Images on Chest X-Ray have been trained using the implementation provided here.
You can read more about the dataset in this paper.
The chexpert data was uploaded to floydhub and from there it is being used for experiments by running these files. Here is the link. The process uses the validation data set while doing the optimization which has also been uploaded here
To run the networks on Floydhub you can use the following command on the files from terminal.
floyd run --gpu2 --env keras --data abkds/datasets/atelectasis/1:atelectasis --data abkds/datasets/chexpert_validation/1:chexpert_validation 'python atelectasis.py'
The weights are around 100 Mb so it was not possible to upload them here or neither in the repo for GUI. A drive link for that has been given from where it can be downloaded and combined with the GUI repo to run the repository.