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Listar Artículos (Arquitectura y Tecnología de Computadores) por autor "Civit Masot, Javier"
Mostrando ítems 1-14 de 14
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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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A systematic review of artificial intelligence-based music generation: Scope, applications, and future trends
Civit, Miguel; Civit Masot, Javier; Cuadrado, Francisco; Escalona Cuaresma, María José (Elsevier, 2022-12)Currently available reviews in the area of artificial intelligence-based music generation do not provide a wide range of ...
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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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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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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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Dual Machine-Learning system to aid Glaucoma Diagnosis using disc and cup feature extraction.
Civit Masot, Javier; Domínguez Morales, Manuel Jesús; Vicente Díaz, Saturnino; Civit Balcells, Antón (IEEE Computer Society, 2020)Glaucoma is a degenerative disease that affects vision, causing damage to the optic nerve that ends in vision loss. The ...
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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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Artículo
Modelling side to side intestinal anastomosis
Civit Masot, Javier; Portilla de Juan, Fernando de la; Sevillano Ramos, José Luis; Civit Balcells, Antón (Springer, 2017)Side-to-side intestinal anastomosis is a surgical procedure where an incision is performed between two parallel segments ...
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Non-small cell lung cancer diagnosis aid with histopathological images using Explainable Deep Learning techniques
Civit Masot, Javier; Bañuls-Beaterio, Alejandro; Domínguez Morales, Manuel Jesús; Rivas Pérez, Manuel; Muñoz Saavedra, Luis; Rodríguez Corral, José María (Elsevier, 2022-11)Background: Lung cancer has the highest mortality rate in the world, twice as high as the second highest. On the other ...
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Artículo
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 ...