COVID-19 and Pneumonia Xrays

Citation Author(s):
Kaoutar
BEN AHMED
GREGORY
GOLDGOF
RAHUL
PAUL
DMITRY
GOLDGOF
LAWRENCE
HALL
Submitted by:
Kaoutar BEN AHMED
Last updated:
Mon, 05/10/2021 - 10:38
DOI:
10.21227/cw6k-dc90
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Abstract 

This datasets contains Xrays of positive COVID-19 and Pneumonia patients.

For the COVID-19 class, three sources were used in this work, BIMCV-COVID-19+ (Spain), COVID-19- AR (USA) and V2-COV19-NII (Germany).

 

  

The pneumonia class data came from 3 sources: (i) the National Institute of Health (NIH) dataset, (ii) Chexpert dataset and (iii) Padchest dataset.

Instructions: 

This dataset consists of 272 COVID-19 cases and 293 pneumonia cases for training. Image augmentations of the training set are also included. The test set contains 38 COVID-19 and 59 pneumonia cases from seen sources. 230 COVID-19 and 619 pneumonia cases were from unseen test sources.

Comments

This datasets contains Xrays of positive COVID-19 and Pneumonia patients.

Submitted by Kaoutar BEN AHMED on Mon, 05/10/2021 - 10:37