Elena Goyanes

According to our database, Elena Goyanes authored at least 7 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Domain-specific multi-transfer approaches for deep learning-based glaucoma screening in high myopia patients.

Elena Goyanes, Joaquim de Moura, Antoine Lelong, Patricia Robles-Amor, José M. Martínez-de-la-Casa, Javier Moreno-Montañes, Francisco J. Muñoz-Negrete, Ignacio Uña, Jorge Novo, Marcos Ortega

Expert Syst. Appl., 2026

Inter-expert reliability in multi-field-of-view automatic drusen segmentation analysis using optical coherence tomography.

Elena Goyanes, Saúl Leyva, Paula Herrero, Joaquim de Moura, Jorge Novo, Marcos Ortega

Biomed. Signal Process. Control., 2026

2025

3D Features Fusion for Automated Segmentation of Fluid Regions in CSCR Patients: An OCT-based Photodynamic Therapy Response Analysis.

Elena Goyanes, Joaquim de Moura, José Ignacio Fernández-Vigo, Julián García-Feijoó, Jorge Novo, Marcos Ortega

J. Imaging Inform. Medicine, 2025

Multi-depth transfer learning-based approaches via generative models for foveal avascular zone segmentation in OCTA images.

Ángel Regueiro, Elena Goyanes, Joaquim de Moura, Jorge Novo, Marcos Ortega

Proceedings of the International Joint Conference on Neural Networks, 2025

2024

Automatic simultaneous ciliary muscle segmentation and biomarker extraction in AS-OCT images using deep learning-based approaches.

Elena Goyanes, Joaquim de Moura, José Ignacio Fernández-Vigo, José Ángel Fernández-Vigo, Jorge Novo, Marcos Ortega

Biomed. Signal Process. Control., 2024

Fully-automatic end-to-end approaches for 3D drusen segmentation in Optical Coherence Tomography images.

Elena Goyanes, Saúl Leyva, Paula Herrero, Joaquim de Moura, Jorge Novo, Marcos Ortega

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 28th International Conference KES-2024, 2024

2022

Fully-automatic segmentation of the ciliary muscle using anterior segment optical coherence tomography images.

Elena Goyanes, Joaquim de Moura, Jorge Novo, José Ignacio Fernández-Vigo, José Ángel Fernández-Vigo, Marcos Ortega

Proceedings of the International Joint Conference on Neural Networks, 2022