90 citations · 236 across the 6 of their papers we have counts for
7 papers
Weakly-supervised detection of AMD-related lesions in color fundus images using explainable deep learning
José Morano, Álvaro S. Hervella, José Rouco +3
Age-related macular degeneration (AMD) is a degenerative disorder affecting the macula, a key area of the retina for visual acuity. Nowadays, it is the most frequent cause of blind…
Simultaneous segmentation and classification of the retinal arteries and veins from color fundus images
José Morano, Álvaro S. Hervella, Jorge Novo +1
The study of the retinal vasculature is a fundamental stage in the screening and diagnosis of many diseases. A complete retinal vascular analysis requires to segment and classify t…
Improving AMD diagnosis by the simultaneous identification of associated retinal lesions
José Morano, Álvaro S. Hervella, José Rouco +3
Age-related Macular Degeneration (AMD) is the predominant cause of blindness in developed countries, specially in elderly people. Moreover, its prevalence is increasing due to the…
Multimodal Transfer Learning-based Approaches for Retinal Vascular Segmentation
José Morano, Álvaro S. Hervella, Noelia Barreira +2
In ophthalmology, the study of the retinal microcirculation is a key issue in the analysis of many ocular and systemic diseases, like hypertension or diabetes. This motivates the r…
Multi-stage transfer learning for lung segmentation using portable X-ray devices for patients with COVID-19
Plácido L Vidal, Joaquim de Moura, Jorge Novo +1
One of the main challenges in times of sanitary emergency is to quickly develop computer aided diagnosis systems with a limited number of available samples due to the novelty, comp…
Automatic segmentation of the Foveal Avascular Zone in ophthalmological OCT-A images
Macarena Díaz, Jorge Novo, Paula Cutrín +3
Angiography by Optical Coherence Tomography is a non-invasive retinal imaging modality of recent appearance that allows the visualization of the vascular structure at predefined de…
Multimodal Registration of Retinal Images Using Domain-Specific Landmarks and Vessel Enhancement
Álvaro S. Hervella, José Rouco, Jorge Novo +1
The analysis of different image modalities is frequently performed in ophthalmology as it provides complementary information for the diagnosis and follow-up of relevant diseases, l…