Jose Sigut

Associate Professor

Universidad de la Laguna

Spain

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About

Jose Sigut is an Associate Professor at Universidad de La Laguna in Spain. His research areas include the application of Convolutional Neural Networks in medical diagnostics, particularly glaucoma detection, as well as innovative methods for teaching computer vision concepts. Recent articles co-authored by him explore the use of Shapley Values and saliency maps to interpret neural network decisions, and compare the performance of different automated detection systems using eye fundus images.

Articles (4)

Year:

2025

Year:

2023

Year:

2023

Year:

2020

Collaborators (1)

Marta Sigut

Full Professor

Universidad de la Laguna

SPAIN

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Jose Sigut

Research Interests

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Articles (4)

Using Shapley Values to Explain the Decisions of Convolutional Neural Networks in Glaucoma Diagnosis

In-Depth Evaluation of Saliency Maps for Interpreting Convolutional Neural Network Decisions in the Diagnosis of Glaucoma Based on Fundus Imaging

Comparison of the Performance of Convolutional Neural Networks and Vision Transformer-Based Systems for Automated Glaucoma Detection with Eye Fundus Images

OpenCV Basics: A Mobile Application to Support the Teaching of Computer Vision Concepts

Collaborators (1)

Marta Sigut

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