PathMNIST

PathMNIST is a dataset that contains medical images of histopathology slides, used to evaluate the performance of federated learning algorithms in the context of heterogeneous client data.

Papers using PathMNIST (3)

Task2vec Readiness: Diagnostics for Federated Learning from Pre-Training Embeddings2026DP-FedSOFIM: Differentially Private Federated Stochastic Optimization using Regularized Fisher Information Matrix2026Benchmarking Federated Learning Frameworks for Medical Imaging Deployment: A Comparative Study of NVIDIA FLARE, Flower, and Owkin Substra2025