A Fully Automated Deep Learning-based Network For Detecting COVID-19 from a New And Large Lung CT Scan Dataset

2 code implementations • Preprints 2020 • Rahimzadeh, Mohammad; Attar, Abolfazl; Sakhaei, Seyed Mohammad

At the next stage, we propose a modified version of ResNet50V2 that is enhanced by a feature pyramid network for classifying the selected CT images into COVID-19 or normal.

COVID-19 Diagnosis

A modified deep convolutional neural network for detecting COVID-19 and pneumonia from chest X-ray images based on the concatenation of Xception and ResNet50V2

1 code implementation • Informatics in Medicine Unlocked 2020 • Rahimzadeh, Mohammad; Attar, Abolfazl

In this paper, we have trained several deep convolutional networks with introduced training techniques for classifying X-ray images into three classes: normal, pneumonia, and COVID-19, based on two open-source datasets.