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 |
| Request | |
 |
|
Statistics
-
No. publications
32
-
No. visits
3447
-
No. downloads
4408
| Publications |
|---|
Article
 A comparative study of the inter-observer variability on Gleason grading against Deep Learning-based approaches for prostate cancer
(Elsevier, 2023-06-01)
Background: Among all the cancers known today, prostate cancer is one of the most commonly diagnosed in men. With modern ... |
Chapter of Book
Exoesqueleto para rehabilitación de miembro superior
(3ciencias, 2022-02-03)
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, 2022-02-03)
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, 2022-02-01)
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, 2022-01-01)
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
(2021-07-20)
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, 2021-04-01)
Monitoring animals’ behavior living in wild or semi-wild environments is a very interesting subject for biologists who ... |
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), 2021-01-01)
Este artículo presenta una práctica de laboratorio impartida mediante una metodología de aprendizaje basado en proyectos ... |
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, 2021-01-01)
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, 2021-01-01)
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, 2021-01-01)
Prostate cancer (PCa) is one of the most commonly diagnosed cancer and one of the leading causes of death among men, with ... |
| Chapter of Book |
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), 2021-01-01)
El mundo ha cambiado desde la aparición del nue vo virus de la familia de los coronavirus (COVID-19), el cual fue declarado ... |
Article
pyNAVIS: An open-source cross-platform software for spike-based neuromorphic audio information processing
(Elsevier, 2021-01-01)
Visualizing the output from event-based sensors and analyzing the information within it is crucial when developing ... |
| 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), 2021-01-01)
El reciente Grado en Ingeniería de la Salud se originó con el planteamiento de cubrir la carencia de conoci miento sobre ... |
Article
IoT Device for Sitting Posture Classification Using Artificial Neural Networks
(MDPI, 2021-01-01)
Nowadays, the percentage of time that the population spends sitting has increased substantially due to the use of computers ... |
Chapter of Book
ResNet
(Springer, 2021-01-01)
In this chapter, all groups have used Residual Network (ResNet) (He et al. 2016) as part of different architectures with ... |
Article
COVID-XNet: a custom Deep Learning system to diagnose and locate COVID-19 in chest X-ray images
(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
PROMETEO: A CNN-based computer-aided diagnosis system for WSI prostate cancer detection
(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 ... |
Presentation
Breast Cancer Automatic Diagnosis System using Faster Regional Convolutional Neural Networks
(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
Multi-dataset Training for Medical Image Segmentation as a Service
(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
Deep learning glaucoma diagnosis aid
(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
Sampling Frequency Evaluation on Recurrent Neural Networks Architectures for IoT Real-time Fall Detection Devices
(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
Polyp Detection in Gastrointestinal Images using Faster Regional Convolutional Neural Network
(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
Glioma Diagnosis Aid through CNNs and Fuzzy-C Means for MRI
(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
An Automated Fall Detection System Using Recurrent Neural Networks
(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
Clasificación de tumores en cáncer de mama basado en redes neuronales de convolución
(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
Deep learning as a tool for improving efficiency the of glial tumor diagnosis
(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
A Low-power, Reachable, Wearable and Intelligent IoT Device for Animal Activity Monitoring
(ScitePress Digital Library, 2019-01-01)
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, 2019-01-01)
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., 2018-01-01)
La estimación de distancias es uno de los objetivos más importantes en todo sistema de visión artificial. Para poder ... |