NameVicente Díaz, Saturnino
DepartmentArquitectura y Tecnología de Computadores
Knowledge areaArquitectura y Tecnología de Computadores
Professional categoryProfesor Titular de Universidad
E-mailRequest
           
  • No. publications

    44

  • No. visits

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A systematic comparison of deep learning methods for Gleason grading and scoring

Domínguez Morales, Juan Pedro; Durán López, Lourdes; Marini, Niccolo; Vicente Díaz, Saturnino; Linares Barranco, Alejandro; Atzori, Manfredo; Muller, Henning (Elsevier, 2024)
Prostate cancer is the second most frequent cancer in men worldwide after lung cancer. Its diagnosis is based on the ...
PhD Thesis
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Deep Learning-based Computer-Aided Diagnosis systems: a contribution to prostate cancer detection in histopathological images

Durán López, Lourdes; Linares Barranco, Alejandro; Vicente Díaz, Saturnino (2021)
In this work, novel computer-aided diagnosis systems for medical image analysis focusing on prostate cancer are proposed ...
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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)
Prostate cancer (PCa) is the second most frequently diagnosed cancer among men worldwide, with almost 1.3 million new cases ...
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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 ...
PhD Thesis
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A Contribution to Deep Learning based Medical Image Diagnosis Aids

Civit Masot, Javier; Vicente Díaz, Saturnino; Domínguez Morales, Manuel Jesús (2020)
In this work, an in-depth study about the use of Deep Learning techniques to support healthcare professionals for the ...
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COVID-XNet: a custom Deep Learning system to diagnose and locate COVID-19 in chest X-ray images

Durán López, Lourdes; Domínguez Morales, Juan Pedro; Corral Jaime, Jesús; Vicente Díaz, Saturnino; Linares Barranco, Alejandro (MDPI, 2020)
The COVID-19 pandemic caused by the new coronavirus SARS-CoV-2 has changed the world as we know it. An early diagnosis is ...
Chapter of Book
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Algoritmos de modelado y calibración de un prototipo de termociclador para PCR

Montes-Sánchez, Juan Manuel; Jiménez Fernández, Ángel Luis; Vicente Díaz, Saturnino (3ciencias, 2020)
La reacción en cadena de la polimerasa (PCR) se apoya hoy en día en el uso de termocicladores: dispositivos capaces de ...
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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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Multidataset Incremental Training for Optic Disc Segmentation

Civit Masot, Javier; Billis, Antonis; Domínguez Morales, Manuel Jesús; Vicente Díaz, Saturnino; Civit Balcells, Antón (Springer, 2020)
When convolutional neural networks are applied to image segmentation results depend greatly on the data sets used to train ...
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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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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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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 ...
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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)
Colorectal cancer is the third most frequently diagnosed malignancy in the world. To prevent this disease, polyps, the ...
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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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Clasificación de tumores en cáncer de mama basado en redes neuronales de convolución

Durán López, Lourdes; Domínguez Morales, Juan Pedro; Luna Perejón, Francisco; Amaya Rodríguez, Isabel; Civit Masot, Javier; Vicente Díaz, Saturnino; Linares Barranco, Alejandro; Beltrán, Ana M.; Félix Ángel, Manuel (3 ciencias. Área de Innovación y Desarrollo,S.L., 2019)
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 glaucoma diagnosis aid

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)
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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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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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)
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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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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Deep learning as a tool for improving efficiency the of glial tumor diagnosis

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)
La aplicación de técnicas basadas en Inteligencia Artificial como apoyo a la detección y diagnosis de cáncer mediante ...
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A Protocol Generator Tool for Automatic In-Vitro HPV Robotic Analysis

Domínguez Morales, Juan Pedro; Jiménez Fernández, Ángel Francisco; Vicente Díaz, Saturnino; Linares Barranco, Alejandro; Olmo Sevilla, Asunción; Fernández Enríquez, Antonio (Springer, 2017)
Human Papilloma Virus (HPV) could develop precancerous lesions and invasive cancer, as it is the main cause of nearly all ...
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The shared control dynamic window approach for non-holonomic semi-autonomous robots

Íñigo Blasco, Pablo; Díaz del Río, Fernando; Vicente Díaz, Saturnino; Cagigas Muñiz, Daniel (IEEE Computer Society, 2014)
A shared control method, called Shared Control Dynamic Window Approach, is presented. It is inspired in the Dynamic Window ...
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Robotics software frameworks for multi-agent robotic systems development

