Álvaro S. Hervella

End-to-end multi-task learning for simultaneous optic disc and cup segmentation and glaucoma classification in eye fundus images

Álvaro S. Hervella, José Rouco, Jorge Novo et al. · Applied Soft Computing · 2021 · 85 citations · Full text

Computing, Computer Science, Ophthalmology +15

Deep multi-instance heatmap regression for the detection of retinal vessel crossings and bifurcations in eye fundus images

Álvaro S. Hervella, José Rouco, Jorge Novo et al. · Computer Methods and Programs in Biomedicine · 2019 · 47 citations · Full text

Health Professions, Computer Science, Ophthalmology +14

Simultaneous segmentation and classification of the retinal arteries and veins from color fundus images

José Morano, Álvaro S. Hervella, Jorge Novo et al. · Artificial Intelligence in Medicine · 2021 · 44 citations · Full text

Computing, Computer Science, Ophthalmology +17

Retinal microaneurysms detection using adversarial pre-training with unlabeled multimodal images

Álvaro S. Hervella, José Rouco, Jorge Novo et al. · Information Fusion · 2021 · 39 citations · Full text

Health Professions, Computer Science, Ophthalmology +16

Multimodal image encoding pre-training for diabetic retinopathy grading

Álvaro S. Hervella, José Rouco, Jorge Novo et al. · Computers in Biology and Medicine · 2022 · 37 citations · Full text

Computing, Computer Science, Ophthalmology +15