Jose Ramon-Garmendia Leiza

According to our database, Jose Ramon-Garmendia Leiza authored at least 6 papers between 2012 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

XAI-Driven Spectral Analysis of Cough Sounds for Respiratory Disease Characterization.

Patricia Amado-Caballero, Luis M. San-José-Revuelta, M. D. Aguilar-García, Jose Ramon-Garmendia Leiza, Carlos Alberola-López, Pablo Casaseca-de-la-Higuera

CoRR, August, 2025

Optimization of a Deep-Learning-Based Cough Detector Using eXplainable Artificial Intelligence for Implementation on Mobile Devices.

Patricia Amado-Caballero, I. Varona-Peña, B. Gutiérrez-García, Javier M. Aguiar Pérez, M. Rodriguez-Cayetano, Jaime Gómez Gil, Jose Ramon-Garmendia Leiza, Pablo Casaseca-de-la-Higuera

Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies, 2025

2024

Audio Cough Analysis by Parametric Modelling of Weighted Spectrograms to Interpret the Output of Convolutional Neural Networks.

Patricia Amado-Caballero, Jose Ramon-Garmendia Leiza, M. D. Aguilar-García, C. Fernández-Martínez-De-Septiem, Luis M. San-José-Revuelta, A. García-Ruano, Carlos Alberola-López, Pablo Casaseca-de-la-Higuera

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

2020

Objective ADHD Diagnosis Using Convolutional Neural Networks Over Daily-Life Activity Records.

Patricia Amado-Caballero, Pablo Casaseca-de-la-Higuera, Susana Alberola-Lopez, Jesus Maria Andres-de-Llano, Jose Antonio Lopez-Villalobos, Jose Ramon-Garmendia Leiza, Carlos Alberola-López

IEEE J. Biomed. Health Informatics, 2020

2018

Mapping Raw Acceleration Data on ActiGraph Counts: A Machine Learning Approach.

Elena Martín-González, Rodrigo de Luis García, J. Pablo Casaseca-de-la-Higuera, Jose Ramon-Garmendia Leiza, Jesus Maria Andres-de-Llano, Carlos Alberola-López

Proceedings of the Sixth International Conference on Technological Ecosystems for Enhancing Multiculturality, 2018

2012

Automatic diagnosis of ADHD based on multichannel nonlinear analysis of actimetry registries.

Pablo Casaseca-de-la-Higuera, Diego Martín-Martínez, Susana Alberola-Lopez, Jesus Maria Andres-de-Llano, Jose Antonio Lopez-Villalobos, Jose Ramon-Garmendia Leiza, Carlos Alberola-López

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012