Sina Gholami and co-authors use domain-adaptive federated learning with self-supervised pre-training to improve multi-class eye disease classification from optical coherence tomography images. Their approach preserves data privacy and ensuring robust, significant performance gains.
- Sina Gholami
- Fatema-E Jannat
- Minhaj Nur Alam