Federated Learning Towards the Unknown: A Deep Dive Into Diabetic Retinopathy Prediction from Real-World EHR Structured Data on Unseen Diabetic Centers

Alessandro Cacciatore, Mariachiara Di Cosmo, Emanuele Frontoni, Michele Bernardini. Federated Learning Towards the Unknown: A Deep Dive Into Diabetic Retinopathy Prediction from Real-World EHR Structured Data on Unseen Diabetic Centers. In Inês Dutra, Mykola Pechenizkiy, Paulo Cortez 0001, Sepideh Pashami, Alípio M. Jorge, Carlos Soares, Pedro H. Abreu, João Gama 0001, editors, Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part IX. Volume 16021 of Lecture Notes in Computer Science, pages 338-355, Springer, 2025. [doi]

Abstract

Abstract is missing.