Álvaro S. Hervella

37 papers A 2B 5Misc 1Journal 23Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	B	`conf`	Deep Learning-Based Models for Sickle Cell Anemia Characterization in Retinal Fundus Images. CBMS L. Carrasco, L. Ramos, Noelia Barreira, Álvaro S. Hervella, Lina H. Raffa
2025	J	`jnl`	Unsupervised Deep Learning-based Keypoint Localization Estimating Descriptor Matching Performance. CoRR David Rivas-Villar, Álvaro S. Hervella, José Rouco, Jorge Novo
2025	J	`jnl`	Unsupervised training of keypoint-agnostic descriptors for flexible retinal image registration. CoRR David Rivas-Villar, Álvaro S. Hervella, José Rouco, Jorge Novo
2024	J	`jnl`	ConKeD++ - Improving descriptor learning for retinal image registration: A comprehensive study of contrastive losses. CoRR David Rivas-Villar, Álvaro S. Hervella, José Rouco, Jorge Novo
2024	J	`jnl`	ConKeD: Multiview contrastive descriptor learning for keypoint-based retinal image registration. CoRR David Rivas-Villar, Álvaro S. Hervella, José Rouco, Jorge Novo
2024	J	`jnl`	ConKeD: multiview contrastive descriptor learning for keypoint-based retinal image registration. Medical Biol. Eng. Comput. David Rivas-Villar, Álvaro S. Hervella, José Rouco, Jorge Novo
2024	J	`jnl`	Explainable artificial intelligence for the automated assessment of the retinal vascular tortuosity. Medical Biol. Eng. Comput. Álvaro S. Hervella, Lucía Ramos, José Rouco, Jorge Novo, Marcos Ortega
2024	J	`jnl`	Multi-Adaptive Optimization for multi-task learning with deep neural networks. Neural Networks Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
2024	A	`conf`	Recurrent Task Specialization Network for Segmentation-aided Vascular Landmarks Detection in Retinal Images. ECAI Álvaro S. Hervella, José Rouco, Jorge Novo, Clara I. Sánchez, Marcos Ortega
2023	J	`jnl`	Context encoder transfer learning approaches for retinal image analysis. Comput. Biol. Medicine Daniel I. Morís, Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
2023	J	`jnl`	Weakly-supervised detection of AMD-related lesions in color fundus images using explainable deep learning. Comput. Methods Programs Biomed. José Morano, Álvaro S. Hervella, José Rouco, Jorge Novo, José Ignacio Fernández-Vigo, Marcos Ortega
2022	J	`jnl`	Color fundus image registration using a learning-based domain-specific landmark detection methodology. Comput. Biol. Medicine David Rivas-Villar, Álvaro S. Hervella, José Rouco, Jorge Novo
2022	—	`conf`	Deep learning-based detection of domain-specific retinal landmarks for color fundus image registration. XoveTIC David Rivas-Villar, Álvaro S. Hervella, José Rouco, Jorge Novo
2022	J	`jnl`	End-to-end multi-task learning for simultaneous optic disc and cup segmentation and glaucoma classification in eye fundus images. Appl. Soft Comput. Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
2022	—	`conf`	Impact of Increased Centerline Weight on the Joint Segmentation and Classification of Arteries and Veins in Color Fundus Images. EUROCAST José Morano, David Rivas-Villar, Álvaro S. Hervella, José Rouco, Jorge Novo
2022	—	`conf`	Improving AMD Diagnosis by the Simultaneous Identification of Associated Retinal Lesions. ICIAP (1) José Morano, Álvaro S. Hervella, José Rouco, Jorge Novo, José Ignacio Fernández-Vigo, Marcos Ortega
2022	J	`jnl`	Improving AMD diagnosis by the simultaneous identification of associated retinal lesions. CoRR José Morano, Álvaro S. Hervella, José Rouco, Jorge Novo, José Ignacio Fernández-Vigo, Marcos Ortega
2022	J	`jnl`	Multimodal image encoding pre-training for diabetic retinopathy grading. Comput. Biol. Medicine Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
2022	J	`jnl`	Retinal microaneurysms detection using adversarial pre-training with unlabeled multimodal images. Inf. Fusion Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
2022	J	`jnl`	Simultaneous segmentation and classification of the retinal arteries and veins from color fundus images. CoRR José Morano, Álvaro S. Hervella, Jorge Novo, José Rouco
2022	J	`jnl`	Weakly-supervised detection of AMD-related lesions in color fundus images using explainable deep learning. CoRR José Morano, Álvaro S. Hervella, José Rouco, Jorge Novo, José Ignacio Fernández-Vigo, Marcos Ortega
2022	—	`conf`	Web-based platform for the automatic analysis and visualization of vascular diagnostic markers in ophthalmological images. XoveTIC José Morano, Álvaro S. Hervella, Jorge Novo, José Rouco
2021	B	`conf`	Context encoder self-supervised approaches for eye fundus analysis. IJCNN Daniel I. Morís, Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
2021	J	`jnl`	Self-supervised multimodal reconstruction pre-training for retinal computer-aided diagnosis. Expert Syst. Appl. Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
2021	J	`jnl`	Simultaneous segmentation and classification of the retinal arteries and veins from color fundus images. Artif. Intell. Medicine José Morano, Álvaro S. Hervella, Jorge Novo, José Rouco
2020	J	`jnl`	Deep multi-instance heatmap regression for the detection of retinal vessel crossings and bifurcations in eye fundus images. Comput. Methods Programs Biomed. Álvaro S. Hervella, José Rouco, Jorge Novo, Manuel G. Penedo, Marcos Ortega
2020	J	`jnl`	Learning the retinal anatomy from scarce annotated data using self-supervised multimodal reconstruction. Appl. Soft Comput. Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
2020	Misc	`conf`	Multi-Modal Self-Supervised Pre-Training for Joint Optic Disc and Cup Segmentation in Eye Fundus Images. ICASSP Álvaro S. Hervella, Lucía Ramos, José Rouco, Jorge Novo, Marcos Ortega
2020	A	`conf`	Multimodal Transfer Learning-Based Approaches for Retinal Vascular Segmentation. ECAI José Morano, Álvaro S. Hervella, Noelia Barreira, Jorge Novo, José Rouco
2020	J	`jnl`	Multimodal Transfer Learning-based Approaches for Retinal Vascular Segmentation. CoRR José Morano, Álvaro S. Hervella, Noelia Barreira, Jorge Novo, José Rouco
2020	J	`jnl`	Self-supervised multimodal reconstruction of retinal images over paired datasets. Expert Syst. Appl. Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
2019	B	`conf`	Deep Multimodal Reconstruction of Retinal Images Using Paired or Unpaired Data. IJCNN Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
2019	—	`conf`	Impact of the Circular Region of Interest on the Performance of Multimodal Reconstruction of Retinal Images. EUROCAST (2) Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
2019	B	`conf`	Self-Supervised Deep Learning for Retinal Vessel Segmentation Using Automatically Generated Labels from Multimodal Data. IJCNN Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
2018	J	`jnl`	Multimodal Registration of Retinal Images Using Domain-Specific Landmarks and Vessel Enhancement. CoRR Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
2018	B	`conf`	Multimodal registration of retinal images using domain-specific landmarks and vessel enhancement. KES Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
2018	—	`conf`	Retinal Image Understanding Emerges from Self-Supervised Multimodal Reconstruction. MICCAI (1) Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega