Lourdes Duran-Lopez

20 papers B 1C 5Journal 12Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Ensemble-based Convolutional Neural Networks for brain tumor classification in MRI: Enhancing accuracy and interpretability using explainable AI.
Comput. Biol. Medicine
Luis Sánchez-Moreno, A. Pérez-Peña, Lourdes Duran-Lopez, Juan Pedro Dominguez-Morales
2025 J jnl
Melanoma Breslow Thickness Classification Using Ensemble-Based Knowledge Distillation With Semi-Supervised Convolutional Neural Networks.
IEEE J. Biomed. Health Informatics
Juan Pedro Dominguez-Morales, Juan-Carlos Hernández-Rodríguez, Lourdes Duran-Lopez, Julián Conejo-Mir, José-Juan Pereyra-Rodriguez
2024 J jnl
A systematic comparison of deep learning methods for Gleason grading and scoring.
Medical Image Anal.
Juan Pedro Dominguez-Morales, Lourdes Duran-Lopez, Niccolò Marini, Saturnino Vicente Diaz, Alejandro Linares-Barranco, Manfredo Atzori, Henning Müller
2023 J jnl
A comparative study of the inter-observer variability on Gleason grading against Deep Learning-based approaches for prostate cancer.
Comput. Biol. Medicine
José M. Marrón-Esquivel, Lourdes Duran-Lopez, Alejandro Linares-Barranco, Juan Pedro Dominguez-Morales
2023 J jnl
A systematic comparison of different machine learning models for the spatial estimation of air pollution.
Appl. Intell.
Elena Cerezuela-Escudero, Juan Manuel Montes-Sanchez, Juan Pedro Dominguez-Morales, Lourdes Duran-Lopez, Gabriel Jiménez-Moreno
2023 J jnl
Interfacing PDM MEMS Microphones with PFM Spiking Systems: Application for Neuromorphic Auditory Sensors.
Neural Process. Lett.
Daniel Gutierrez-Galan, Antonio Rios-Navarro, Juan Pedro Dominguez-Morales, Lourdes Duran-Lopez, Gabriel Jiménez-Moreno, Angel Jiménez-Fernandez
2021 J jnl
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.
Sensors
Lourdes Duran-Lopez, Juan Pedro Dominguez-Morales, Antonio Rios-Navarro, Daniel Gutierrez-Galan, Angel Jiménez-Fernandez, Saturnino Vicente Diaz, Alejandro Linares-Barranco
2021 — ch.
ResNet.
Computer-Aided Analysis of Gastrointestinal Videos
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
2021 J jnl
Wide & Deep neural network model for patch aggregation in CNN-based prostate cancer detection systems.
Comput. Biol. Medicine
Lourdes Duran-Lopez, Juan Pedro Dominguez-Morales, Daniel Gutierrez-Galan, Antonio Rios-Navarro, Angel Jiménez-Fernandez, Saturnino Vicente Diaz, Alejandro Linares-Barranco
2021 J jnl
Wide & Deep neural network model for patch aggregation in CNN-based prostate cancer detection systems.
CoRR
Lourdes Duran-Lopez, Juan Pedro Dominguez-Morales, Daniel Gutierrez-Galan, Antonio Rios-Navarro, Angel Jiménez-Fernandez, Saturnino Vicente Diaz, Alejandro Linares-Barranco
2021 J jnl
Wildlife Monitoring on the Edge: A Performance Evaluation of Embedded Neural Networks on Microcontrollers for Animal Behavior Classification.
Sensors
Juan Pedro Dominguez-Morales, Lourdes Duran-Lopez, Daniel Gutierrez-Galan, Antonio Rios-Navarro, Alejandro Linares-Barranco, Angel Jiménez-Fernandez
2021 J jnl
pyNAVIS: An open-source cross-platform software for spike-based neuromorphic audio information processing.
Neurocomputing
Juan Pedro Dominguez-Morales, Daniel Gutierrez-Galan, Antonio Rios-Navarro, Lourdes Duran-Lopez, Manuel Domínguez-Morales, Angel Jiménez-Fernandez
2020 J jnl
PROMETEO: A CNN-Based Computer-Aided Diagnosis System for WSI Prostate Cancer Detection.
IEEE Access
Lourdes Duran-Lopez, Juan Pedro Dominguez-Morales, Antonio Felix Conde-Martin, Saturnino Vicente Diaz, Alejandro Linares-Barranco
2019 C conf
A Low-power, Reachable, Wearable and Intelligent IoT Device for Animal Activity Monitoring.
IJCCI
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
2019 B conf
An Automated Fall Detection System Using Recurrent Neural Networks.
AIME
Francisco Luna-Perejón, Javier Civit-Masot, Isabel Amaya-Rodriguez, Lourdes Duran-Lopez, Juan Pedro Dominguez-Morales, Antón Civit Balcells, Alejandro Linares-Barranco
2019 C conf
Breast Cancer Automatic Diagnosis System using Faster Regional Convolutional Neural Networks.
IJCCI
Lourdes Duran-Lopez, Juan Pedro Dominguez-Morales, Isabel Amaya-Rodriguez, Francisco Luna-Perejon, Javier Civit-Masot, Saturnino Vicente Diaz, Alejandro Linares-Barranco
2019 C conf
Glioma Diagnosis Aid through CNNs and Fuzzy-C Means for MRI.
IJCCI
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
2019 C conf
Multi-dataset Training for Medical Image Segmentation as a Service.
IJCCI
Javier Civit-Masot, Francisco Luna-Perejón, Lourdes Duran-Lopez, Juan Pedro Dominguez-Morales, Saturnino Vicente Diaz, Alejandro Linares-Barranco, Antón Civit
2019 — conf
Polyp Detection in Gastrointestinal Images using Faster Regional Convolutional Neural Network.
VISIGRAPP (4: VISAPP)
Lourdes Duran-Lopez, Francisco Luna-Perejón, Isabel Amaya-Rodriguez, Javier Civit-Masot, Antón Civit Balcells, Saturnino Vicente Diaz, Alejandro Linares-Barranco
2019 C conf
Sampling Frequency Evaluation on Recurrent Neural Networks Architectures for IoT Real-time Fall Detection Devices.
IJCCI
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