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

Cacciatore et al. "Federated Learning Towards the Unknown: A Deep Dive into Diabetic Retinopathy Prediction from Real-World EHR Structured Data on Unseen Diabetic Centers." European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025. doi:10.1007/978-3-032-06118-8_20

[Cacciatore et al. "Federated Learning Towards the Unknown: A Deep Dive into Diabetic Retinopathy Prediction from Real-World EHR Structured Data on Unseen Diabetic Centers." European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025.](https://mlanthology.org/ecmlpkdd/2025/cacciatore2025ecmlpkdd-federated/) doi:10.1007/978-3-032-06118-8_20

@inproceedings{cacciatore2025ecmlpkdd-federated,
  title     = {{Federated Learning Towards the Unknown: A Deep Dive into Diabetic Retinopathy Prediction from Real-World EHR Structured Data on Unseen Diabetic Centers}},
  author    = {Cacciatore, Alessandro and Di Cosmo, Mariachiara and Frontoni, Emanuele and Bernardini, Michele},
  booktitle = {European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases},
  year      = {2025},
  pages     = {338-355},
  doi       = {10.1007/978-3-032-06118-8_20},
  url       = {https://mlanthology.org/ecmlpkdd/2025/cacciatore2025ecmlpkdd-federated/}
}