COVID-19

This is a project using deep learning and computed tomography (CT) images for assisting COVID-19 diagnosis.

This project is currently under maintenance, further revisions will be uploaded immediately.

Dependencies:

Python 3.7.4

tensorflow-gpu 2.0.0

Keras 2.3.1

segmentation-models 1.0.1, https://github.com/qubvel/segmentation_models

For more details, please refer to "A Fully Automatic Deep Learning System for COVID-19 Diagnostic and Prognostic Analysis",

doi: https://doi.org/10.1101/2020.03.24.20042317