Data

NameDurán López, Lourdes
DepartmentArquitectura y Tecnología de Computadores
Knowledge areaArquitectura y Tecnología de Computadores
Professional categoryProfesora Sustituta Interina
E-mailRequest
       

  Statistics

  • Items

    21

  • Visits

    2032

  • Downloads

    1874

  Publications

 

Chapter of Book
Icon

Exoesqueleto para rehabilitación de miembro superior

Domínguez Morales, Manuel Jesús; Vecino Torres, Rocío; Durán López, Lourdes; Gutiérrez Galán, Daniel; Domínguez Morales, Juan Pedro; Domínguez Morales, Manuel Jesús (3ciencias, 2022-02-03)
Múltiples lesiones neurológicas, como los Accidentes Cardíacos Vasculares (ACV), provocan una degeneración y/o atrofia de ...
Chapter of Book
Icon

Diseño, desarrollo y testeo de copa menstrual inteligente con reconocimiento de posición y aviso de llenado

Domínguez Morales, Manuel Jesús; Barrios Jiménez, Julia; Durán López, Lourdes; Escobar Linero, Elena; Miró Amarante, María Lourdes; Domínguez Morales, Manuel Jesús (3ciencias, 2022-02-03)
Existen diversos trastornos asociados a la menstruación que provocan anomalías en el ciclo, como el síndrome de ovario ...
Chapter of Book
Icon

Clasificación de posturas mediante uso de redes neuronales y dispositivo IOT

Montes-Sánchez, Juan Manuel; Luna Perejón, Francisco; Durán López, Lourdes; Vázquez Baeza, Alberto; Beasley Bohórquez, Isabel; Sevillano Ramos, José Luis (3ciencias, 2022-02-01)
El tiempo que la población pasa sentada ha aumentado en las últimas décadas debido al incremento del uso del ordenador ...
Article
Icon

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, 2021-04-01)
Monitoring animals’ behavior living in wild or semi-wild environments is a very interesting subject for biologists who ...
Article
Icon

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, 2021-01-01)
Prostate cancer (PCa) is the second most frequently diagnosed cancer among men worldwide, with almost 1.3 million new cases ...
Article
Icon

Efficient Memory Organization for DNN Hardware Accelerator Implementation on PSoC

Ríos Navarro, José Antonio; Gutiérrez Galán, Daniel; Domínguez Morales, Juan Pedro; Piñero-Fuentes, Enrique; Durán López, Lourdes; Tapiador Morales, Ricardo; Domínguez Morales, Manuel Jesús (MDPI, 2021-01-01)
The use of deep learning solutions in different disciplines is increasing and their algorithms are computationally expensive ...
Article
Icon

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, 2021-01-01)
Nowadays, the percentage of time that the population spends sitting has increased substantially due to the use of computers ...
Article
Icon

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, 2020-08-01)
The COVID-19 pandemic caused by the new coronavirus SARS-CoV-2 has changed the world as we know it. An early diagnosis is ...
Article
Icon

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, 2020-01-01)
Prostate cancer is currently one of the most commonly-diagnosed types of cancer among males. Although its death rate has ...
Article
Icon

Implementing a Distance Estimator for a Wildlife Tracking System Based on 802.15.4

Cascado Caballero, Daniel; Durán López, Lourdes; Domínguez Morales, Juan Pedro; Gutiérrez Galán, Daniel; Amaya Rodríguez, Claudio Antonio; Domínguez Morales, Manuel Jesús (MDPI, 2019-01-01)
In this work, a novel distance estimation mechanism using received signal strength indication (RSSI) signals with ZigBee ...
Presentation
Icon

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 ...
Presentation
Icon

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, ...
Presentation
Icon

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
Icon

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 ...
Presentation
Icon

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 ...
Presentation
Icon

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
Icon

A Low-power, Reachable, Wearable and Intelligent IoT Device for Animal Activity Monitoring

Durán López, Lourdes; Gutiérrez Galán, Daniel; Domínguez Morales, Juan Pedro; Ríos Navarro, José Antonio; Tapiador Morales, Ricardo; Jiménez Fernández, Ángel Francisco; Cascado Caballero, Daniel; Linares Barranco, Alejandro (ScitePress Digital Library, 2019-01-01)
Along with the proliferation of mobile devices and wireless signal coverage, IoT devices, such as smart wristbands for ...
Presentation
Icon

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 ...
Presentation
Icon

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 ...
Presentation
Icon

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 ...
Presentation
Icon

Estimación de distancias mediante un sistema de estéreo-visión basado en retinas DVS

Beltrán, Ana M.; Félix Ángel, Manuel; Domínguez Morales, Manuel Jesús; Jiménez Fernández, Ángel Francisco; Cerezuela Escudero, Elena; Luna Perejón, Francisco; Durán López, Lourdes; Linares Barranco, Alejandro (3ciencias. Editorial Área de Innovación y Desarrollo,S.L., 2018-01-01)
La estimación de distancias es uno de los objetivos más importantes en todo sistema de visión artificial. Para poder ...