Improving detection of asphalt distresses with deep learning-based diffusion model for intelligent road maintenance
Cano-Ortiz, Saúl, Lloret Iglesias, Lara, Martinez Ruiz del Árbol, Pablo, Castro-Fresno, Daniel
Published in Developments in the built environment (01.03.2024)
Published in Developments in the built environment (01.03.2024)
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Journal Article
Enhancing pavement crack segmentation via semantic diffusion synthesis model for strategic road assessment
Cano-Ortiz, Saúl, Sainz-Ortiz, Eugenio, Lloret Iglesias, Lara, Martínez Ruiz del Árbol, Pablo, Castro-Fresno, Daniel
Published in Results in engineering (01.09.2024)
Published in Results in engineering (01.09.2024)
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Journal Article
Artificial intelligence to estimate wine volume from single-view images
Cobo, Miriam, Heredia, Ignacio, Aguilar, Fernando, Lloret Iglesias, Lara, García, Daniel, Bartolomé, Begoña, Moreno-Arribas, M. Victoria, Yuste, Silvia, Pérez-Matute, Patricia, Motilva, Maria-Jose
Published in Heliyon (01.09.2022)
Published in Heliyon (01.09.2022)
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Journal Article
Open data provenance and reproducibility: a case study from publishing CMS open data
Šimko, Tibor, de Bittencourt, Heitor Pascoal, Carrera, Edgar, Delgado Lopez, Diyaselis, Lange, Clemens, Lassila-Perini, Kati, Lintuluoto, Adelina, Lloret Iglesias, Lara, McCauley, Thomas, Okraska, Jan, Prelipcean, Daniel, Savaniakas, Mantas
Published in EPJ Web of Conferences (2020)
Published in EPJ Web of Conferences (2020)
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Journal Article
Conference Proceeding
Open is not enough
Chen, Xiaoli, Dallmeier-Tiessen, Sünje, Dasler, Robin, Feger, Sebastian, Fokianos, Pamfilos, Gonzalez, Jose Benito, Hirvonsalo, Harri, Kousidis, Dinos, Lavasa, Artemis, Mele, Salvatore, Rodriguez, Diego Rodriguez, Šimko, Tibor, Smith, Tim, Trisovic, Ana, Trzcinska, Anna, Tsanaktsidis, Ioannis, Zimmermann, Markus, Cranmer, Kyle, Heinrich, Lukas, Watts, Gordon, Hildreth, Michael, Lloret Iglesias, Lara, Lassila-Perini, Kati, Neubert, Sebastian
Published in Nature physics (01.02.2019)
Published in Nature physics (01.02.2019)
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Journal Article
An end-to-end computer vision system based on deep learning for pavement distress detection and quantification
Cano-Ortiz, Saúl, Lloret Iglesias, Lara, Martinez Ruiz del Árbol, Pablo, Lastra-González, Pedro, Castro-Fresno, Daniel
Published in Construction & building materials (16.02.2024)
Published in Construction & building materials (16.02.2024)
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Journal Article
Novel deep learning method for coronary artery tortuosity detection through coronary angiography
Cobo, Miriam, Pérez-Rojas, Francisco, Gutiérrez-Rodríguez, Constanza, Heredia, Ignacio, Maragaño-Lizama, Patricio, Yung-Manriquez, Francisca, Lloret Iglesias, Lara, Vega, José A
Published in Scientific reports (10.07.2023)
Published in Scientific reports (10.07.2023)
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Journal Article
A retrospective study of deep learning generalization across two centers and multiple models of X-ray devices using COVID-19 chest-X rays
Fernández-Miranda, Pablo Menéndez, Fraguela, Enrique Marqués, de Linera-Alperi, Marta Álvarez, Cobo, Miriam, del Barrio, Amaia Pérez, González, David Rodríguez, Vega, José A., Iglesias, Lara Lloret
Published in Scientific reports (25.06.2024)
Published in Scientific reports (25.06.2024)
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Journal Article
Publisher Correction: Novel deep learning method for coronary artery tortuosity detection through coronary angiography
