Luis Muñoz-Saavedra

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 10

Top Topics

Cancer Diagnosis

Top Venues

Biomed. Signal Process. Control.

Eng. Appl. Artif. Intell.

Publications

Miguel Civit, Luis Muñoz-Saavedra, Francisco Cuadrado, Charles Tijus, María José Escalona
A Framework for AI assisted Musical Devices. CoRR (2024)
Javier Civit-Masot, Francisco Luna-Perejon, Luis Muñoz-Saavedra, Manuel Domínguez-Morales, Antón Civit
A lightweight xAI approach to cervical cancer classification. Medical Biol. Eng. Comput. 62 (8) (2024)
Elena Escobar-Linero, Luis Muñoz-Saavedra, Francisco Luna-Perejón, José Luis Sevillano, Manuel Domínguez-Morales
Wearable Health Devices for Diagnosis Support: Evolution and Future Tendencies. Sensors 23 (3) (2023)
Luis Muñoz-Saavedra, Elena Escobar-Linero, Lourdes Miro-Amarante, M. Rocío Bohórquez, Manuel Domínguez-Morales
Designing and evaluating a wearable device for affective state level classification using machine learning techniques. Expert Syst. Appl. 219 (2023)
Luis Muñoz-Saavedra, Elena Escobar-Linero, Javier Civit-Masot, Francisco Luna-Perejón, Antón Civit, Manuel Domínguez-Morales
A Robust Ensemble of Convolutional Neural Networks for the Detection of Monkeypox Disease from Skin Images. Sensors 23 (16) (2023)
Javier Civit-Masot, Alejandro Bañuls-Beaterio, Manuel Domínguez-Morales, Manuel Rivas Pérez, Luis Muñoz-Saavedra, José María Rodríguez Corral
Non-small cell lung cancer diagnosis aid with histopathological images using Explainable Deep Learning techniques. Comput. Methods Programs Biomed. 226 (2022)
Elena Escobar-Linero, Francisco Luna-Perejón, Luis Muñoz-Saavedra, José Luis Sevillano, Manuel Domínguez-Morales
On the feature extraction process in machine learning. An experimental study about guided versus non-guided process in falling detection systems. Eng. Appl. Artif. Intell. 114 (2022)
Francisco Luna-Perejón, Luis Muñoz-Saavedra, Jose M. Castellano-Domínguez, Manuel Domínguez-Morales
IoT garment for remote elderly care network. Biomed. Signal Process. Control. 69 (2021)
Francisco Luna-Perejón, Luis Muñoz-Saavedra, Javier Civit-Masot, Antón Civit, Manuel Domínguez-Morales
AnkFall - Falls, Falling Risks and Daily-Life Activities Dataset with an Ankle-Placed Accelerometer and Training Using Recurrent Neural Networks. Sensors 21 (5) (2021)
Francisco Luna-Perejon, Javier Civit-Masot, Luis Muñoz-Saavedra, Lourdes Duran-Lopez, Isabel Amaya-Rodriguez, Juan Pedro Dominguez-Morales, Saturnino Vicente Diaz, Alejandro Linares-Barranco, Antón Civit Balcells, Manuel Jesus Domínguez-Morales
Sampling Frequency Evaluation on Recurrent Neural Networks Architectures for IoT Real-time Fall Detection Devices. IJCCI (2019)