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Listar Artículos (Arquitectura y Tecnología de Computadores) por autor "Luna Perejón, Francisco"
Mostrando ítems 1-20 de 22
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Artículo
A lightweight xAI approach to cervical cancer classification
Civit Masot, Javier; Luna Perejón, Francisco; Domínguez Morales, Manuel Jesús; Civit Balcells, Antón (Springer, 2024-03)Cervical cancer is caused in the vast majority of cases by the human papilloma virus (HPV) through sexual contact and ...
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A Robust Ensemble of Convolutional Neural Networks for the Detection of Monkeypox Disease from Skin Images
Muñoz Saavedra, Luis; Escobar Linero, Elena; Civit Masot, Javier; Luna Perejón, Francisco; Civit Balcells, Antón; Domínguez Morales, Manuel Jesús (MDPI, 2023-08)Monkeypox is a smallpox-like disease that was declared a global health emergency in July 2022. Because of this resemblance, ...
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A study on the use of Edge TPUs for eye fundus image segmentation
Civit Masot, Javier; Luna Perejón, Francisco; Rodríguez Corral, José María; Domínguez Morales, Manuel Jesús; Morgado Estévez, Arturo; Civit Balcells, Antón (Elsevier, 2021)Medical image segmentation can be implemented using Deep Learning methods with fast and efficient segmentation networks. ...
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Affective State Assistant for Helping Users with Cognition Disabilities Using Neural Networks
Muñoz Saavedra, Luis; Luna Perejón, Francisco; Civit Masot, Javier; Miró Amarante, María Lourdes; Civit Balcells, Antón; Domínguez Morales, Manuel Jesús (MDPI, 2020-09)Non-verbal communication is essential in the communication process. This means that its lack can cause misinterpretations ...
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Analyzing recommender systems for health promotion using a multidisciplinary taxonomy: A scoping review
Hors Fraile, Santiago; Rivera Romero, Octavio; Schneider, Francine; Fernández Luque, Luis; Luna Perejón, Francisco; Civit Balcells, Antón; Vries, Hein de (Elsevier, 2018)Background: Recommender systems are information retrieval systems that provide users with relevant items (e.g., through ...
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AnkFall—Falls, Falling Risks and Daily-Life Activities Dataset with an Ankle-Placed Accelerometer and Training Using Recurrent Neural Networks
Luna Perejón, Francisco; Muñoz Saavedra, Luis; Civit Masot, Javier; Civit Balcells, Antón; Domínguez Morales, Manuel Jesús (MDPI, 2021)Falls are one of the leading causes of permanent injury and/or disability among the elderly. When these people live alone, ...
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Classification of skin blemishes with cell phone images using deep learning techniques
Rangel-Ramos, José Antonio; Luna Perejón, Francisco; Civit Balcells, Antón; Domínguez Morales, Manuel Jesús (Elsevier, 2024-04)Skin blemishes can be caused by multiple events or diseases and, in some cases, it is difficult to distinguish where they ...
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Deep Learning System for COVID-19 Diagnosis Aid Using X-ray Pulmonary Images
Civit Masot, Javier; Luna Perejón, Francisco; Domínguez Morales, Manuel Jesús; Civit Balcells, Antón (MDPI, 2020)The spread of the SARS-CoV-2 virus has made the COVID-19 disease a worldwide epidemic. The most common tests to identify ...
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Diagnosis Aid System for Colorectal Cancer Using Low Computational Cost Deep Learning Architectures
Gago-Fabero, Álvaro; Muñoz Saavedra, Luis; Civit Masot, Javier; Luna Perejón, Francisco; Rodríguez Corral, José María; Domínguez Morales, Manuel Jesús (MDPI, 2024-06)Colorectal cancer is the second leading cause of cancer-related deaths worldwide. To prevent deaths, regular screenings ...
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Does Two-Class Training Extract Real Features? A COVID-19 Case Study
Muñoz Saavedra, Luis; Civit Masot, Javier; Luna Perejón, Francisco; Domínguez Morales, Manuel Jesús; Civit Balcells, Antón (MDPI, 2021-01)Diagnosis aid systems that use image analysis are currently very useful due to the large workload of health professionals ...
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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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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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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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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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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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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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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 ...
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Smart Shoe Insole Based on Polydimethylsiloxane Composite Capacitive Sensors
Luna Perejón, Francisco; Salvador Domínguez, Blas; Pérez Peña, Fernando; Rodríguez Corral, José María; Escobar Linero, Elena; Morgado Estévez, Arturo (MDPI, 2023-01-23)Nowadays, the study of the gait by analyzing the distribution of plantar pressure is a well-established technique. The use ...
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Tailoring motivational health messages for smoking cessation using an mHealth recommender system integrated with an electronic health record: a study protocol
Hors Fraile, Santiago; Schneider, Francine; Fernández Luque, Luis; Luna Perejón, Francisco; Civit Balcells, Antón; Spachos, Dimitris; Bamidis, Panagiotis D.; Vries, Hein de (BMC, 2018)Background: Smoking is one of the most avoidable health risk factors, and yet the quitting success rates are low. The ...
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TPU Cloud-Based Generalized U-Net for Eye Fundus Image Segmentation
Civit Masot, Javier; Luna Perejón, Francisco; Vicente Díaz, Saturnino; Rodríguez Corral, José María; Civit Balcells, Antón (IEEE Computer Society, 2019)Medical images from different clinics are acquired with different instruments and settings. To perform segmentation on ...