José F. Sigut

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 7

Top Topics

Top Venues

Multim. Tools Appl.

Mach. Learn. Sci. Technol.

Publications

Rafael Arnay, Javier Hernández-Aceituno, Tinguaro Díaz-Alemán, José F. Sigut, Silvia Alayón, Francisco Fumero
Optic cup segmentation of stereo retinal fundus images using virtual reality. Multim. Tools Appl. 83 (4) (2024)
José F. Sigut, Omar Nuñez, Francisco Fumero, Silvia Alayón, Tinguaro Díaz-Alemán
Fovea localization in retinal images using spatial color histograms. Multim. Tools Appl. 83 (6) (2024)
José F. Sigut, Francisco Fumero, José Ignacio Estévez Damas, Silvia Alayón, Tinguaro Díaz-Alemán
In-Depth Evaluation of Saliency Maps for Interpreting Convolutional Neural Network Decisions in the Diagnosis of Glaucoma Based on Fundus Imaging. Sensors 24 (1) (2024)
José F. Sigut, Francisco Fumero, Rafael Arnay, José Estévez, Tinguaro Díaz-Alemán
Interpretable surrogate models to approximate the predictions of convolutional neural networks in glaucoma diagnosis. Mach. Learn. Sci. Technol. 4 (4) (2023)
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
REFUGE2 Challenge: Treasure for Multi-Domain Learning in Glaucoma Assessment. CoRR (2022)
José F. Sigut, Miguel Castro, Rafael Arnay, Marta Sigut
OpenCV Basics: A Mobile Application to Support the Teaching of Computer Vision Concepts. IEEE Trans. Educ. 63 (4) (2020)
Rafael Arnay, Francisco Fumero, José F. Sigut
Ant Colony Optimization-based method for optic cup segmentation in retinal images. Appl. Soft Comput. 52 (2017)
Carlos Merino-Gracia, Majid Mirmehdi, José F. Sigut, José L. González-Mora
Fast perspective recovery of text in natural scenes. Image Vis. Comput. 31 (10) (2013)
Francisco Fumero, Silvia Alayón, José L. Sánchez, José F. Sigut, M. González-Hernández
RIM-ONE: An open retinal image database for optic nerve evaluation. CBMS (2011)
José F. Sigut, Sid-Ahmed Ould Sidha
Iris Center Corneal Reflection Method for Gaze Tracking Using Visible Light. IEEE Trans. Biomed. Eng. 58 (2) (2011)
Silvia Alayón, José L. Sánchez, José F. Sigut, Jorge Marrero, Manuel González
An Automated Approach for Preprocessing Retinographies. BIOSIGNALS (2010)
José F. Sigut, Sid-Ahmed Ould Sidha, Juan Díaz, Carina S. González
A New Set of Features for Robust Change Detection. VISAPP (2) (2008)
José F. Sigut, José D. Piñeiro, Evelio J. González, Jesús M. Torres
An expert system for supervised classifier design: Application to Alzheimer diagnosis. Expert Syst. Appl. 32 (3) (2007)
Lorenzo Moreno Ruiz, Carina S. González, Ivan Castilla, Evelio J. González, José F. Sigut
Applying a constructivist and collaborative methodological approach in engineering education. Comput. Educ. 49 (3) (2007)
Lorenzo Moreno Ruiz, Carina S. González, Ivan Castilla, Evelio J. González, José F. Sigut
Use of Constructivism and Collaborative Teaching in an ILP Processors Course. IEEE Trans. Educ. 50 (2) (2007)
Milan Zorman, Peter Kokol, Mitja Lenic, José Luis Sánchez de la Rosa, José F. Sigut, Silvia Alayón
Symbol-Based Machine Learning Approach for Supervised Segmentation of Follicular Lymphoma Images. CBMS (2007)
Evelio J. González, Alberto F. Hamilton, Lorenzo Moreno Ruiz, Juan A. Méndez, G. N. Marichal, José F. Sigut, Marta Sigut, Jonatán Felipe
Intelligent Agents and Apache Cocoon for a CV Generation System. AICCSA (2007)
Ivan Castilla, Lorenzo Moreno Ruiz, Carina S. González, José F. Sigut, Evelio J. González
SIMDE: An educational simulator of ILP architectures with dynamic and static scheduling. Comput. Appl. Eng. Educ. 15 (3) (2007)
Silvia Alayón, J. I. Estévez, José F. Sigut, José L. Sánchez, Pedro A. Toledo
An evolutionary Michigan recurrent fuzzy system for nuclei classification in cytological images using nuclear chromatin distribution. J. Biomed. Informatics 39 (6) (2006)
José F. Sigut, José D. Piñeiro, J. I. Estévez, Pedro A. Toledo
