Author profile: Vicente Díaz, Saturnino
Institutional data
Name | Vicente Díaz, Saturnino |
Department | Arquitectura y Tecnología de Computadores |
Knowledge area | Arquitectura y Tecnología de Computadores |
Professional category | Profesor Titular de Universidad |
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Statistics
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No. publications
44
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No. visits
6039
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No. downloads
10170
Publications |
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Article
![]() A systematic comparison of deep learning methods for Gleason grading and scoring
(Elsevier, 2024)
Prostate cancer is the second most frequent cancer in men worldwide after lung cancer. Its diagnosis is based on the ... |
PhD Thesis
![]() Deep Learning-based Computer-Aided Diagnosis systems: a contribution to prostate cancer detection in histopathological images
(2021)
In this work, novel computer-aided diagnosis systems for medical image analysis focusing on prostate cancer are proposed ... |
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
(MDPI, 2021)
Prostate cancer (PCa) is the second most frequently diagnosed cancer among men worldwide, with almost 1.3 million new cases ... |
Article
![]() ![]() Wide and Deep neural network model for patch aggregation in CNN-based prostate cancer detection systems
(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
![]() A Contribution to Deep Learning based Medical Image Diagnosis Aids
(2020)
In this work, an in-depth study about the use of Deep Learning techniques to support healthcare professionals for the ... |
Article
![]() COVID-XNet: a custom Deep Learning system to diagnose and locate COVID-19 in chest X-ray images
(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
![]() Algoritmos de modelado y calibración de un prototipo de termociclador para PCR
(3ciencias, 2020)
La reacción en cadena de la polimerasa (PCR) se apoya hoy en día en el uso de termocicladores: dispositivos capaces de ... |
Article
![]() Dual Machine-Learning system to aid Glaucoma Diagnosis using disc and cup feature extraction.
(IEEE Computer Society, 2020)
Glaucoma is a degenerative disease that affects vision, causing damage to the optic nerve that ends in vision loss. The ... |
Presentation
![]() Multidataset Incremental Training for Optic Disc Segmentation
(Springer, 2020)
When convolutional neural networks are applied to image segmentation results depend greatly on the data sets used to train ... |
Article
![]() PROMETEO: A CNN-based computer-aided diagnosis system for WSI prostate cancer detection
(IEEE Computer Society, 2020)
Prostate cancer is currently one of the most commonly-diagnosed types of cancer among males. Although its death rate has ... |
Presentation
![]() Glioma Diagnosis Aid through CNNs and Fuzzy-C Means for MRI
(ScitePress Digital Library, 2019)
Glioma is a type of brain tumor that causes mortality in many cases. Early diagnosis is an important factor. Typically, ... |
Article
![]() TPU Cloud-Based Generalized U-Net for Eye Fundus Image Segmentation
(IEEE Computer Society, 2019)
Medical images from different clinics are acquired with different instruments and settings. To perform segmentation on ... |
Presentation
![]() Polyp Detection in Gastrointestinal Images using Faster Regional Convolutional Neural Network
(ScitePress Digital Library, 2019)
Colorectal cancer is the third most frequently diagnosed malignancy in the world. To prevent this disease, polyps, the ... |
Presentation
![]() Localización e identificación automática de pólipos mediante una red neuronal convolucional por regiones
(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 ... |
Presentation
![]() Clasificación de tumores en cáncer de mama basado en redes neuronales de convolución
(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 ... |
Presentation
![]() Deep learning glaucoma diagnosis aid
(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 ... |
Presentation
![]() Sampling Frequency Evaluation on Recurrent Neural Networks Architectures for IoT Real-time Fall Detection Devices
(ScitePress Digital Library, 2019)
Falls are one of the most frequent causes of injuries in elderly people. Wearable Fall Detection Systems provided a ... |
Presentation
![]() Breast Cancer Automatic Diagnosis System using Faster Regional Convolutional Neural Networks
(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 ... |
Presentation
![]() Multi-dataset Training for Medical Image Segmentation as a Service
(ScitePress Digital Library, 2019)
Deep Learning tools are widely used for medical image segmentation. The results produced by these techniques depend to a ... |
Presentation
![]() Deep learning as a tool for improving efficiency the of glial tumor diagnosis
