OCT-FedSIR: Toward Trustworthy Federated Ophthalmic Learning under Annotation Noise

Sina Gholami, Abdulmoneam Ali, Tania Haghighi +8

Federated learning enables collaborative model development without centralizing patient data, but annotation reliability at participating institutions cannot always be assumed. In…