Lourdes Duran-Lopez

According to our database, Lourdes Duran-Lopez authored at least 17 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

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

Juan Pedro Dominguez-Morales, Lourdes Duran-Lopez, Niccolò Marini, Saturnino Vicente Diaz, Alejandro Linares-Barranco, Manfredo Atzori, Henning Müller

Medical Image Anal., 2024

2023

A systematic comparison of different machine learning models for the spatial estimation of air pollution.

Elena Cerezuela-Escudero, Juan Manuel Montes-Sanchez, Juan Pedro Dominguez-Morales, Lourdes Duran-Lopez, Gabriel Jiménez-Moreno

Appl. Intell., December, 2023

A comparative study of the inter-observer variability on Gleason grading against Deep Learning-based approaches for prostate cancer.

José M. Marrón-Esquivel, Lourdes Duran-Lopez, Alejandro Linares-Barranco, Juan Pedro Dominguez-Morales

Comput. Biol. Medicine, June, 2023

Interfacing PDM MEMS Microphones with PFM Spiking Systems: Application for Neuromorphic Auditory Sensors.

Daniel Gutierrez-Galan, Antonio Rios-Navarro, Juan Pedro Dominguez-Morales, Lourdes Duran-Lopez, Gabriel Jiménez-Moreno, Angel Jiménez-Fernandez

Neural Process. Lett., April, 2023

2021

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.

Lourdes Duran-Lopez, Juan Pedro Dominguez-Morales, Antonio Rios-Navarro, Daniel Gutierrez-Galan, Angel Jiménez-Fernandez, Saturnino Vicente Diaz, Alejandro Linares-Barranco

Sensors, 2021

Wildlife Monitoring on the Edge: A Performance Evaluation of Embedded Neural Networks on Microcontrollers for Animal Behavior Classification.

Juan Pedro Dominguez-Morales, Lourdes Duran-Lopez, Daniel Gutierrez-Galan, Antonio Rios-Navarro, Alejandro Linares-Barranco, Angel Jiménez-Fernandez

Sensors, 2021

pyNAVIS: An open-source cross-platform software for spike-based neuromorphic audio information processing.

Juan Pedro Dominguez-Morales, Daniel Gutierrez-Galan, Antonio Rios-Navarro, Lourdes Duran-Lopez, Manuel Domínguez-Morales, Angel Jiménez-Fernandez

Neurocomputing, 2021

Wide & Deep neural network model for patch aggregation in CNN-based prostate cancer detection systems.

Lourdes Duran-Lopez, Juan Pedro Dominguez-Morales, Daniel Gutierrez-Galan, Antonio Rios-Navarro, Angel Jiménez-Fernandez, Saturnino Vicente Diaz, Alejandro Linares-Barranco

Comput. Biol. Medicine, 2021

ResNet.

Isabel Amaya-Rodriguez, Javier Civit-Masot, Francisco Luna-Perejon, Lourdes Duran-Lopez, Alexander Rakhlin, Sergey I. Nikolenko, Satoshi Kondo, Pablo Laiz, Jordi Vitrià, Santi Seguí, Patrick Brandao

Proceedings of the Computer-Aided Analysis of Gastrointestinal Videos, 2021

2020

PROMETEO: A CNN-Based Computer-Aided Diagnosis System for WSI Prostate Cancer Detection.

Lourdes Duran-Lopez, Juan Pedro Dominguez-Morales, Antonio Felix Conde-Martin, Saturnino Vicente Diaz, Alejandro Linares-Barranco

IEEE Access, 2020

2019

Polyp Detection in Gastrointestinal Images using Faster Regional Convolutional Neural Network.

Lourdes Duran-Lopez, Francisco Luna-Perejón, Isabel Amaya-Rodriguez, Javier Civit-Masot, Antón Civit Balcells, Saturnino Vicente Diaz, Alejandro Linares-Barranco

Proceedings of the 14th International Joint Conference on Computer Vision, 2019

Sampling Frequency Evaluation on Recurrent Neural Networks Architectures for IoT Real-time Fall Detection Devices.

Francisco Luna-Perejon, Javier Civit-Masot, Luis Muñoz-Saavedra, Lourdes Duran-Lopez, Isabel Amaya-Rodriguez, Juan Pedro Dominguez-Morales, Saturnino Vicente Diaz, Alejandro Linares-Barranco, Antón Civit Balcells, Manuel Jesus Domínguez-Morales

Proceedings of the 11th International Joint Conference on Computational Intelligence, 2019

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

Lourdes Duran-Lopez, Daniel Gutierrez-Galan, Juan Pedro Dominguez-Morales, Antonio Rios-Navarro, Ricardo Tapiador-Morales, Angel Jiménez-Fernandez, Daniel Cascado Caballero, Alejandro Linares-Barranco

Proceedings of the 11th International Joint Conference on Computational Intelligence, 2019

Breast Cancer Automatic Diagnosis System using Faster Regional Convolutional Neural Networks.

Lourdes Duran-Lopez, Juan Pedro Dominguez-Morales, Isabel Amaya-Rodriguez, Francisco Luna-Perejon, Javier Civit-Masot, Saturnino Vicente Diaz, Alejandro Linares-Barranco

Proceedings of the 11th International Joint Conference on Computational Intelligence, 2019

Multi-dataset Training for Medical Image Segmentation as a Service.

Javier Civit-Masot, Francisco Luna-Perejón, Lourdes Duran-Lopez, Juan Pedro Dominguez-Morales, Saturnino Vicente Diaz, Alejandro Linares-Barranco, Antón Civit

Proceedings of the 11th International Joint Conference on Computational Intelligence, 2019

Glioma Diagnosis Aid through CNNs and Fuzzy-C Means for MRI.

Isabel Amaya-Rodriguez, Lourdes Duran-Lopez, Francisco Luna-Perejon, Javier Civit-Masot, Juan Pedro Dominguez-Morales, Saturnino Vicente, Antón Civit, Daniel Cascado Caballero, Alejandro Linares-Barranco

Proceedings of the 11th International Joint Conference on Computational Intelligence, 2019

An Automated Fall Detection System Using Recurrent Neural Networks.

Francisco Luna-Perejón, Javier Civit-Masot, Isabel Amaya-Rodriguez, Lourdes Duran-Lopez, Juan Pedro Dominguez-Morales, Antón Civit Balcells, Alejandro Linares-Barranco

Proceedings of the Artificial Intelligence in Medicine, 2019