Posts Tagged ‘X-Ray’

Chest X-Ray Images (Pneumonia)

This dataset contains X-Ray images of patients suffering from Pneumonia in comparison with X-Ray images referring to normal condition. For more information please refer to https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia/home.The data files can be downloaded separately for training, testing and validation available on Kaggle https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia.

Here is some information regarding this dataset:

• Number of images in the dataset: 5863 images (5216 images for training, 624 images for test and 16 images for validation)

• Number of classes: 2 (Normal or Pneumonia)

• Image resolution is different for the image samples.

If you use this dataset:

Please make sure to read the License carefully which is available on https://creativecommons.org/licenses/by/4.0/.

Please make sure to cite the paper:

D. S. Kermany, M. Goldbaum, W. Cai, et al. Identifying Medical Diagnoses and Treatable Diseases by Image-Based Deep Learning. Cell, 2018.

keywords: Vision, Image, Biology and Health, X-Ray, Classification