Directorio
LOURDES DURAN LOPEZ
Categoría
Profesor Ayudante Doctor
Contacto
Correo electrónico
Departamento
Área
Arquitectura y Tecnología de Computadores
Docencia
Asignaturas que imparte
Investigación
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.
Estimación de distancias mediante un sistema de estéreo-visión basado en retinas DVS. Pág. 135-141. 3ciencias. 3ciencias. 2018.
Asistencia a congresos
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
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
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
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
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
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
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
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.
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.
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.
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.
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.
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.
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.
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.
Implementing a distance estimator for a wildlife tracking system based on 802.15.4. Electronics. 2019. Vol: 8. Núm: 12. 10.3390/electronics8121438.
