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Browsing Arquitectura y Tecnología de Computadores by Author "Durán López, Lourdes"
Now showing items 21-34 of 34
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Article
Interfacing PDM MEMS Microphones with PFM Spiking Systems: Application for Neuromorphic Auditory Sensors
Gutiérrez Galán, Daniel; Ríos Navarro, José Antonio; Domínguez Morales, Juan Pedro; Durán López, Lourdes; Jiménez Moreno, Gabriel; Jiménez Fernández, Ángel Francisco (Springer, 2022)Neuromorphic computation processes sensors output in the spiking domain, which presents constraints in many cases when ...
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Article
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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Presentation
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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Article
Performance Evaluation of Deep Learning-Based Prostate Cancer Screening Methods in Histopathological Images: Measuring the Impact of the Model’s Complexity on Its Processing Speed
Durán López, Lourdes; Domínguez Morales, Juan Pedro; Ríos Navarro, José Antonio; Gutiérrez Galán, Daniel; Jiménez Fernández, Ángel Francisco; Vicente Díaz, Saturnino; Linares Barranco, Alejandro (MDPI, 2021-01)Prostate cancer (PCa) is the second most frequently diagnosed cancer among men worldwide, with almost 1.3 million new cases ...
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Presentation
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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Presentation
Práctica de desarrollo de una red de sensores basada en la programación de microcontroladores para sistemas en tiempo real
Cerezuela Escudero, Elena; Durán López, Lourdes; Gutiérrez Galán, Daniel; Domínguez Morales, Juan Pedro; Ríos Navarro, José Antonio; Jiménez Fernández, Ángel Francisco (Asociación de Enseñantes Universitarios de la Informática (AENUI), 2021)Este artículo presenta una práctica de laboratorio impartida mediante una metodología de aprendizaje basado en proyectos ...
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Article
Prediction of melanoma Breslow thickness using deep transfer learning algorithms
Hernández Rodríguez, Juan Carlos; Durán López, Lourdes; Domínguez Morales, Juan Pedro; Ortiz-Álvarez, Juan; Conejo-Mir Sánchez, Julián; Pereyra-Rodríguez, José-Juan (Oxford Academic, 2023-07)Background: The distinction between in situ melanoma (MIS) and invasive melanoma is challenging even for expert ...
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Article
PROMETEO: A CNN-based computer-aided diagnosis system for WSI prostate cancer detection
Durán López, Lourdes; Domínguez Morales, Juan Pedro; Conde Martín, A.F.; Vicente Díaz, Saturnino; Linares Barranco, Alejandro (IEEE Computer Society, 2020)Prostate cancer is currently one of the most commonly-diagnosed types of cancer among males. Although its death rate has ...
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Article
pyNAVIS: An open-source cross-platform software for spike-based neuromorphic audio information processing
Domínguez Morales, Juan Pedro; Gutiérrez Galán, Daniel; Ríos Navarro, José Antonio; Durán López, Lourdes; Domínguez Morales, Manuel Jesús; Jiménez Fernández, Ángel Francisco (Elsevier, 2021)Visualizing the output from event-based sensors and analyzing the information within it is crucial when developing ...
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Chapter of Book
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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Presentation
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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Presentation
Semipresencialidad en tiempos de COVID-19: adaptación de la docencia en el ámbito de Fundamentos de Informática
Durán López, Lourdes; Gutiérrez Galán, Daniel; Cerezuela Escudero, Elena; Ríos Navarro, José Antonio; Domínguez Morales, Juan Pedro (Asociación de Enseñantes Universitarios de la Informática (AENUI), 2021)El mundo ha cambiado desde la aparición del nue vo virus de la familia de los coronavirus (COVID-19), el cual fue declarado ...
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Article
Wide and Deep neural network model for patch aggregation in CNN-based prostate cancer detection systems
Durán López, Lourdes; Domínguez Morales, Juan Pedro; Gutiérrez Galán, Daniel; Ríos Navarro, José Antonio; Jiménez Fernández, Ángel Francisco; Vicente Díaz, Saturnino; Linares Barranco, Alejandro (Elsevier, 2021)Prostate cancer (PCa) is one of the most commonly diagnosed cancer and one of the leading causes of death among men, with ...
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Article
Wildlife Monitoring on the Edge: A Performance Evaluation of Embedded Neural Networks on Microcontrollers for Animal Behavior Classification
Domínguez Morales, Juan Pedro; Durán López, Lourdes; Gutiérrez Galán, Daniel; Ríos Navarro, José Antonio; Linares Barranco, Alejandro; Jiménez Fernández, Ángel Francisco (MDPI, 2021-04)Monitoring animals’ behavior living in wild or semi-wild environments is a very interesting subject for biologists who ...