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 (AIME, 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 (IJCCI, 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 (IJCCI, 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 (IJCCI, 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 (IJCCI, 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 (IJCCI, 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 (VISIGRAPP (4: VISAPP), 2019)

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)

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 (Computer-Aided Analysis of Gastrointestinal Videos, 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)

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)

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)

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)

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., 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, 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., 2023)

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)

Ensemble-based Convolutional Neural Networks for brain tumor classification in MRI: Enhancing accuracy and interpretability using explainable AI. - Luis Sánchez-Moreno; A. Perez-Peña; Lourdes Duran-Lopez; Juan Pedro Dominguez-Morales (Comput. Biol. Medicine, 2025)

Melanoma Breslow Thickness Classification Using Ensemble-Based Knowledge Distillation With Semi-Supervised Convolutional Neural Networks. - Juan Pedro Dominguez-Morales; Juan-Carlos Hernández-Rodríguez; Lourdes Duran-Lopez; Julián Conejo-Mir; José-Juan Pereyra-Rodriguez (IEEE J. Biomed. Health Informatics, 2025)