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

Crossref DOI link: https://doi.org/10.1007/978-3-032-06118-8_20

Published Online: 2025-09-29

Published Print: 2026

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Cacciatore, Alessandro

Di Cosmo, Mariachiara

Frontoni, Emanuele

Bernardini, Michele
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Text and Data Mining valid from 2025-09-29

Version of Record valid from 2025-09-29
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Chapter History

First Online: 29 September 2025

Disclosure of Interests

: The authors did not receive support from any funding organization in the public, commercial, or not-for-profit sectors for the present work.

Conference Information

Conference Acronym: ECML PKDD

Conference Name: Joint European Conference on Machine Learning and Knowledge Discovery in Databases

Conference City: Porto

Conference Country: Portugal

Conference Year: 2025

Conference Start Date: 15 September 2025

Conference End Date: 19 September 2025

Conference ID: ecml2025

Conference URL: https://ecmlpkdd.org/2025/

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