COVID-19 and common pneumonia chest CT dataset (412 common pneumonia CT scans)

Published: 14-09-2020| Version 1 | DOI: 10.17632/ygvgkdbmvt.1
Contributor:
Tao Yan

Description

This dataset contains 416 COVID-19 positive CT scans and 412 common pneumonia (CP) CT scans from two hospitals. COVID-19 patients were confirmed positive by RT-PCR. CP patients were laboratory-confirmed bacterial pneumonia, mycoplasma pneumonia, fungal pneumonia, and viral pneumonia. As Mendeley Data datasets for personal accounts have a maximum limit of 10 GB per dataset. Here is for common pneumonia CT scans, If you need COVID-19 CT scans, download from here: http://dx.doi.org/10.17632/3y55vgckg6.2 How to cite this data: Tao Yan, Pak Kin Wong, Hao Ren, Huaqiao Wang, Jiangtao Wang, and Yang Li. "Automatic distinction between COVID-19 and common pneumonia using multi-scale convolutional neural network on chest CT scans." Chaos, Solitons & Fractals (2020): 110153. doi: 10.1016/j.chaos.2020.110153.

Files

Steps to reproduce

0 for CP, 1 for COVID-19