This repository aims to provide a library of open-source models for computer-aided diagnosis of pneumonia-like lung diseases. Using deep transfer learning through the Xception architecture, Deep Convolutional Neural Network Models have been trained on the COVID-19 Chest X-Ray Database to classify COVID-19, pneumonia, and healthy patients.
- University of Computer Sciences, Havana, Cuba (UCI)
- Center for Medical Informatics (CESIM)
- Center for Computational Mathematics Studies (CEMC).
- Jorge Félix Martínez Pazos
- Arturo Orellana García
- Jorge Gulín Gonzáles
- David Batard Lorenzo