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ORCIDFrancisco Luna-Perejón
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Journal Articles
- 2024
[j16]Rafael Martínez-Del-Río-Ortega, Javier Civit-Masot
, Francisco Luna-Perejón, Manuel Domínguez-Morales:
Brain Tumor Detection Using Magnetic Resonance Imaging and Convolutional Neural Networks. Big Data Cogn. Comput. 8(9): 123 (2024)- [j15]Auba Fuster-Palà, Francisco Luna-Perejón, Lourdes Miro-Amarante, Manuel Domínguez-Morales:
Optimized Machine Learning Classifiers for Symptom-Based Disease Screening. Comput. 13(9): 233 (2024) - [j14]José María Rodríguez Corral, Javier Civit-Masot, Francisco Luna-Perejón, Ignacio Díaz-Cano, Arturo Morgado Estévez, Manuel Domínguez-Morales:
Energy efficiency in edge TPU vs. embedded GPU for computer-aided medical imaging segmentation and classification. Eng. Appl. Artif. Intell. 127(Part B): 107298 (2024) - [j13]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): 2281-2304 (2024) - 2023
- [j12]Francisco Luna-Perejón, Blas Salvador-Domínguez, Fernando Perez-Peña, José María Rodríguez Corral, Elena Escobar-Linero, Arturo Morgado Estevez:
Smart Shoe Insole Based on Polydimethylsiloxane Composite Capacitive Sensors. Sensors 23(3): 1298 (2023) - [j11]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): 1678 (2023) - [j10]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): 7134 (2023) - 2022
- [j9]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: 105170 (2022) - 2021
- [j8]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: 102848 (2021) - [j7]Javier Civit-Masot, Francisco Luna-Perejón, José María Rodríguez Corral, Manuel Domínguez-Morales, Arturo Morgado Estévez, Antón Civit:
A study on the use of Edge TPUs for eye fundus image segmentation. Eng. Appl. Artif. Intell. 104: 104384 (2021) - [j6]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): 1889 (2021) - 2019
- [j5]Javier Civit-Masot, Francisco Luna-Perejon, Saturnino Vicente Diaz, José María Rodríguez Corral, Antón Civit:
TPU Cloud-Based Generalized U-Net for Eye Fundus Image Segmentation. IEEE Access 7: 142379-142387 (2019) - [j4]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:
Opening the Black Box: Explaining the Process of Basing a Health Recommender System on the I-Change Behavioral Change Model. IEEE Access 7: 176525-176540 (2019) - [j3]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:
Evaluation of user satisfaction and usability of a mobile app for smoking cessation. Comput. Methods Programs Biomed. 182 (2019) - [j2]Francisco Luna-Perejón, Manuel Jesus Domínguez-Morales, Antón Civit Balcells:
Wearable Fall Detector Using Recurrent Neural Networks. Sensors 19(22): 4885 (2019) - 2018
- [j1]Santiago Hors-Fraile, Octavio Rivera Romero, Francine Schneider, Luis Fernández-Luque, Francisco Luna-Perejón, Antón Civit Balcells, Hein de Vries:
Analyzing recommender systems for health promotion using a multidisciplinary taxonomy: A scoping review. Int. J. Medical Informatics 114: 143-155 (2018)
Conference and Workshop Papers
- 2019
- [c6]Francisco Luna-Perejón, Javier Civit-Masot, Isabel Amaya-Rodriguez, Lourdes Duran-Lopez, Juan Pedro Dominguez-Morales, Antón Civit Balcells, Alejandro Linares-Barranco:
An Automated Fall Detection System Using Recurrent Neural Networks. AIME 2019: 36-41 - [c5]Lourdes Duran-Lopez, Juan Pedro Dominguez-Morales, Isabel Amaya-Rodriguez, Francisco Luna-Perejon, Javier Civit-Masot, Saturnino Vicente Diaz, Alejandro Linares-Barranco:
Breast Cancer Automatic Diagnosis System using Faster Regional Convolutional Neural Networks. IJCCI 2019: 444-448 - [c4]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:
Glioma Diagnosis Aid through CNNs and Fuzzy-C Means for MRI. IJCCI 2019: 528-535 - [c3]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: 536-541 - [c2]Javier Civit-Masot, Francisco Luna-Perejón, Lourdes Duran-Lopez, Juan Pedro Dominguez-Morales, Saturnino Vicente Diaz, Alejandro Linares-Barranco, Antón Civit:
Multi-dataset Training for Medical Image Segmentation as a Service. IJCCI 2019: 542-547 - [c1]Lourdes Duran-Lopez, Francisco Luna-Perejón, Isabel Amaya-Rodriguez, Javier Civit-Masot, Antón Civit Balcells, Saturnino Vicente Diaz, Alejandro Linares-Barranco:
Polyp Detection in Gastrointestinal Images using Faster Regional Convolutional Neural Network. VISIGRAPP (4: VISAPP) 2019: 626-631
Parts in Books or Collections
- 2021
- [p1]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:
ResNet. Computer-Aided Analysis of Gastrointestinal Videos 2021: 99-114
Informal and Other Publications
- 2023
- [i2]José María Rodríguez Corral, Javier Civit-Masot, Francisco Luna-Perejón, Ignacio Díaz-Cano, Arturo Morgado Estévez, Manuel Domínguez-Morales:
Energy efficiency in Edge TPU vs. embedded GPU for computer-aided medical imaging segmentation and classification. CoRR abs/2311.12876 (2023) - 2022
- [i1]Javier Civit-Masot, Francisco Luna-Perejon, José María Rodríguez Corral, Manuel Domínguez-Morales, Arturo Morgado Estevez, Antón Civit:
A Study on the Use of Edge TPUs for Eye Fundus Image Segmentation. CoRR abs/2207.12770 (2022)
Coauthor Index
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