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Francisco Fumero Batista
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RIM-ONE: An open retinal image database for optic nerve evaluation
F Fumero, S Alayón, JL Sanchez, J Sigut, M Gonzalez-Hernandez
2011 24th international symposium on computer-based medical systems (CBMS), 1-6, 2011
5772011
Ant Colony Optimization-based method for Optic Cup Segmentation in Retinal Images
R Arnay, F Fumero, J Sigut
Applied Soft Computing, 2016
692016
RIM-ONE DL: A Unified Retinal Image Database for Assessing Glaucoma Using Deep Learning
FJF Batista, T Diaz-Aleman, J Sigut, S Alayon, R Arnay, D Angel-Pereira
Image Analysis & Stereology 39 (3), 161-167, 2020
682020
Estimation of the Relative Amount of Hemoglobin in the Cup and Neuroretinal Rim Using Stereoscopic Color Fundus ImagesNeuroretinal Rim Hemoglobin
C Pena-Betancor, M Gonzalez-Hernandez, F Fumero-Batista, J Sigut, ...
Investigative ophthalmology & visual science 56 (3), 1562-1568, 2015
542015
Interactive Tool and Database for Optic Disc and Cup Segmentation of Stereo and Monocular Retinal Fundus Images
F Fumero, J Sigut, S Alayón, M González-Hernández, M González
Short Papers Proceedings–WSCG 2015, 91-97, 2015
442015
Estimating the Amount of Hemoglobin in the Neuroretinal Rim Using Color Images and OCT
E Medina-Mesa, M Gonzalez-Hernandez, J Sigut, F Fumero-Batista, ...
Current eye research 41 (6), 798-805, 2016
292016
Diagnostic ability of a new method for measuring haemoglobin levels in the optic nerve head in multiple sclerosis patients
MP Bambo, E Garcia-Martin, S Perez-Olivan, J Sigut, F Fumero, ...
British Journal of Ophthalmology 97 (12), 1543-1548, 2013
232013
Contrast based circular approximation for accurate and robust optic disc segmentation in retinal images
J Sigut, O Nunez, F Fumero, M Gonzalez, R Arnay
PeerJ 5, e3763, 2017
192017
REFUGE2 Challenge: Treasure for Multi-Domain Learning in Glaucoma Assessment
H Fang, F Li, H Fu, X Sun, X Cao, J Son, S Yu, M Zhang, C Yuan, C Bian, ...
arXiv preprint arXiv:2202.08994, 2022
182022
Automatic marker generation for watershed segmentation of natural images
J Sigut, F Fumero, O Nuñez, M Sigut
Electronics Letters 50 (18), 1281-1283, 2014
102014
Over-and Under-Segmentation Evaluation based on the Segmentation Covering Measure
J Sigut, F Fumero, O Nuñez
Proceedings of the WSCG 2015 Conference on Computer Graphics, Visualization …, 2015
92015
Measuring Hemoglobin Levels in the Optic Nerve Head for Glaucoma Management
M Gonzalez-de-la-Rosa, M Gonzalez-Hernandez, C Mendez-Hernandez, ...
Glaucoma Imaging, 265-280, 2016
72016
REFUGE2 Challenge: A Treasure Trove for Multi-Dimension Analysis and Evaluation in Glaucoma Screening
H Fang, F Li, J Wu, H Fu, X Sun, J Son, S Yu, M Zhang, C Yuan, C Bian, ...
arXiv preprint arXiv:2202.08994, 2022
62022
Variability between experts in defining the edge and area of the optic nerve head
S Alayon, MG de la Rosa, FJ Fumero, JFS Saavedra, JL Sanchez
Archivos de la Sociedad Española de Oftalmología (English Edition) 88 (5 …, 2013
42013
Variabilidad entre expertos al delimitar el borde y área papilar
S Alayon, MG de la Rosa, FJ Fumero, JFS Saavedra, JL Sanchez
Archivos de la Sociedad Española de Oftalmología 88 (5), 168-173, 2013
32013
Ganglion cell layer analysis with deep learning in glaucoma diagnosis
VT Díaz-Alemán, FJF Batista, SA Miranda, DÁ Pereira, ...
Archivos de la Sociedad Española de Oftalmología (English Edition) 96 (4 …, 2021
22021
Interpretable surrogate models to approximate the predictions of convolutional neural networks in glaucoma diagnosis
J Sigut, F Fumero, R Arnay, J Estévez, T Díaz-Alemán
Machine Learning: Science and Technology 4 (4), 045024, 2023
12023
Análisis de la capa de células ganglionares con deep learning en el diagnóstico de glaucoma
VT Díaz-Alemán, FJF Batista, SA Miranda, D Ángel-Pereira, ...
Archivos de la Sociedad Española de Oftalmología 96 (4), 181-188, 2021
12021
Systematic Application of Saliency Maps to Explain the Decisions of Convolutional Neural Networks for Glaucoma Diagnosis Based on Disc and Cup Geometry
F Fumero, J Sigut, J Estévez, T Diaz-Aleman
Available at SSRN 4327677, 0
1
In-Depth Evaluation of Saliency Maps for Interpreting Convolutional Neural Network Decisions in the Diagnosis of Glaucoma Based on Fundus Imaging
J Sigut, F Fumero, J Estévez, S Alayón, T Díaz-Alemán
Sensors 24 (1), 239, 2023
2023
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