LOURDES DURAN LOPEZ

Categoría
Profesor Ayudante Doctor

Contacto

Correo electrónico
Área
Arquitectura y Tecnología de Computadores

Investigación

Grupo de investigación

ROBOTICA Y TECNOLOGÍA DE COMPUTADORES (RTCAR)

Proyectos y contratos de investigación

Diagnóstico asistido de señales biomédicas mediante clasificación con Deep-Learning incremental (DAFNE) (US-1381619 - Investigador/a)
Percepción y Cognición Neuromórfica para Actuación Robótica de Alta Velocidad (MINDROB) (PID2019-105556GB-C33 - Investigador/a)

Capítulos en Libros

Domínguez-Morales, Manuel Jesús;Jiménez-Fernández, Ángel Francisco;Cerezuela-Escudero, Elena;Luna, Francisco;Durán, Lourdes;Linares-Barranco, Alejandro:
Estimación de distancias mediante un sistema de estéreo-visión basado en retinas DVS. Pág. 135-141. 3ciencias. 3ciencias. 2018.

Asistencia a congresos

Civit, Javier;Luna, Francisco;Durán, Lourdes;Domínguez-Morales, Juan Pedro;Vicente-Diaz, Saturnino;Linares-Barranco, Alejandro;Civit-Balcells, Antonio Abad:
Multi-dataset Training for Medical Image Segmentation as a Service. Comunicación en congreso. 11th International Conference on Neural Computation Theory and Applications.. Austria / Vienna. 2019
Luna, Francisco;Domínguez-Morales, Manuel Jesús;Civit, Javier;Durán, Lourdes;Muñoz, Luis;Domínguez-Morales, Juan Pedro;Vicente-Diaz, Saturnino;Linares-Barranco, Alejandro;Civit-Balcells, Antonio Abad:
Sampling Frequency Evaluation on Recurrent Neural Networks Architectures for IoT Real-time Fall Detection Devices. Comunicación en congreso. 11th International Conference on Neural Computation Theory and Applications.. Austria / Vienna. 2019
Durán, Lourdes;Domínguez-Morales, Juan Pedro;Luna, Francisco;Civit, Javier;Vicente-Diaz, Saturnino;Linares-Barranco, Alejandro:
Breast Cancer Automatic Diagnosis System using Faster Regional Convolutional Neural Networks. Comunicación en congreso. 11th International Conference on Neural Computation Theory and Applications.. Austria / Vienna. 2019
Luna, Francisco;Durán, Lourdes;Civit, Javier;Domínguez-Morales, Juan Pedro;Vicente-Diaz, Saturnino;Civit-Balcells, Antonio Abad;Cascado-Caballero, Daniel;Linares-Barranco, Alejandro:
Glioma Diagnosis Aid through CNNs and Fuzzy-C Means for MRI. Poster en Congreso. 11th International Conference on Neural Computation Theory and Applications.. Austria / Vienna. 2019
Durán, Lourdes;Luna, Francisco;Amaya-rodríguez, Isabel De Los Reyes;Civit, Javier;Civit-Balcells, Antonio Abad;Vicente-Diaz, Saturnino;Linares-Barranco, Alejandro:
Polyp Detection in Gastrointestinal Images using Faster Regional Convolutional Neural Network. Ponencia en Congreso. Special Session on GastroIntestinal Image Analysis. Prague, Czech Republic. 2019

Artículos publicados

Hernández, Juan Carlos;Durán, Lourdes;Domínguez-Morales, Juan Pedro;Ortiz, Juan;Sanchez-Conejo-Mir, Julian;Pereyra-Rodríguez, José Juan:
Prediction of melanoma Breslow thickness using deep transfer learning algorithms. Clinical and Experimental Dermatology. 2023. 10.1093/ced/llad107.
Durán, Lourdes;Domínguez-Morales, Juan Pedro;Ríos-Navarro, Antonio;Gutierrez-Galan, Daniel;Jiménez-Fernández, Ángel Francisco;Vicente-Diaz, Saturnino;Linares-Barranco, Alejandro:
Performance evaluation of Deep Learning-based prostate cancer screening methods in histopathological images: measuring the impact of the model¿s compl. Sensors. 2021. Vol: 21. Núm: Issue 4,1122. Pág. 1-13. https://doi.org/10.3390/s21041122.
Luna, Francisco;Montes, Juan Manuel;Durán, Lourdes;Vázquez-baeza, Alberto;Beasley-bohórquez, Isabel;Sevillano-Ramos, Jose Luis:
IoT Device for Sitting Posture Classification Using Artificial Neural Networks. Electronics. 2021. 10.3390/electronics10151825.
Durán, Lourdes;Domínguez-Morales, Juan Pedro;Gutierrez-Galan, Daniel;Ríos-Navarro, Antonio;Jiménez-Fernández, Ángel Francisco;Vicente-Diaz, Saturnino;Linares-Barranco, Alejandro:
Wide & Deep neural network model for patch aggregation in CNN-based prostate cancer detection systems. Computers in Biology and Medicine. 2021. Vol: 136. Núm: 104743. https://doi.org/10.1016/j.compbiomed.2021.104743.
Domínguez-Morales, Juan Pedro;Durán, Lourdes;Gutierrez-Galan, Daniel;Ríos-Navarro, Antonio;Linares-Barranco, Alejandro;Jiménez-Fernández, Ángel Francisco:
Wildlife monitoring on the edge: a performance evaluation of embedded neural networks on microcontrollers for animal behavior classification. Sensors. 2021. Vol: 21. Núm: 9. https://doi.org/10.3390/s21092975.
Durán, Lourdes;Domínguez-Morales, Juan Pedro;Corral-Jaime, Jesus;Vicente-Diaz, Saturnino;Linares-Barranco, Alejandro:
COVID-XNet: A Custom Deep Learning System to Diagnose and Locate COVID-19 in Chest X-ray Images. Applied Sciences. 2020. Vol: 10. Núm: 16. Pág. 1-12. https://doi.org/10.3390/app10165683.
Durán, Lourdes;Domínguez-Morales, Juan Pedro;Conde-Martin, Antonio Felix;Vicente-Diaz, Saturnino;Linares-Barranco, Alejandro:
PROMETEO: A CNN-Based Computer-Aided Diagnosis System for WSI Prostate Cancer Detection. IEEE Access. 2020. Vol: 8. Pág. 128613 -128628. https://doi.org/10.1109/ACCESS.2020.3008868.
Cascado-Caballero, Daniel;Durán, Lourdes;Domínguez-Morales, Juan Pedro;Gutierrez-Galan, Daniel;Amaya-Rodriguez, Claudio Antonio;Domínguez-Morales, Manuel Jesús:
Implementing a distance estimator for a wildlife tracking system based on 802.15.4. Electronics. 2019. Vol: 8. Núm: 12. 10.3390/electronics8121438.