Kaggle created this dataset of 5606 images, representing a randomly selected 5% of the full NIH dataset, to use in machine learning.
I am not inclined to upload the full dataset of 112,120 images unless someone needs it. If you want this, file an issue or open a PR and we'll make it happen.