[HTML][HTML] CNN explanation methods for ordinal regression tasks

J Barbero-Gómez, RPM Cruz, JS Cardoso… - Neurocomputing, 2025 - Elsevier
Abstract The use of Convolutional Neural Network (CNN) models for image classification
tasks has gained significant popularity. However, the lack of interpretability in CNN models …

Deep learning techniques for ordinal spatial data and applications in medical imaging

J Barbero-Gómez - 2024 - helvia.uco.es
This thesis navigates the intersection of deep learning and ordinal regression, aiming to
address the challenges inherent in ordinal tasks, particularly within medical image …

Técnicas de aprendizaje profundo para datos espaciales ordinales y aplicaciones en imagen médica

JB Gómez - 2024 - dialnet.unirioja.es
3. Conclusión: La tesis presenta una exploración exhaustiva de las tareas de regresión
ordinal dentro del paradigma del aprendizaje profundo. Se destaca la importancia de …