Francisco Luna-Perejón

According to our database, Francisco Luna-Perejón authored at least 22 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Optimized Machine Learning Classifiers for Symptom-Based Disease Screening.

Auba Fuster-Palà, Francisco Luna-Perejón, Lourdes Miro-Amarante, Manuel Domínguez-Morales

Comput., September, 2024

A lightweight xAI approach to cervical cancer classification.

Javier Civit-Masot, Francisco Luna-Perejon, Luis Muñoz-Saavedra, Manuel Domínguez-Morales, Antón Civit

Medical Biol. Eng. Comput., August, 2024

Energy efficiency in edge TPU vs. embedded GPU for computer-aided medical imaging segmentation and classification.

José María Rodríguez Corral, Javier Civit-Masot, Francisco Luna-Perejón, Ignacio Díaz-Cano, Arturo Morgado Estévez, Manuel Domínguez-Morales

Eng. Appl. Artif. Intell., January, 2024

2023

A Robust Ensemble of Convolutional Neural Networks for the Detection of Monkeypox Disease from Skin Images.

Luis Muñoz-Saavedra, Elena Escobar-Linero, Javier Civit-Masot, Francisco Luna-Perejón, Antón Civit, Manuel Domínguez-Morales

Sensors, August, 2023

Smart Shoe Insole Based on Polydimethylsiloxane Composite Capacitive Sensors.

Francisco Luna-Perejón, Blas Salvador-Domínguez, Fernando Perez-Peña, José María Rodríguez Corral, Elena Escobar-Linero, Arturo Morgado Estevez

Sensors, February, 2023

Wearable Health Devices for Diagnosis Support: Evolution and Future Tendencies.

Elena Escobar-Linero, Luis Muñoz-Saavedra, Francisco Luna-Perejón, José Luis Sevillano, Manuel Domínguez-Morales

Sensors, February, 2023

2022

On the feature extraction process in machine learning. An experimental study about guided versus non-guided process in falling detection systems.

Elena Escobar-Linero, Francisco Luna-Perejón, Luis Muñoz-Saavedra, José Luis Sevillano, Manuel Domínguez-Morales

Eng. Appl. Artif. Intell., 2022

2021

AnkFall - Falls, Falling Risks and Daily-Life Activities Dataset with an Ankle-Placed Accelerometer and Training Using Recurrent Neural Networks.

Francisco Luna-Perejón, Luis Muñoz-Saavedra, Javier Civit-Masot, Antón Civit, Manuel Domínguez-Morales

Sensors, 2021

A study on the use of Edge TPUs for eye fundus image segmentation.

Javier Civit-Masot, Francisco Luna-Perejón, José María Rodríguez Corral, Manuel Domínguez-Morales, Arturo Morgado Estévez, Antón Civit

Eng. Appl. Artif. Intell., 2021

IoT garment for remote elderly care network.

Francisco Luna-Perejón, Luis Muñoz-Saavedra, Jose M. Castellano-Domínguez, Manuel Domínguez-Morales

Biomed. Signal Process. Control., 2021

ResNet.

Isabel Amaya-Rodriguez, Javier Civit-Masot, Francisco Luna-Perejon, Lourdes Duran-Lopez, Alexander Rakhlin, Sergey I. Nikolenko, Satoshi Kondo, Pablo Laiz, Jordi Vitrià, Santi Seguí, Patrick Brandao

Proceedings of the Computer-Aided Analysis of Gastrointestinal Videos, 2021

2019

Wearable Fall Detector Using Recurrent Neural Networks.

Francisco Luna-Perejón, Manuel Jesus Domínguez-Morales, Antón Civit Balcells

Sensors, 2019

Evaluation of user satisfaction and usability of a mobile app for smoking cessation.

Francisco Luna-Perejon, Shwetambara Malwade, Charis Styliadis, Javier Civit-Masot, Daniel Cascado Caballero, Evdokimos I. Konstantinidis, Shabbir Syed-Abdul, Panagiotis D. Bamidis, Antón Civit, Yu-Chuan (Jack) Li

Comput. Methods Programs Biomed., 2019

Opening the Black Box: Explaining the Process of Basing a Health Recommender System on the I-Change Behavioral Change Model.

Santiago Hors-Fraile, Hein de Vries, Shwetambara Malwade, Francisco Luna-Perejon, Claudio Amaya, Antón Civit, Francine Schneider, Panagiotis D. Bamidis, Shabbir Syed-Abdul, Yu-Chuan Li

IEEE Access, 2019

TPU Cloud-Based Generalized U-Net for Eye Fundus Image Segmentation.

Javier Civit-Masot, Francisco Luna-Perejon, Saturnino Vicente Diaz, José María Rodríguez Corral, Antón Civit

IEEE Access, 2019

Polyp Detection in Gastrointestinal Images using Faster Regional Convolutional Neural Network.

Lourdes Duran-Lopez, Francisco Luna-Perejón, Isabel Amaya-Rodriguez, Javier Civit-Masot, Antón Civit Balcells, Saturnino Vicente Diaz, Alejandro Linares-Barranco

Proceedings of the 14th International Joint Conference on Computer Vision, 2019

Sampling Frequency Evaluation on Recurrent Neural Networks Architectures for IoT Real-time Fall Detection Devices.

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

Proceedings of the 11th International Joint Conference on Computational Intelligence, 2019

Breast Cancer Automatic Diagnosis System using Faster Regional Convolutional Neural Networks.

Lourdes Duran-Lopez, Juan Pedro Dominguez-Morales, Isabel Amaya-Rodriguez, Francisco Luna-Perejon, Javier Civit-Masot, Saturnino Vicente Diaz, Alejandro Linares-Barranco

Proceedings of the 11th International Joint Conference on Computational Intelligence, 2019

Multi-dataset Training for Medical Image Segmentation as a Service.

Javier Civit-Masot, Francisco Luna-Perejón, Lourdes Duran-Lopez, Juan Pedro Dominguez-Morales, Saturnino Vicente Diaz, Alejandro Linares-Barranco, Antón Civit

Proceedings of the 11th International Joint Conference on Computational Intelligence, 2019

Glioma Diagnosis Aid through CNNs and Fuzzy-C Means for MRI.

Isabel Amaya-Rodriguez, Lourdes Duran-Lopez, Francisco Luna-Perejon, Javier Civit-Masot, Juan Pedro Dominguez-Morales, Saturnino Vicente, Antón Civit, Daniel Cascado Caballero, Alejandro Linares-Barranco

Proceedings of the 11th International Joint Conference on Computational Intelligence, 2019

An Automated Fall Detection System Using Recurrent Neural Networks.

Francisco Luna-Perejón, Javier Civit-Masot, Isabel Amaya-Rodriguez, Lourdes Duran-Lopez, Juan Pedro Dominguez-Morales, Antón Civit Balcells, Alejandro Linares-Barranco

Proceedings of the Artificial Intelligence in Medicine, 2019

2018

Analyzing recommender systems for health promotion using a multidisciplinary taxonomy: A scoping review.

Santiago Hors-Fraile, Octavio Rivera Romero, Francine Schneider, Luis Fernández-Luque, Francisco Luna-Perejón, Antón Civit Balcells, Hein de Vries

Int. J. Medical Informatics, 2018