated detection of conduct disorder and attention deficit hyperactivity disorder using decomposition and nonlinear techniques with EEG signals	67
Micropolar gold blood nanofluid flow and radiative heat transfer between permeable channels	66
Investigation of thermal properties of DNA structure with precise atomic arrangement via equilibrium and non-equilibrium molecular dynamics approaches	65
Automated ECG classification using a non-local convolutional block attention module	64
Stagnation point flow of radiative Oldroyd-B nanofluid over a rotating disk	64
SAR-U-Net: Squeeze-and-excitation block and atrous spatial pyramid pooling based residual U-Net for automatic liver segmentation in Computed Tomography	64
Diagnose ADHD disorder in children using convolutional neural network based on continuous mental task EEG	64
Effects of different non-Newtonian models on unsteady blood flow hemodynamics in patient-specific arterial models with in-vivo validation	63
Classification of PPMI MRI scans with voxel-based morphometry and machine learning to assist in the diagnosis of Parkinson’s disease	62
Stain Color Adaptive Normalization (SCAN) algorithm: Separation and standardization of histological stains in digital pathology	62
Transportation of magnetized micropolar hybrid nanomaterial fluid flow over a Riga curface surface	62