Íñigo Blasco, Pablo; Díaz del Río, Fernando; Romero Ternero, María del Carmen; Cagigas Muñiz, Daniel; Vicente Díaz, Saturnino (Elsevier, 2012)
Robotics is an area of research in which the paradigm of Multi-Agent Systems (MAS) can prove to be highly useful. Multi-Agent ...
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An eLearning Standard Approach for Supporting PBL in Computer Engineering

García Robles, Rocío; Díaz del Río, Fernando; Vicente Díaz, Saturnino; Linares Barranco, Alejandro (IEEE Computer Society, 2009)
Problem-based learning (PBL) has proved to be a highly successful pedagogical model in many fields, although it is not ...
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Chrono-Scheduling; a simplified dynamic scheduling algorithm for timing predictable processors

Díaz del Río, Fernando; Sevillano Ramos, José Luis; Vicente Díaz, Saturnino; Jiménez Moreno, Gabriel; Civit Balcells, Antón (World Scientific Connecting Great MInds, 2009)
We propose a simpler and latency-reduced instruction scheduler, called chronoscheduling algorithm, which avoids large and ...
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A Two-Level Dynamic Chrono-Scheduling Algorithm

Díaz del Río, Fernando; Sevillano Ramos, José Luis; Vicente Díaz, Saturnino; Cagigas Muñiz, Daniel; López-Torres, Manuel Ramón (IEEE Computer Society, 2009)
We propose a dynamic instruction scheduler that does not need any kind of wakeup logic, as all the instructions are “programmed” ...
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A Real-Time Wireless Sensor Network for Wheelchair Navigation

Sevillano Ramos, José Luis; Cascado Caballero, Daniel; Cagigas Muñiz, Daniel; Vicente Díaz, Saturnino; Luján Martínez, Carlos Daniel; Díaz del Río, Fernando (IEEE Computer Society, 2009)
Today, the availability of inexpensive, low power hardware including CMOS cameras and wireless devices make it possible ...
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AER tools for Communications and Debugging

Gómez Rodríguez, Francisco de Asís; Paz Vicente, Rafael; Linares Barranco, Alejandro; Rivas Pérez, Manuel; Miró Amarante, María Lourdes; Vicente Díaz, Saturnino; Jiménez Moreno, Gabriel; Civit Balcells, Antón (IEEE Computer Society, 2006)
Address-event-representation (AER) is a communications protocol for transferring spikes between bio-inspired chips. Such ...
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Soft real-time communications over Bluetooth under interferences from ISM devices

Sevillano Ramos, José Luis; Cascado Caballero, Daniel; Díaz del Río, Fernando; Vicente Díaz, Saturnino; Jiménez Moreno, Gabriel; Civit Balcells, Antón (John Wiley and Sons, 2006)
Bluetooth is a suitable technology to support soft real-time applications like multimedia streams at the personal area ...
Chapter of Book
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A Smart Electric Wheelchair Using UPnP

Cascado Caballero, Daniel; Vicente Díaz, Saturnino; Sevillano Ramos, José Luis; Amaya Rodríguez, Claudio Antonio; Linares Barranco, Alejandro; Jiménez Moreno, Gabriel; Civit Balcells, Antón (Springer, 2006)
People with disabilities in general, and wheelchair users in particular, are one of the groups of people that may benefit ...
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Time-Recovering PCI-AER interface for Bio-inspired Spiking Systems

Paz Vicente, Rafael; Linares Barranco, Alejandro; Cascado Caballero, Daniel; Vicente Díaz, Saturnino; Jiménez Moreno, Gabriel; Civit Balcells, Antón (SPIE: The International Society for Optics and Photonics, 2005)
Address Event Representation (AER) is an emergent neuromorphic interchip communication protocol that allows for real-time ...
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Tools for Address-Event-Representation Communication Systems and Debugging

Rivas Pérez, Manuel; Gómez Rodríguez, Francisco de Asís; Paz Vicente, Rafael; Linares Barranco, Alejandro; Vicente Díaz, Saturnino; Cascado Caballero, Daniel (Springer, 2005)
Address-Event-Representation (AER) is a communications protocol for transferring spikes between bio-inspired chips. Such ...
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On the Design of Ambient Intelligent Systems in the Context of Assistive Technologies