A neural network approach to normality testing. Intell. Data Anal. 10 (6) (2006)
Petra Povalej, Mateja Verlic, Peter Kokol, José L. Sánchez, José F. Sigut
Identifying Lymphoma in Microscopy Images with Classificational Cellular Automata. CBMS (2006)
Evelio J. González, Alberto F. Hamilton, Lorenzo Moreno Ruiz, Juan A. Méndez, José F. Sigut, Marta Sigut
A System Generating CV through Intelligent Agents and Apache Cocoon. Informatica (Slovenia) 30 (4) (2006)
J. I. Estévez, Silvia Alayón, Lorenzo Moreno Ruiz, José F. Sigut, R. Aguilar
Cytological image analysis with a genetic fuzzy finite state machine. Comput. Methods Programs Biomed. 80 (Supplement-1) (2005)
José F. Sigut, José D. Piñeiro, Lorenzo Moreno Ruiz, J. I. Estévez, Rosa María Aguilar, Roberto L. Marichal
A large deviation approach to normality testing. Comput. Stat. Data Anal. 49 (3) (2005)
Evelio J. González, Silvia Alayón, José D. Piñeiro, José L. Sánchez, J. I. Estévez, José F. Sigut, Lorenzo Moreno Ruiz
Procedures based on simulation and hardware for a computer architecture course. Comput. Appl. Eng. Educ. 10 (1) (2002)
Lorenzo Moreno Ruiz, Carina S. González, Vanessa Muñoz, J. I. Estévez, Rosa María Aguilar, José L. Sánchez, José F. Sigut, José D. Piñeiro
Integrating Multimedia Technology, Knowledge Based System and Speech Processing for the Diagnostic and Treatment of Developmental Dyslexia. Intelligent Tutoring Systems (2002)
J. I. Estévez, Silvia Alayón, Lorenzo Moreno Ruiz, Rosa María Aguilar, José F. Sigut
Cytological Breast Fine Needle Aspirate Images Analysis with a Genetic Fuzzy Finite State Machine. CBMS (2002)
Lorenzo Moreno Ruiz, Rosa María Aguilar, José D. Piñeiro, J. I. Estévez, José F. Sigut, Carina S. González
Using KADS methodology in a simulation assisted knowledge based system: application to hospital management. Expert Syst. Appl. 20 (3) (2001)
José D. Piñeiro, Roberto L. Marichal, Lorenzo Moreno Ruiz, José F. Sigut, Evelio J. González
Study of Chaos in a Simple Discrete Recurrence Neural Network. IWANN (1) (2001)
Evelio J. González, Alberto F. Hamilton, Lorenzo Moreno Ruiz, José F. Sigut, Roberto L. Marichal
Evenet 2000: Designing and Training Arbitrary Neural Networks in Java. IWANN (2) (2001)
Lorenzo Moreno Ruiz, J. I. Estévez, Rosa María Aguilar, José F. Sigut, Carina S. González
Exploiting the advantages of symbolically interpretable continuous biomedical parameters with a fuzzyfied symbolic model. Artif. Intell. Medicine 21 (1-3) (2001)
Lorenzo Moreno Ruiz, Rosa María Aguilar, C. A. Martín, José D. Piñeiro, J. I. Estévez, José F. Sigut, José L. Sánchez
Patient-Centered Simulation to Aid Decision-Making in Hospital Management. Simul. 74 (5) (2000)
Lorenzo Moreno Ruiz, J. I. Estévez, Rosa María Aguilar, José L. Sánchez, José F. Sigut, José D. Piñeiro, Roberto L. Marichal
Automatic analysis of signals with symbolic content. Artif. Intell. Medicine 18 (3) (2000)
Lorenzo Moreno Ruiz, Rosa María Aguilar, C. A. Martín, José D. Piñeiro, J. I. Estévez, José F. Sigut, José L. Sánchez, V. I. Jiménez
Patient-centered simulation tool for aiding in hospital management. Simul. Pract. Theory 7 (4) (1999)
Lorenzo Moreno Ruiz, Rosa María Aguilar, C. A. Martín, José D. Piñeiro, J. I. Estévez, José L. Sánchez, José F. Sigut, V. I. Jiménez
Patient-centered computer simulation in hospital management. J. Netw. Comput. Appl. 21 (4) (1998)
Lorenzo Moreno Ruiz, José L. Sánchez, Soledad Mañas, José D. Piñeiro, Juan J. Merino, José F. Sigut, Rosa María Aguilar, J. I. Estévez, Roberto L. Marichal
Towards a knowledge based system for the clinical evaluation of the electroencephalogram and visual evoked potentials. SMC (1998)
José D. Piñeiro, Roberto L. Marichal, Lorenzo Moreno Ruiz, José F. Sigut, J. I. Estévez, Rosa María Aguilar, José L. Sánchez, Juan J. Merino
Evoked Potential Feature Detection with Recurrent Dynamic Neural Networks. NC (1998)