COVID-19 Detection from Chest X-Rays Using Ensemble Convolutional Neural Networks

Abstract

We propose an ensemble of convolutional neural networks for automated COVID-19 detection from chest X-ray images. The method combines DenseNet, ResNet, and EfficientNet architectures with a weighted voting scheme.