Sevillano Ramos, José Luis; Falcó, J.; Abascal, Julio; Civit Balcells, Antón; Jiménez Moreno, Gabriel; Vicente Díaz, Saturnino; Casas, R. (Springer, 2004)
The design of Ambient Intelligent Systems (AISs) is discussed in the context of assistive technologies. The main issues ...
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Performance analysis of single-slave Bluetooth piconets under cochannel interference

Cascado Caballero, Daniel; Sevillano Ramos, José Luis; Vicente Díaz, Saturnino; Díaz del Río, Fernando; Jiménez Moreno, Gabriel; Linares Barranco, Alejandro; Civit Balcells, Antón (IEEE Computer Society, 2004)
We present an analytical model for single-slave Bluetooth piconets when the coexistence of multiple interfering devices ...
PhD Thesis
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Estudio y evaluación de un sistema de comunicaciones inalámbrico para redes de computadores de área personal

Cascado Caballero, Daniel; Sevillano Ramos, José Luis; Vicente Díaz, Saturnino (2003)
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Using virtual potential fields for electric wheelchair guidance

Vicente Díaz, Saturnino; Amaya Rodríguez, Claudio Antonio; Civit Balcells, Antón; Díaz del Río, Fernando (IEEE Computer Society, 2002)
TetraNauta is an electric wheelchair guidance system intended for people with heavy motion impairments (such as persons ...
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TetraNauta: a intelligent wheelchair for users with very severe mobility restrictions

Vicente Díaz, Saturnino; Amaya Rodríguez, Claudio Antonio; Díaz del Río, Fernando; Civit Balcells, Antón; Cagigas Muñiz, Daniel (IEEE Computer Society, 2002)
The TetraNauta project is a low cost, fully open steering system to allow people with heavy motor impairments to move in ...
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SIRIUS: Improving the maneuverability of powered wheelchairs

Civit Balcells, Antón; Díaz del Río, Fernando; Jiménez Moreno, Gabriel; Sevillano Ramos, José Luis; Amaya Rodríguez, Claudio Antonio; Vicente Díaz, Saturnino (IEEE Computer Society, 2002)
The indoor maneuverability of powered wheelchairs may be difficult or bothersome in several circumstances. In this paper, ...
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A Path Following Control for Unicycle Robots

Díaz del Río, Fernando; Jiménez Moreno, Gabriel; Sevillano Ramos, José Luis; Vicente Díaz, Saturnino; Civit Balcells, Antón (John Wiley and Sons, 2001)
In this work we present a new path following control for unicycle robots that is applicable for almost all the possible ...
PhD Thesis
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Una aportación al guiado de sillas de ruedas eléctricas en entornos estructurados

Vicente Díaz, Saturnino; Civit Balcells, Antón; Díaz del Río, Fernando (2001)
Cuando hablamos de Tecnología de Rehabilitación (o Tecnología asistencia) nos estamos refiriendo a una nueva forma de ...
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Una herramienta didáctica para el estudio del código máquina en procesadores de 64 bits

Vicente Díaz, Saturnino; Cascado Caballero, Daniel; Miró Amarante, María Lourdes; Rodríguez Jodar, Miguel Ángel; Díaz del Río, Fernando (Universidad Politécnica de Madrid, 2000)
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Generación de señales analógicas mediante PWM empleando un núcleo en tiempo real sobre una arquitectura PC sin elementos adicionales de entradasalida

Miró Amarante, María Lourdes; Rodríguez Jodar, Miguel Ángel; Cascado Caballero, Daniel; Vicente Díaz, Saturnino; Civit Balcells, Antón (Universidad Politécnica de Madrid, 2000)
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Análisis a Bajo Nivel de Procesadores Superescalares Reales

Linares Barranco, Alejandro; Paz Vicente, Rafael; Vicente Díaz, Saturnino; Rodríguez Jodar, Miguel Ángel; Díaz del Río, Fernando (Universidad de Alcalá de Henares. Servicio de Publicaciones, 2000)
En esta ponencia-demo se presenta una práctica donde se analiza la influencia en el tiempo de ejecución de algunas ...
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A generalization of path following for mobile robots

Díaz del Río, Fernando; Jiménez Moreno, Gabriel; Sevillano Ramos, José Luis; Vicente Díaz, Saturnino; Civit Balcells, Antón (IEEE Computer Society, 1999)
Several authors have proposed some methods for applying path following in specific cases to mobile robots. When we try to ...