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2020 – today
- 2025
[j11]Luis Sánchez-Moreno, A. Perez-Peña, Lourdes Duran-Lopez, Juan Pedro Dominguez-Morales
:
Ensemble-based Convolutional Neural Networks for brain tumor classification in MRI: Enhancing accuracy and interpretability using explainable AI. Comput. Biol. Medicine 195: 110555 (2025)- [j10]Juan Pedro Dominguez-Morales, Juan-Carlos Hernández-Rodríguez, Lourdes Duran-Lopez, Julián Conejo-Mir, José-Juan Pereyra-Rodriguez:
Melanoma Breslow Thickness Classification Using Ensemble-Based Knowledge Distillation With Semi-Supervised Convolutional Neural Networks. IEEE J. Biomed. Health Informatics 29(1): 443-455 (2025) - 2024
- [j9]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: 103191 (2024) - 2023
- [j8]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): 29604-29619 (2023) - [j7]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: 106856 (2023) - [j6]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): 1281-1292 (2023) - 2021
- [j5]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: 104743 (2021) - [j4]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: 172-175 (2021) - [j3]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): 1122 (2021) - [j2]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): 2975 (2021) - [p1]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:
ResNet. Computer-Aided Analysis of Gastrointestinal Videos 2021: 99-114 - [i1]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 abs/2105.09974 (2021) - 2020
- [j1]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: 128613-128628 (2020)
2010 – 2019
- 2019
- [c7]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: 36-41 - [c6]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: 444-448 - [c5]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: 516-521 - [c4]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: 528-535 - [c3]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: 536-541 - [c2]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: 542-547 - [c1]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: 626-631
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