| 2025 | CBMS | Deep Learning-Based Models for Sickle Cell Anemia Characterization in Retinal Fundus Images. | L. Carrasco, L. Ramos, Noelia Barreira, lvaro S. Hervella, Lina H. Raffa |
| 2024 | ECAI | Recurrent Task Specialization Network for Segmentation-aided Vascular Landmarks Detection in Retinal Images. | lvaro S. Hervella, Jos Rouco, Jorge Novo, Clara I. Snchez, Marcos Ortega |
| 2022 | ICIAP | Improving AMD Diagnosis by the Simultaneous Identification of Associated Retinal Lesions. | Jos Morano, lvaro S. Hervella, Jos Rouco, Jorge Novo, Jos Ignacio Fernndez-Vigo, Marcos Ortega |
| 2021 | IJCNN | Context encoder self-supervised approaches for eye fundus analysis. | Daniel I. Mors, lvaro S. Hervella, Jos Rouco, Jorge Novo, Marcos Ortega |
| 2020 | ECAI | Multimodal Transfer Learning-Based Approaches for Retinal Vascular Segmentation. | Jos Morano, lvaro S. Hervella, Noelia Barreira, Jorge Novo, Jos Rouco |
| 2020 | ICASSP | Multi-Modal Self-Supervised Pre-Training for Joint Optic Disc and Cup Segmentation in Eye Fundus Images. | lvaro S. Hervella, Luca Ramos, Jos Rouco, Jorge Novo, Marcos Ortega |
| 2019 | IJCNN | Self-Supervised Deep Learning for Retinal Vessel Segmentation Using Automatically Generated Labels from Multimodal Data. | lvaro S. Hervella, Jos Rouco, Jorge Novo, Marcos Ortega |
| 2019 | IJCNN | Deep Multimodal Reconstruction of Retinal Images Using Paired or Unpaired Data. | lvaro S. Hervella, Jos Rouco, Jorge Novo, Marcos Ortega |
| 2018 | KES | Multimodal registration of retinal images using domain-specific landmarks and vessel enhancement. | lvaro S. Hervella, Jos Rouco, Jorge Novo, Marcos Ortega |
| 2018 | MICCAI | Retinal Image Understanding Emerges from Self-Supervised Multimodal Reconstruction. | lvaro S. Hervella, Jos Rouco, Jorge Novo, Marcos Ortega |