José F. Sigut

39 papers B 6C 2Journal 26Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Using Shapley Values to Explain the Decisions of Convolutional Neural Networks in Glaucoma Diagnosis.
Algorithms
José F. Sigut, Francisco Fumero, Tinguaro Díaz-Alemán
2025 C conf
Vulnerabilities Of Machine Learning Algorithms To Adversarial Attacks In Medical Images.
ECMS
Karolina Krzton, Joanna Kolodziej, Adrian Widlak, Mateusz Nawrocki, José F. Sigut
2024 J jnl
Fovea localization in retinal images using spatial color histograms.
Multim. Tools Appl.
José F. Sigut, Omar Nuñez, Francisco Fumero, Silvia Alayón, Tinguaro Díaz-Alemán
2024 J jnl
In-Depth Evaluation of Saliency Maps for Interpreting Convolutional Neural Network Decisions in the Diagnosis of Glaucoma Based on Fundus Imaging.
Sensors
José F. Sigut, Francisco Fumero, José Ignacio Estévez Damas, Silvia Alayón, Tinguaro Díaz-Alemán
2024 J jnl
Optic cup segmentation of stereo retinal fundus images using virtual reality.
Multim. Tools Appl.
Rafael Arnay, Javier Hernández-Aceituno, Tinguaro Díaz-Alemán, José F. Sigut, Silvia Alayón, Francisco Fumero
2023 J jnl
Interpretable surrogate models to approximate the predictions of convolutional neural networks in glaucoma diagnosis.
Mach. Learn. Sci. Technol.
José F. Sigut, Francisco Fumero, Rafael Arnay, José Estévez, Tinguaro Díaz-Alemán
2022 J jnl
REFUGE2 Challenge: Treasure for Multi-Domain Learning in Glaucoma Assessment.
CoRR
Huihui Fang, Fei Li, Huazhu Fu, Xu Sun, Xingxing Cao, Jaemin Son, Shuang Yu, Menglu Zhang, Chenglang Yuan, Cheng Bian, Baiying Lei, Benjian Zhao, Xinxing Xu, Shaohua Li, Francisco Fumero, José F. Sigut, Haidar Almubarak, Yakoub Bazi, Yuanhao Guo, Yating Zhou, Ujjwal Baid, Shubham Innani, Tianjiao Guo, Jie Yang, José Ignacio Orlando, Hrvoje Bogunovic, Xiulan Zhang, Yanwu Xu
2020 J jnl
OpenCV Basics: A Mobile Application to Support the Teaching of Computer Vision Concepts.
IEEE Trans. Educ.
José F. Sigut, Miguel Castro, Rafael Arnay, Marta Sigut
2017 J jnl
Ant Colony Optimization-based method for optic cup segmentation in retinal images.
Appl. Soft Comput.
Rafael Arnay, Francisco Fumero, José F. Sigut
2013 J jnl
Fast perspective recovery of text in natural scenes.
Image Vis. Comput.
Carlos Merino-Gracia, Majid Mirmehdi, José F. Sigut, José L. González-Mora
2011 J jnl
Iris Center Corneal Reflection Method for Gaze Tracking Using Visible Light.
IEEE Trans. Biomed. Eng.
José F. Sigut, Sid-Ahmed Ould Sidha
2011 B conf
RIM-ONE: An open retinal image database for optic nerve evaluation.
CBMS
Francisco Fumero, Silvia Alayón, José L. Sánchez, José F. Sigut, M. González-Hernández
2010 — conf
An Automated Approach for Preprocessing Retinographies.
BIOSIGNALS
Silvia Alayón, José L. Sánchez, José F. Sigut, Jorge Marrero, Manuel González
2008 — conf
A New Set of Features for Robust Change Detection.
VISAPP (2)
José F. Sigut, Sid-Ahmed Ould Sidha, Juan Díaz, Carina S. González
2007 J jnl
An expert system for supervised classifier design: Application to Alzheimer diagnosis.
Expert Syst. Appl.
José F. Sigut, José D. Piñeiro, Evelio J. González, Jesús M. Torres
2007 J jnl
Applying a constructivist and collaborative methodological approach in engineering education.
Comput. Educ.
Lorenzo Moreno Ruiz, Carina S. González, Ivan Castilla, Evelio J. González, José F. Sigut
2007 C conf
Intelligent Agents and Apache Cocoon for a CV Generation System.
AICCSA
Evelio J. González, Alberto F. Hamilton, Lorenzo Moreno Ruiz, Juan A. Méndez, G. N. Marichal, José F. Sigut, Marta Sigut, Jonatán Felipe
2007 J jnl
SIMDE: An educational simulator of ILP architectures with dynamic and static scheduling.
Comput. Appl. Eng. Educ.
Ivan Castilla, Lorenzo Moreno Ruiz, Carina S. González, José F. Sigut, Evelio J. González
2007 B conf
Symbol-Based Machine Learning Approach for Supervised Segmentation of Follicular Lymphoma Images.
CBMS
Milan Zorman, Peter Kokol, Mitja Lenic, José Luis Sánchez de la Rosa, José F. Sigut, Silvia Alayón
2007 J jnl
Use of Constructivism and Collaborative Teaching in an ILP Processors Course.
IEEE Trans. Educ.
Lorenzo Moreno Ruiz, Carina S. González, Ivan Castilla, Evelio J. González, José F. Sigut
2006 J jnl
A System Generating CV through Intelligent Agents and Apache Cocoon.
