NameCivit Masot, Javier
DepartmentArquitectura y Tecnología de Computadores
Knowledge areaArquitectura y Tecnología de Computadores
Professional categoryProfesor Sustituto Interino
E-mailRequest
         
  • No. publications

    31

  • No. visits

    3156

  • No. downloads

    3104


 

Article
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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, 2022-12-01)
Currently available reviews in the area of artificial intelligence-based music generation do not provide a wide range of ...
Article
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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, 2022-11-01)
Background: Lung cancer has the highest mortality rate in the world, twice as high as the second highest. On the other ...
Chapter of Book
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Herramienta de visualización, análisis y conversión de datasets analógicos a imágenes para su posterior procesado por Deep Learning

Domínguez Morales, Manuel Jesús; 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 ...
Chapter of Book
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Sistema integral de ayuda a la conducción mediante procesamiento con redes neuronales convolucionales

Domínguez Morales, Manuel Jesús; 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 ...
Chapter of Book
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Sistema lumínico para la medición de la reacción motora

Domínguez Morales, Manuel Jesús; González Rodríguez, Zacarías; Escobar Linero, Elena; Muñoz Saavedra, Luis; Civit Masot, Javier; Domínguez Morales, Manuel Jesús (3ciencias, 2022-02-03)
El mundo del deporte ha sufrido un gran cambio, llevando al extremo las exigencias físicas de los deportistas. Uno de los ...
Article
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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, 2021-01-01)
Diagnosis aid systems that use image analysis are currently very useful due to the large workload of health professionals ...
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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, 2021-01-01)
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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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, 2021-01-01)
Medical image segmentation can be implemented using Deep Learning methods with fast and efficient segmentation networks. ...
Chapter of Book
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ResNet

Bernal, Jorge; Histace, Aymeric; 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, 2021-01-01)
In this chapter, all groups have used Residual Network (ResNet) (He et al. 2016) as part of different architectures with ...
PhD Thesis
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A Contribution to Deep Learning based Medical Image Diagnosis Aids

Vicente Díaz, Saturnino; Domínguez Morales, Manuel Jesús; Civit Masot, Javier (2020-11-13)
In this work, an in-depth study about the use of Deep Learning techniques to support healthcare professionals for the ...
Article
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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, 2020-09-01)
Non-verbal communication is essential in the communication process. This means that its lack can cause misinterpretations ...
Presentation
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EMG-Controlled Robotic Prosthetic Arm With Neural Network Training

Civit Masot, Javier; Perez Rodriguez, Alfonso; Luna Perejón, Francisco; Muñoz Saavedra, Luis; Domínguez Morales, Manuel Jesús; Civit Balcells, Antón (IARIA XPS Press, 2020-03-22)
The project consists of the creation of a roboticarm controlled remotely through a brace developed by ThalmicLabs, able ...
Presentation
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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 ...
Presentation
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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 ...
Article
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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, 2020-01-01)
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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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, 2020-01-01)
Glaucoma is a degenerative disease that affects vision, causing damage to the optic nerve that ends in vision loss. The ...
Presentation
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Multidataset Incremental Training for Optic Disc Segmentation

Civit Masot, Javier; Billis, Antonis; Domínguez Morales, Manuel Jesús; Vicente Díaz, Saturnino; Civit Balcells, Antón (Springer, 2020-01-01)
When convolutional neural networks are applied to image segmentation results depend greatly on the data sets used to train ...
Presentation
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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, 2019-01-01)
Colorectal cancer is the third most frequently diagnosed malignancy in the world. To prevent this disease, polyps, the ...
Presentation
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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, 2019-01-01)
Deep Learning tools are widely used for medical image segmentation. The results produced by these techniques depend to a ...
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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, 2019-01-01)
Falls are one of the most frequent causes of injuries in elderly people. Wearable Fall Detection Systems provided a ...
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An Automated Fall Detection System Using Recurrent Neural Networks

Luna Perejón, Francisco; Civit Masot, Javier; Amaya Rodríguez, Isabel; Durán López, Lourdes; Domínguez Morales, Juan Pedro; Civit Balcells, Antón; Linares Barranco, Alejandro (Springer, 2019-01-01)
Falls are the most common cause of fatal injuries in elderly people, causing even death if there is no immediate assistance. ...
Presentation
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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, 2019-01-01)
Glioma is a type of brain tumor that causes mortality in many cases. Early diagnosis is an important factor. Typically, ...
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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, 2019-01-01)
Medical images from different clinics are acquired with different instruments and settings. To perform segmentation on ...
Presentation
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Breast Cancer Automatic Diagnosis System using Faster Regional Convolutional Neural Networks

Durán López, Lourdes; Domínguez Morales, Juan Pedro; Amaya Rodríguez, Isabel; Luna Perejón, Francisco; Civit Masot, Javier; Vicente Díaz, Saturnino; Linares Barranco, Alejandro (ScitePress Digital Library, 2019-01-01)
Breast cancer is one of the most frequent causes of mortality in women. For the early detection of breast cancer, 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, 2019-01-01)
Background Mobile apps have a great potential to support patients in healthcare, and to encourage healthy behavioral changes ...
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Deep learning glaucoma diagnosis aid

Beltrán, Ana M.; Félix Ángel, Manuel; Civit Masot, Javier; Amaya Rodríguez, Isabel; Luna Perejón, Francisco; Durán López, Lourdes; Civit Balcells, Antón; Linares Barranco, Alejandro; Vicente Díaz, Saturnino (3 ciencias. Área de Innovación y Desarrollo,S.L., 2019-01-01)
El glaucoma es una de las principales causas de ceguera. Cambia la morfología del nervio óptico. La copa es la región ...
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Clasificación de tumores en cáncer de mama basado en redes neuronales de convolución

Beltrán, Ana M.; Félix Ángel, Manuel; Durán López, Lourdes; Domínguez Morales, Juan Pedro; Luna Perejón, Francisco; Amaya Rodríguez, Isabel; Civit Masot, Javier; Vicente Díaz, Saturnino; Linares Barranco, Alejandro (3 ciencias. Área de Innovación y Desarrollo,S.L., 2019-01-01)
El cáncer de mama es una de las causas más frecuentes de mortalidad en las mujeres. Con la llegada de los sistemas ...
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Deep learning as a tool for improving efficiency the of glial tumor diagnosis

Beltrán, Ana M.; Félix Ángel, Manuel; Amaya Rodríguez, Isabel; Durán López, Lourdes; Civit Masot, Javier; Luna Perejón, Francisco; Civit Balcells, Antón; Vicente Díaz, Saturnino; Linares Barranco, Alejandro (3 ciencias. Área de Innovación y Desarrollo,S.L., 2019-01-01)
La aplicación de técnicas basadas en Inteligencia Artificial como apoyo a la detección y diagnosis de cáncer mediante ...
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Localización e identificación automática de pólipos mediante una red neuronal convolucional por regiones

Beltrán, Ana M.; Félix Ángel, Manuel; 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., 2019-01-01)
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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Sistema informático móvil para el apoyo al cese tabáquico mediante mensajes motivacionales personalizados

Beltrán, Ana M.; 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., 2018-01-01)
El proyecto SmokeFreeBrain estudia la efectividad de una variedad de intervenciones con el objetivo de dejar de fumar ...
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Modelling side to side intestinal anastomosis

Civit Masot, Javier; Portilla de Juan, Fernando de la; Sevillano Ramos, José Luis; Civit Balcells, Antón (Springer, 2017-01-01)
Side-to-side intestinal anastomosis is a surgical procedure where an incision is performed between two parallel segments ...