/4P

Private Paediatric Pneumonia Prediction

Primary LanguagePythonCreative Commons Attribution 4.0 InternationalCC-BY-4.0

Private Paediatric Pneumonia Prediction (4P)

Dataset

Please check this file for information on how to use this dataset.

Allocating data to clients for federated learning

The client_data.py script can be used to allocate the dataset to specific clients. All federated training code should rely on this script to generate data for experiments, and should make note of any changes to default parameters for reproducibility.

You can use the script by running python client_data.py at the command line. This will populate the data/train_clients/ and data/test_clients/ directories with client-allocated data. See the script for configuration options (or use python client_data.py -h).


The dataset in this repository is being re-used under the license terms from the CoronaHack Chest X-Ray Dataset on Kaggle and modified as indicated in Dataset_Description.md.

Original citation for the majority of the images: https://data.mendeley.com/datasets/rscbjbr9sj/2

CC BY 4.0

This work is licensed under a Creative Commons Attribution 4.0 International License.

CC BY 4.0