Zobrazeno 1 - 10
of 37
pro vyhledávání: '"Moraño, José A."'
Publikováno v:
Expert Systems with Applications, 2024
The caliber and configuration of retinal blood vessels serve as important biomarkers for various diseases and medical conditions. A thorough analysis of the retinal vasculature requires the segmentation of the blood vessels and their classification i
Externí odkaz:
http://arxiv.org/abs/2402.03166
Autor:
Morano, José, Aresta, Guilherme, Grechenig, Christoph, Schmidt-Erfurth, Ursula, Bogunović, Hrvoje
The use of multimodal imaging has led to significant improvements in the diagnosis and treatment of many diseases. Similar to clinical practice, some works have demonstrated the benefits of multimodal fusion for automatic segmentation and classificat
Externí odkaz:
http://arxiv.org/abs/2402.01311
The Segment Anything Model (SAM) has gained significant attention in the field of image segmentation due to its impressive capabilities and prompt-based interface. While SAM has already been extensively evaluated in various domains, its adaptation to
Externí odkaz:
http://arxiv.org/abs/2308.09331
Autor:
Morano, José, Aresta, Guilherme, Lachinov, Dmitrii, Mai, Julia, Schmidt-Erfurth, Ursula, Bogunović, Hrvoje
Deep learning has become a valuable tool for the automation of certain medical image segmentation tasks, significantly relieving the workload of medical specialists. Some of these tasks require segmentation to be performed on a subset of the input di
Externí odkaz:
http://arxiv.org/abs/2307.03008
Autor:
Morano, José, Hervella, Álvaro S., Rouco, José, Novo, Jorge, Fernández-Vigo, José I., Ortega, Marcos
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 blindness in developed countries. Although some promising treatments have b
Externí odkaz:
http://arxiv.org/abs/2212.00565
Publikováno v:
Artificial Intelligence in Medicine, Volume 118, 2021, 102116, ISSN 0933-3657
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 the blood vessels of the retina into arteries and veins (A/V). Early au
Externí odkaz:
http://arxiv.org/abs/2209.09582
Autor:
Morano, José, Hervella, Álvaro S., Rouco, José, Novo, Jorge, Fernández-Vigo, José I., Ortega, Marcos
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 global population ageing. In this scenario, early detection is crucial
Externí odkaz:
http://arxiv.org/abs/2205.10885
Publikováno v:
Proceedings of the 24th European Conference on Artificial Intelligence (ECAI 2020)
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 research on improving the retinal vasculature segmentation. Nowadays, F
Externí odkaz:
http://arxiv.org/abs/2012.10160
Autor:
Morano, José, Hervella, Álvaro S., Rouco, José, Novo, Jorge, Fernández-Vigo, José I., Ortega, Marcos
Publikováno v:
In Computer Methods and Programs in Biomedicine February 2023 229
Publikováno v:
In Artificial Intelligence In Medicine August 2021 118