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Listar por autor "Luna Perejón, Francisco"
Mostrando ítems 21-40 de 45
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Tesis Doctoral
Estudio e integración en sistemas empotrados de algoritmos de Aprendizaje Supervisado basados en Redes Neuronales Artificiales para el análisis de perturbaciones y eventos asociados a la marcha
Luna Perejón, Francisco (2020-11-13)En este trabajo se contribuye al avance en el análisis de aspectos asociados a la marcha para la identificación de anomalías ...
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Artículo
Evaluation of user satisfaction and usability of a mobile app for smoking cessation
Luna Perejón, Francisco; Malwade, Shwetambara; Styliadis, Charis; Civit Masot, Javier; Cascado Caballero, Daniel; Konstantinidis, Evdokimos; Syed Abdul, Shabbir; Bamidis, Panagiotis D.; Civit Balcells, Antón; Li, Yuchuan (Elsevier, 2019)Background Mobile apps have a great potential to support patients in healthcare, and to encourage healthy behavioral ...
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Ponencia
Glioma Diagnosis Aid through CNNs and Fuzzy-C Means for MRI
Amaya Rodríguez, Isabel; Durán López, Lourdes; Luna Perejón, Francisco; Civit Masot, Javier; Domínguez Morales, Juan Pedro; Vicente Díaz, Saturnino; Civit Balcells, Antón; Cascado Caballero, Daniel; Linares Barranco, Alejandro (ScitePress Digital Library, 2019)Glioma is a type of brain tumor that causes mortality in many cases. Early diagnosis is an important factor. Typically, ...
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Capítulo de Libro
Herramienta de visualización, análisis y conversión de datasets analógicos a imágenes para su posterior procesado por Deep Learning
Rivas Pérez, Manuel; Luna Perejón, Francisco; Civit Masot, Javier; Miró Amarante, María Lourdes; Civit Balcells, Antón; Domínguez Morales, Manuel Jesús (3ciencias, 2022-02-03)Las herramientas de aprendizaje automático se desarrollaron inicialmente para clasificar información visual y detectar ...
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Ponencia
Incremental Learning For Fundus Image Segmentation
Civit Masot, Javier; Muñoz Saavedra, Luis; Luna Perejón, Francisco; Montes-Sánchez, Juan Manuel; Domínguez Morales, Manuel Jesús (IARIA XPS Press, 2020-03-22)Automated Fundus image segmentation is tradition-ally done in the image acquisition instrument and, thus, in thiscase it ...
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Artículo
IoT Device for Sitting Posture Classification Using Artificial Neural Networks
Luna Perejón, Francisco; Montes-Sánchez, Juan Manuel; Durán López, Lourdes; Vázquez Baeza, Alberto; Beasley Bohórquez, Isabel; Sevillano Ramos, José Luis (MDPI, 2021)Nowadays, the percentage of time that the population spends sitting has increased substantially due to the use of computers ...
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Artículo
IoT garment for remote elderly care network
Luna Perejón, Francisco; Muñoz Saavedra, Luis; Castellano Domínguez, José M.; Domínguez Morales, Manuel Jesús (Elsevier, 2021-06-16)The elderly is a continuous growth sector thanks to the life expectancy increase in Western society. This sector is ...
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Ponencia
Localización e identificación automática de pólipos mediante una red neuronal convolucional por regiones
Luna Perejón, Francisco; Amaya Rodríguez, Isabel; Civit Masot, Javier; Civit Balcells, Antón; Vicente Díaz, Saturnino; Linares Barranco, Alejandro (3 ciencias. Área de Innovación y Desarrollo,S.L., 2019)Este trabajo expone la metodología llevada a cabo para la aplicación de un modelo Deep Learning con el fin de detectar ...
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Artículo
Low-Power Embedded System for Gait Classification Using Neural Networks
Luna Perejón, Francisco; Domínguez Morales, Manuel Jesús; Gutiérrez Galán, Daniel; Civit Balcells, Antón (MDPI, 2020)Abnormal foot postures can be measured during the march by plantar pressures in both dynamic and static conditions. These ...
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Ponencia
Lower-Limb Falling Detection System Using Gated Recurrent Neural Networks
Luna Perejón, Francisco; Muñoz Saavedra, Luis; Civit Masot, Javier; Montes-Sánchez, Juan Manuel; Domínguez Morales, Manuel Jesús; Civit Balcells, Antón (IARIA XPS Press, 2020-03-22)Accidental falls are one of the most common causes of premature disability and mortality related to unnatural causes. This ...