Informatica (Slovenia)
Evelio J. González, Alberto F. Hamilton, Lorenzo Moreno Ruiz, Juan A. Méndez, José F. Sigut, Marta Sigut
2006 J jnl
A neural network approach to normality testing.
Intell. Data Anal.
José F. Sigut, José D. Piñeiro, José Ignacio Estévez Damas, Pedro A. Toledo
2006 J jnl
An evolutionary Michigan recurrent fuzzy system for nuclei classification in cytological images using nuclear chromatin distribution.
J. Biomed. Informatics
Silvia Alayón, José Ignacio Estévez Damas, José F. Sigut, José L. Sánchez, Pedro A. Toledo
2006 B conf
Identifying Lymphoma in Microscopy Images with Classificational Cellular Automata.
CBMS
Petra Povalej, Mateja Verlic, Peter Kokol, José L. Sánchez, José F. Sigut
2005 J jnl
A large deviation approach to normality testing.
Comput. Stat. Data Anal.
José F. Sigut, José D. Piñeiro, Lorenzo Moreno Ruiz, José Ignacio Estévez Damas, Rosa María Aguilar, Roberto L. Marichal
2005 J jnl
Cytological image analysis with a genetic fuzzy finite state machine.
Comput. Methods Programs Biomed.
José Ignacio Estévez Damas, Silvia Alayón, Lorenzo Moreno Ruiz, José F. Sigut, R. Aguilar
2002 B conf
Cytological Breast Fine Needle Aspirate Images Analysis with a Genetic Fuzzy Finite State Machine.
CBMS
José Ignacio Estévez Damas, Silvia Alayón, Lorenzo Moreno Ruiz, Rosa María Aguilar, José F. Sigut
2002 B conf
Integrating Multimedia Technology, Knowledge Based System and Speech Processing for the Diagnostic and Treatment of Developmental Dyslexia.
Intelligent Tutoring Systems
Lorenzo Moreno Ruiz, Carina S. González, Vanesa Muñoz, José Ignacio Estévez Damas, Rosa María Aguilar, José L. Sánchez, José F. Sigut, José D. Piñeiro
2002 J jnl
Procedures based on simulation and hardware for a computer architecture course.
Comput. Appl. Eng. Educ.
Evelio J. González, Silvia Alayón, José D. Piñeiro, José L. Sánchez, José Ignacio Estévez Damas, José F. Sigut, Lorenzo Moreno Ruiz
2001 — conf
Evenet 2000: Designing and Training Arbitrary Neural Networks in Java.
IWANN (2)
Evelio J. González, Alberto F. Hamilton, Lorenzo Moreno Ruiz, José F. Sigut, Roberto L. Marichal
2001 J jnl
Exploiting the advantages of symbolically interpretable continuous biomedical parameters with a fuzzyfied symbolic model.
Artif. Intell. Medicine
Lorenzo Moreno Ruiz, José Ignacio Estévez Damas, Rosa María Aguilar, José F. Sigut, Carina S. González
2001 — conf
Study of Chaos in a Simple Discrete Recurrence Neural Network.
IWANN (1)
José D. Piñeiro, Roberto L. Marichal, Lorenzo Moreno Ruiz, José F. Sigut, Evelio J. González
2001 J jnl
Using KADS methodology in a simulation assisted knowledge based system: application to hospital management.
Expert Syst. Appl.
Lorenzo Moreno Ruiz, Rosa María Aguilar, José D. Piñeiro, José Ignacio Estévez Damas, José F. Sigut, Carina S. González
2000 J jnl
Automatic analysis of signals with symbolic content.
Artif. Intell. Medicine
Lorenzo Moreno Ruiz, José Ignacio Estévez Damas, Rosa María Aguilar, José L. Sánchez, José F. Sigut, José D. Piñeiro, Roberto L. Marichal
2000 J jnl
Patient-Centered Simulation to Aid Decision-Making in Hospital Management.
Simul.
Lorenzo Moreno Ruiz, Rosa María Aguilar, C. A. Martín, José D. Piñeiro, José Ignacio Estévez Damas, José F. Sigut, José L. Sánchez
1999 J jnl
Patient-centered simulation tool for aiding in hospital management.
Simul. Pract. Theory
Lorenzo Moreno Ruiz, Rosa María Aguilar, C. A. Martín, José D. Piñeiro, José Ignacio Estévez Damas, José F. Sigut, José L. Sánchez, V. I. Jiménez
1998 — conf
Evoked Potential Feature Detection with Recurrent Dynamic Neural Networks.
NC
José D. Piñeiro, Roberto L. Marichal, Lorenzo Moreno Ruiz, José F. Sigut, José Ignacio Estévez Damas, Rosa María Aguilar, José L. Sánchez, Juan J. Merino
1998 J jnl
Patient-centered computer simulation in hospital management.
J. Netw. Comput. Appl.
Lorenzo Moreno Ruiz, Rosa María Aguilar, C. A. Martín, José D. Piñeiro, José Ignacio Estévez Damas, José L. Sánchez, José F. Sigut, V. I. Jiménez
1998 B conf
Towards a knowledge based system for the clinical evaluation of the electroencephalogram and visual evoked potentials.
SMC
Lorenzo Moreno Ruiz, José L. Sánchez, Soledad Mañas, José D. Piñeiro, Juan J. Merino, José F. Sigut, Rosa María Aguilar, José Ignacio Estévez Damas, Roberto L. Marichal