(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 ... |
Presentation
![]() A Protocol Generator Tool for Automatic In-Vitro HPV Robotic Analysis
(Springer, 2017)
Human Papilloma Virus (HPV) could develop precancerous lesions and invasive cancer, as it is the main cause of nearly all ... |
Presentation
![]() The shared control dynamic window approach for non-holonomic semi-autonomous robots
(IEEE Computer Society, 2014)
A shared control method, called Shared Control Dynamic Window Approach, is presented. It is inspired in the Dynamic Window ... |
Article
![]() Robotics software frameworks for multi-agent robotic systems development
(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 ... |
Article
![]() An eLearning Standard Approach for Supporting PBL in Computer Engineering
(IEEE Computer Society, 2009)
Problem-based learning (PBL) has proved to be a highly successful pedagogical model in many fields, although it is not ... |
Article
![]() Chrono-Scheduling; a simplified dynamic scheduling algorithm for timing predictable processors
(World Scientific Connecting Great MInds, 2009)
We propose a simpler and latency-reduced instruction scheduler, called chronoscheduling algorithm, which avoids large and ... |
Presentation
![]() A Two-Level Dynamic Chrono-Scheduling Algorithm
(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” ... |
Presentation
![]() A Real-Time Wireless Sensor Network for Wheelchair Navigation
(IEEE Computer Society, 2009)
Today, the availability of inexpensive, low power hardware including CMOS cameras and wireless devices make it possible ... |
Presentation
![]() AER tools for Communications and Debugging
(IEEE Computer Society, 2006)
Address-event-representation (AER) is a communications protocol for transferring spikes between bio-inspired chips. Such ... |
Article
![]() Soft real-time communications over Bluetooth under interferences from ISM devices
(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
![]() A Smart Electric Wheelchair Using UPnP
(Springer, 2006)
People with disabilities in general, and wheelchair users in particular, are one of the groups of people that may benefit ... |
Presentation
![]() Time-Recovering PCI-AER interface for Bio-inspired Spiking Systems
(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 ... |
Presentation
![]() Tools for Address-Event-Representation Communication Systems and Debugging
(Springer, 2005)
Address-Event-Representation (AER) is a communications protocol for transferring spikes between bio-inspired chips. Such ... |
Presentation
![]() On the Design of Ambient Intelligent Systems in the Context of Assistive Technologies
(Springer, 2004)
The design of Ambient Intelligent Systems (AISs) is discussed in the context of assistive technologies. The main issues ... |
Presentation
![]() Performance analysis of single-slave Bluetooth piconets under cochannel interference
(IEEE Computer Society, 2004)
We present an analytical model for single-slave Bluetooth piconets when the coexistence of multiple interfering devices ... |
PhD Thesis |
Presentation
![]() Using virtual potential fields for electric wheelchair guidance
(IEEE Computer Society, 2002)
TetraNauta is an electric wheelchair guidance system intended for people with heavy motion impairments (such as persons ... |
Presentation
![]() TetraNauta: a intelligent wheelchair for users with very severe mobility restrictions
(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 ... |
Presentation
![]() SIRIUS: Improving the maneuverability of powered wheelchairs
(IEEE Computer Society, 2002)
The indoor maneuverability of powered wheelchairs may be difficult or bothersome in several circumstances. In this paper, ... |
Article
![]() A Path Following Control for Unicycle Robots
(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
![]() Una aportación al guiado de sillas de ruedas eléctricas en entornos estructurados
(2001)
Cuando hablamos de Tecnología de Rehabilitación (o Tecnología asistencia) nos estamos refiriendo a una nueva forma de ... |
Presentation
![]() Una herramienta didáctica para el estudio del código máquina en procesadores de 64 bits
(Universidad Politécnica de Madrid, 2000)
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Presentation
![]() Generación de señales analógicas mediante PWM empleando un núcleo en tiempo real sobre una arquitectura PC sin elementos adicionales de entradasalida
(Universidad Politécnica de Madrid, 2000)
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Presentation
![]() Análisis a Bajo Nivel de Procesadores Superescalares Reales
(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 ... |
Presentation
![]() A generalization of path following for mobile robots
(IEEE Computer Society, 1999)
Several authors have proposed some methods for applying path following in specific cases to mobile robots. When we try to ... |