Cobo, Miriam, Pérez-Rojas, Francisco, Gutiérrez-Rodríguez, Constanza, Heredia, Ignacio, Maragaño-Lizama, Patricio, Yung-Manriquez, Francisca, Iglesias, Lara Lloret, Vega, José A
Published in Scientific reports (25.07.2023)
Published in Scientific reports (25.07.2023)
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Journal Article
A Cloud-Based Framework for Machine Learning Workloads and Applications
Lopez Garcia, Alvaro, De Lucas, Jesus Marco, Antonacci, Marica, Zu Castell, Wolfgang, David, Mario, Hardt, Marcus, Lloret Iglesias, Lara, Molto, Germen, Plociennik, Marcin, Tran, Viet, Alic, Andy S., Caballer, Miguel, Plasencia, Isabel Campos, Costantini, Alessandro, Dlugolinsky, Stefan, Duma, Doina Cristina, Donvito, Giacinto, Gomes, Jorge, Heredia Cacha, Ignacio, Ito, Keiichi, Kozlov, Valentin Y., Nguyen, Giang, Orviz Fernandez, Pablo, Sustr, Zdenek, Wolniewicz, Pawel
Published in IEEE access (2020)
Published in IEEE access (2020)
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Journal Article
A deep learning model for prognosis prediction after intracranial hemorrhage
Pérez del Barrio, Amaia, Esteve Domínguez, Anna Salut, Menéndez Fernández‐Miranda, Pablo, Sanz Bellón, Pablo, Rodríguez González, David, Lloret Iglesias, Lara, Marqués Fraguela, Enrique, González Mandly, Andrés A., Vega, José A.
Published in Journal of neuroimaging (01.03.2023)
Published in Journal of neuroimaging (01.03.2023)
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Journal Article
Publisher Correction: Open is not enough
Chen, Xiaoli, Dallmeier-Tiessen, Sünje, Dasler, Robin, Feger, Sebastian, Fokianos, Pamfilos, Gonzalez, Jose Benito, Hirvonsalo, Harri, Kousidis, Dinos, Lavasa, Artemis, Mele, Salvatore, Rodriguez, Diego Rodriguez, Šimko, Tibor, Smith, Tim, Trisovic, Ana, Trzcinska, Anna, Tsanaktsidis, Ioannis, Zimmermann, Markus, Cranmer, Kyle, Heinrich, Lukas, Watts, Gordon, Hildreth, Michael, Iglesias, Lara Lloret, Lassila-Perini, Kati, Neubert, Sebastian
Published in Nature physics (01.02.2019)
Published in Nature physics (01.02.2019)
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Journal Article
A primer on deep learning and convolutional neural networks for clinicians
Iglesias, Lara Lloret, Bellón, Pablo Sanz, del Barrio, Amaia Pérez, Fernández-Miranda, Pablo Menéndez, González, David Rodríguez, Vega, José A., Mandly, Andrés A. González, Blanco, José A. Parra
Published in Insights into imaging (12.08.2021)
Published in Insights into imaging (12.08.2021)
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Journal Article
Novel digital-based approach for evaluating wine components’ intake: A deep learning model to determine red wine volume in a glass from single-view images
Cobo, Miriam, Relaño de la Guía, Edgard, Heredia, Ignacio, Aguilar, Fernando, Lloret-Iglesias, Lara, García, Daniel, Yuste, Silvia, Recio-Fernández, Emma, Pérez-Matute, Patricia, Motilva, M. José, Moreno-Arribas, M. Victoria, Bartolomé, Begoña
Published in Heliyon (15.08.2024)
Published in Heliyon (15.08.2024)
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Journal Article
Implementing engrams from a machine learning perspective: XOR as a basic motif
Marco de Lucas, Jesus, Maria Peña Fernandez, Lara Lloret Iglesias
Published in arXiv.org (14.06.2024)
Published in arXiv.org (14.06.2024)
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Journal Article
Multi-task Learning Approach for Intracranial Hemorrhage Prognosis
Cobo, Miriam, Amaia Pérez del Barrio, Pablo Menéndez Fernández-Miranda, Pablo Sanz Bellón, Lara Lloret Iglesias, Wilson, Silva
Published in arXiv.org (04.09.2024)
Published in arXiv.org (04.09.2024)
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Journal Article