Datasets
Standard Dataset
COVID-19 and Pneumonia Xrays
- Citation Author(s):
- Submitted by:
- Kaoutar BEN AHMED
- Last updated:
- Tue, 05/17/2022 - 22:18
- DOI:
- 10.21227/cw6k-dc90
- Research Article Link:
- License:
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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.
Dataset Files
- Training data train.zip (7.30 GB)
- Testing Data Test.zip (1.47 GB)
Comments
This datasets contains Xrays of positive COVID-19 and Pneumonia patients.