Patricia Amado-Caballero

According to our database, Patricia Amado-Caballero authored at least 5 papers between 2020 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

2023

Insight into ADHD diagnosis with deep learning on Actimetry: Quantitative interpretation of occlusion maps in age and gender subgroups.

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

Artif. Intell. Medicine, September, 2023

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