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José Morano
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Simultaneous segmentation and classification of the retinal arteries and veins from color fundus images
J Morano, ÁS Hervella, J Novo, J Rouco
Artificial Intelligence in Medicine 118, 102116, 2021
342021
Multimodal Transfer Learning-based Approaches for Retinal Vascular Segmentation
J Morano, AS Hervella, N Barreira, J Novo, J Rouco
European Conference on Artificial Intelligence (ECAI), 2020
122020
Weakly-supervised detection of AMD-related lesions in color fundus images using explainable deep learning
J Morano, ÁS Hervella, J Rouco, J Novo, JI Fernández-Vigo, M Ortega
Computer Methods and Programs in Biomedicine 229, 107296, 2023
102023
Adapting Segment Anything Model (SAM) for Retinal OCT
B Fazekas, J Morano, D Lachinov, G Aresta, H Bogunović
International Workshop on Ophthalmic Medical Image Analysis, 92-101, 2023
92023
Self-supervised Learning via Inter-modal Reconstruction and Feature Projection Networks for Label-Efficient 3D-to-2D Segmentation
J Morano, G Aresta, D Lachinov, J Mai, U Schmidt-Erfurth, H Bogunović
International Conference on Medical Image Computing and Computer-Assisted …, 2023
32023
Deep multimodal fusion of data with heterogeneous dimensionality via projective networks
J Morano, G Aresta, C Grechenig, U Schmidt-Erfurth, H Bogunović
IEEE Journal of Biomedical and Health Informatics, 2024
22024
RRWNet: Recursive Refinement Network for Effective Retinal Artery/Vein Segmentation and Classification
J Morano, G Aresta, H Bogunović
arXiv preprint arXiv:2402.03166, 2024
12024
Impact of Increased Centerline Weight on the Joint Segmentation and Classification of Arteries and Veins in Color Fundus Images
J Morano, D Rivas-Villar, ÁS Hervella, J Rouco, J Novo
International Conference on Computer Aided Systems Theory, 435-443, 2022
12022
Deep features-based approaches for phytoplankton classification in microscopy images
D Rivas-Villar, J Morano, J Rouco, MG Penedo, J Novo
International Conference on Computer Aided Systems Theory, 419-426, 2022
12022
Selecting a well-performing approach for automated subretinal drusenoid deposits quantification
S Schürer-Waldheim, J Morano, GM Aresta, K Kostolna, GS Reiter, ...
Investigative Ophthalmology & Visual Science 65 (7), 2392-2392, 2024
2024
Web-based platform for the automatic analysis and visualization of vascular diagnostic markers in ophthalmological images
J Morano, AS Hervella, J Novo, J Rouco
Proceedings of V XoveTIC Conference. XoveTIC 14, 60-62, 2023
2023
Improving AMD diagnosis by the simultaneous identification of associated retinal lesions
J Morano, ÁS Hervella, J Rouco, J Novo, JI Fernández-Vigo, M Ortega
International Conference on Image Analysis and Processing, 148-159, 2022
2022
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