Visualitzant Ciències de la Salut per autor/a "Fatti, Gianluca"
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Automatic glaucoma classification using color fundus images based on convolutional neural networks and transfer learning
Gómez-Valverde, Juan J.; Antón López, Alfonso; Fatti, Gianluca; Liefers, Bart; Herranz, Alejandra; Santos, Andrés; Sánchez, Clara I.; Ledesma-Carbayo, María J. (Biomedical Optics Express, 2019-02-01)Glaucoma detection in color fundus images is a challenging task that requires expertise and years of practice. In this study we exploited the application of different Convolutional Neural Networks (CNN) ... -
Diagnostic accuracy and detection rate of glaucoma screening with optic disk photos, optical coherence tomography images, and telemedicine
Anton, Alfonso; Nolivos, Karen; Pazos, Marta; Fatti, Gianluca; Ayala, Miriam Eleonora; Martínez-Prats, Elena; Peral, Oscar; Poposki, Vladimir; Tsiroukis, Evangelos; Morilla-Grasa, Antonio; Comas, Merce; Castells, Xavier (Journal of Clinical Medicine, 2022)Purpose: The aim of this study was to evaluate the diagnostic accuracy of optical coherence tomography (OCT) and retinography in the detection of glaucoma through a telemedicine program. Methods: A ... -
Interobserver and intertest agreement in telemedicine glaucoma screening with optic disk photos and optical coherence tomography
Antón López, Alfonso; Nolivos, Karen; Pazos, Marta; Fatti, Gianluca; Herranz, Alejandra; Ayala-Fuentes, Miriam Eleonora; Martínez-Prats, Elena; Peral, Oscar; Vega-Lopez, Zaida; Monleon-Getino, Antoni; Morilla Grasa, Antonio; Comas, Merce; Castells, Xavier (Journal of Clinical Medicine, 2021)Purpose: To evaluate interobserver and intertest agreement between optical coherence tomography (OCT) and retinography in the detection of glaucoma through a telemedicine program. Methods: A stratified ...