Author profile: Durán López, Lourdes
Institutional data
Name | Durán López, Lourdes |
Department | Arquitectura y Tecnología de Computadores |
Knowledge area | Arquitectura y Tecnología de Computadores |
Professional category | Profesora Ayudante Doctora |
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Statistics
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No. publications
36
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No. visits
5175
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No. downloads
7551
Publications |
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Article
Melanoma Breslow thickness classification using ensemble-based knowledge distillation with semi-supervised convolutional neural networks
(EEE-Inst Electrical Electronics Engineers Inc, 2024)
Melanoma is considered a global public health challenge and is responsible for more than 90% deaths related to skin cancer. ... |
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 ... |
Article
Prediction of melanoma Breslow thickness using deep transfer learning algorithms
(Oxford Academic, 2023)
Background: The distinction between in situ melanoma (MIS) and invasive melanoma is challenging even for expert dermatologists. ... |
Article
A comparative study of the inter-observer variability on Gleason grading against Deep Learning-based approaches for prostate cancer
(Elsevier, 2023)
Background: Among all the cancers known today, prostate cancer is one of the most commonly diagnosed in men. With modern ... |
Article
Data-driven color augmentation for H&E stained images in computational pathology
(ScienceDirect, 2023)
Computational pathology targets the automatic analysis of Whole Slide Images (WSI). WSIs are high-resolution digitized ... |
Chapter of Book
Exoesqueleto para rehabilitación de miembro superior
(3ciencias, 2022)
Múltiples lesiones neurológicas, como los Accidentes Cardíacos Vasculares (ACV), provocan una degeneración y/o atrofia de ... |
Chapter of Book
Diseño, desarrollo y testeo de copa menstrual inteligente con reconocimiento de posición y aviso de llenado
(3ciencias, 2022)
Existen diversos trastornos asociados a la menstruación que provocan anomalías en el ciclo, como el síndrome de ovario ... |
Chapter of Book
Clasificación de posturas mediante uso de redes neuronales y dispositivo IOT
(3ciencias, 2022)
El tiempo que la población pasa sentada ha aumentado en las últimas décadas debido al incremento del uso del ordenador ... |
Article
Interfacing PDM MEMS Microphones with PFM Spiking Systems: Application for Neuromorphic Auditory Sensors
(Springer, 2022)
Neuromorphic computation processes sensors output in the spiking domain, which presents constraints in many cases when ... |
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
Wildlife Monitoring on the Edge: A Performance Evaluation of Embedded Neural Networks on Microcontrollers for Animal Behavior Classification
(MDPI, 2021)
Monitoring animals’ behavior living in wild or semi-wild environments is a very interesting subject for biologists who ... |
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
Efficient Memory Organization for DNN Hardware Accelerator Implementation on PSoC
(MDPI, 2021)
The use of deep learning solutions in different disciplines is increasing and their algorithms are computationally expensive ... |
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 ... |
Presentation
Semipresencialidad en tiempos de COVID-19: adaptación de la docencia en el ámbito de Fundamentos de Informática
(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 ... |
Chapter of Book |
Article
pyNAVIS: An open-source cross-platform software for spike-based neuromorphic audio information processing
(Elsevier, 2021)
Visualizing the output from event-based sensors and analyzing the information within it is crucial when developing ... |
Presentation
Práctica de desarrollo de una red de sensores basada en la programación de microcontroladores para sistemas en tiempo real
(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 ... |
Chapter of Book |
Presentation
Aprendizaje basado en proyectos en el ámbito de la Ingeniería de la Salud: desarrollo de sistemas para la rehabilitación y la ayuda a la discapacidad
(Asociación de Enseñantes Universitarios de la Informática (AENUI), 2021)
El reciente Grado en Ingeniería de la Salud se originó con el planteamiento de cubrir la carencia de conoci miento sobre ... |
Chapter of Book
ResNet
(Springer, 2021)
In this chapter, all groups have used Residual Network (ResNet) (He et al. 2016) as part of different architectures with ... |
Article
IoT Device for Sitting Posture Classification Using Artificial Neural Networks
(MDPI, 2021)
Nowadays, the percentage of time that the population spends sitting has increased substantially due to the use of computers ... |
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 ... |
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, ... |
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
An Automated Fall Detection System Using Recurrent Neural Networks
(Springer, 2019)
Falls are the most common cause of fatal injuries in elderly people, causing even death if there is no immediate assistance. ... |
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 Low-power, Reachable, Wearable and Intelligent IoT Device for Animal Activity Monitoring
(ScitePress Digital Library, 2019)
Along with the proliferation of mobile devices and wireless signal coverage, IoT devices, such as smart wristbands for ... |
Article
Implementing a Distance Estimator for a Wildlife Tracking System Based on 802.15.4
(MDPI, 2019)
In this work, a novel distance estimation mechanism using received signal strength indication (RSSI) signals with ZigBee ... |
Presentation
Estimación de distancias mediante un sistema de estéreo-visión basado en retinas DVS
(3ciencias. Editorial Área de Innovación y Desarrollo,S.L., 2018)
La estimación de distancias es uno de los objetivos más importantes en todo sistema de visión artificial. Para poder ... |