Lourdes Duran-Lopez

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 17

Top Topics

Medical Image Segmentation

Prostate Cancer

Top Venues

Comput. Biol. Medicine

Publications

Juan Pedro Dominguez-Morales, Lourdes Duran-Lopez, Niccolò Marini, Saturnino Vicente Diaz, Alejandro Linares-Barranco, Manfredo Atzori, Henning Müller
A systematic comparison of deep learning methods for Gleason grading and scoring. Medical Image Anal. 95 (2024)
Elena Cerezuela-Escudero, Juan Manuel Montes-Sanchez, Juan Pedro Dominguez-Morales, Lourdes Duran-Lopez, Gabriel Jiménez-Moreno
A systematic comparison of different machine learning models for the spatial estimation of air pollution. Appl. Intell. 53 (24) (2023)
Daniel Gutierrez-Galan, Antonio Rios-Navarro, Juan Pedro Dominguez-Morales, Lourdes Duran-Lopez, Gabriel Jiménez-Moreno, Angel Jiménez-Fernandez
Interfacing PDM MEMS Microphones with PFM Spiking Systems: Application for Neuromorphic Auditory Sensors. Neural Process. Lett. 55 (2) (2023)
José M. Marrón-Esquivel, Lourdes Duran-Lopez, Alejandro Linares-Barranco, Juan Pedro Dominguez-Morales
A comparative study of the inter-observer variability on Gleason grading against Deep Learning-based approaches for prostate cancer. Comput. Biol. Medicine 159 (2023)
Lourdes Duran-Lopez, Juan Pedro Dominguez-Morales, Daniel Gutierrez-Galan, Antonio Rios-Navarro, Angel Jiménez-Fernandez, Saturnino Vicente Diaz, Alejandro Linares-Barranco
Wide & Deep neural network model for patch aggregation in CNN-based prostate cancer detection systems. Comput. Biol. Medicine 136 (2021)
Juan Pedro Dominguez-Morales, Lourdes Duran-Lopez, Daniel Gutierrez-Galan, Antonio Rios-Navarro, Alejandro Linares-Barranco, Angel Jiménez-Fernandez
Wildlife Monitoring on the Edge: A Performance Evaluation of Embedded Neural Networks on Microcontrollers for Animal Behavior Classification. Sensors 21 (9) (2021)
Lourdes Duran-Lopez, Juan Pedro Dominguez-Morales, Antonio Rios-Navarro, Daniel Gutierrez-Galan, Angel Jiménez-Fernandez, Saturnino Vicente Diaz, Alejandro Linares-Barranco
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 21 (4) (2021)
Juan Pedro Dominguez-Morales, Daniel Gutierrez-Galan, Antonio Rios-Navarro, Lourdes Duran-Lopez, Manuel Domínguez-Morales, Angel Jiménez-Fernandez
pyNAVIS: An open-source cross-platform software for spike-based neuromorphic audio information processing. Neurocomputing 449 (2021)
Lourdes Duran-Lopez, Juan Pedro Dominguez-Morales, Daniel Gutierrez-Galan, Antonio Rios-Navarro, Angel Jiménez-Fernandez, Saturnino Vicente Diaz, Alejandro Linares-Barranco
Wide & Deep neural network model for patch aggregation in CNN-based prostate cancer detection systems. CoRR (2021)
Lourdes Duran-Lopez, Juan Pedro Dominguez-Morales, Antonio Felix Conde-Martin, Saturnino Vicente Diaz, Alejandro Linares-Barranco
PROMETEO: A CNN-Based Computer-Aided Diagnosis System for WSI Prostate Cancer Detection. IEEE Access 8 (2020)
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
Sampling Frequency Evaluation on Recurrent Neural Networks Architectures for IoT Real-time Fall Detection Devices. IJCCI (2019)
Javier Civit-Masot, Francisco Luna-Perejón, Lourdes Duran-Lopez, Juan Pedro Dominguez-Morales, Saturnino Vicente Diaz, Alejandro Linares-Barranco, Antón Civit
Multi-dataset Training for Medical Image Segmentation as a Service. IJCCI (2019)
Lourdes Duran-Lopez, Francisco Luna-Perejón, Isabel Amaya-Rodriguez, Javier Civit-Masot, Antón Civit Balcells, Saturnino Vicente Diaz, Alejandro Linares-Barranco
Polyp Detection in Gastrointestinal Images using Faster Regional Convolutional Neural Network. VISIGRAPP (4: VISAPP) (2019)
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
A Low-power, Reachable, Wearable and Intelligent IoT Device for Animal Activity Monitoring. IJCCI (2019)
Lourdes Duran-Lopez, Juan Pedro Dominguez-Morales, Isabel Amaya-Rodriguez, Francisco Luna-Perejon, Javier Civit-Masot, Saturnino Vicente Diaz, Alejandro Linares-Barranco
Breast Cancer Automatic Diagnosis System using Faster Regional Convolutional Neural Networks. IJCCI (2019)
Francisco Luna-Perejón, Javier Civit-Masot, Isabel Amaya-Rodriguez, Lourdes Duran-Lopez, Juan Pedro Dominguez-Morales, Antón Civit Balcells, Alejandro Linares-Barranco
An Automated Fall Detection System Using Recurrent Neural Networks. AIME (2019)
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
Glioma Diagnosis Aid through CNNs and Fuzzy-C Means for MRI. IJCCI (2019)