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Ponencia
Multi-dataset Training for Medical Image Segmentation as a Service
Civit Masot, Javier; Luna Perejón, Francisco; Durán López, Lourdes; Domínguez Morales, Juan Pedro; Vicente Díaz, Saturnino; Linares Barranco, Alejandro; Civit Balcells, Antón (ScitePress Digital Library, 2019)Deep Learning tools are widely used for medical image segmentation. The results produced by these techniques depend to a ...
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Artículo
On the feature extraction process in machine learning. An experimental study about guided versus non-guided process in falling detection systems
Escobar Linero, Elena; Luna Perejón, Francisco; Muñoz Saavedra, Luis; Sevillano Ramos, José Luis; Domínguez Morales, Manuel Jesús (Elsevier, 2022)Falls are current events that can lead to severe injuries and even accidental deaths among the population, especially the ...
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Artículo
Opening the Black Box: Explaining the Process of Basing a Health Recommender System on the I-Change Behavioral Change Model
Hors Fraile, Santiago; Malwade, Shwetambara; Luna Perejón, Francisco; Amaya Rodríguez, Claudio Antonio; Civit Balcells, Antón; Schneider, Francine; Bamidis, Panagiotis D.; Syed-Abdul, Shabbir; Li, Yuchuan; Vries, Hein de (IEEE Computer Society, 2019)Recommender systems are gaining traction in healthcare because they can tailor recommendations based on users' feedback ...
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Capítulo de Libro
Perspective Chapter: Internet of Things in Healthcare: New Trends, Challenges and Hurdles
Muñoz Saavedra, Luis; Luna Perejón, Francisco; Civit Masot, Javier; Escobar Linero, Elena (IntechOpen, 2022-08)Applied to health field, Internet of Things (IoT) systems provides continuous and ubiquitous monitoring and assistance, ...
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Ponencia
Polyp Detection in Gastrointestinal Images using Faster Regional Convolutional Neural Network
Durán López, Lourdes; Luna Perejón, Francisco; Amaya Rodríguez, Isabel; Civit Masot, Javier; Civit Balcells, Antón; Vicente Díaz, Saturnino; Linares Barranco, Alejandro (ScitePress Digital Library, 2019)Colorectal cancer is the third most frequently diagnosed malignancy in the world. To prevent this disease, polyps, the ...
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Capítulo de Libro
ResNet
Amaya Rodríguez, Isabel; Civit Masot, Javier; Luna Perejón, Francisco; Durán López, Lourdes; Rakhlin, Alexander; Nikolenko, Sergey; Kondo, Satoshi; Laiz, Pablo; Vitriá, Jordi; Seguí, Santi; Brandao, Patrick (Springer, 2021)In this chapter, all groups have used Residual Network (ResNet) (He et al. 2016) as part of different architectures with ...
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Ponencia
Sampling Frequency Evaluation on Recurrent Neural Networks Architectures for IoT Real-time Fall Detection Devices
Luna Perejón, Francisco; Civit Masot, Javier; Muñoz Saavedra, Luis; Durán López, Lourdes; Amaya Rodríguez, Isabel; Domínguez Morales, Juan Pedro; Vicente Díaz, Saturnino; Linares Barranco, Alejandro; Civit Balcells, Antón; Domínguez Morales, Manuel Jesús (ScitePress Digital Library, 2019)Falls are one of the most frequent causes of injuries in elderly people. Wearable Fall Detection Systems provided a ...
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Ponencia
Sistema informático móvil para el apoyo al cese tabáquico mediante mensajes motivacionales personalizados
Luna Perejón, Francisco; Domínguez Morales, Juan Pedro; Civit Masot, Javier; Hors Fraile, Santiago; Civit Balcells, Antón (3ciencias. Editorial Área de Innovación y Desarrollo,S.L., 2018)El proyecto SmokeFreeBrain estudia la efectividad de una variedad de intervenciones con el objetivo de dejar de fumar ...
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Capítulo de Libro
Sistema integral de ayuda a la conducción mediante procesamiento con redes neuronales convolucionales
Arteaga Carmona, Juan; Muñoz Saavedra, Luis; Civit Masot, Javier; Luna Perejón, Francisco; Rivas Pérez, Manuel; Domínguez Morales, Manuel Jesús (3ciencias, 2022-02-03)Los sistemas de ayuda a la conducción han experimentado un gran auge en los últimos años, convirtiéndose en un punto ...
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Artículo
Smart Footwear Insole for Recognition of Foot Pronation and Supination Using Neural Networks
Domínguez Morales, Manuel Jesús; Luna Perejón, Francisco; Miró Amarante, María Lourdes; Hernández Velázquez, María Dolores; Sevillano Ramos, José Luis (MDPI, 2019)Abnormal foot postures during gait are common sources of pain and pathologies of the lower limbs. Measurements of foot ...