Improving Performance of Federated Learning based Medical Image Analysis in Non-IID Settings using Image Augmentation

Alper Emin Cetinkaya, Murat Akin, Seref Sagiroglu

Federated Learning (FL) is a suitable solution for making use of sensitive data belonging to patients, people, companies, or industries that are obligatory to work under rigid priv…