Dr. David Bermejo-Peláez Profile

Dr. David Bermejo-Peláez

at Univ Politécnica de Madrid

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Publications (2)

Proceedings Article | 7 April 2023 Poster + Paper

Deep learning-based lung segmentation and automatic regional template in chest x-ray images for pediatric tuberculosis

Daniel Capellán-Martín, Juan Gómez-Valverde, Ramon Sánchez-Jacob, David Bermejo-Peláez, Lara García-Delgado, Elisa López-Varela, Maria Ledesma-Carbayo

Proceedings Volume 12465, 124651W (2023) https://doi.org/10.1117/12.2652626

KEYWORDS: Lung, Image segmentation, Chest imaging, Object detection, Image processing, Deep learning, Artificial intelligence, Medical imaging, Convolutional neural networks, Deep convolutional neural networks, Computer vision technology

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Proceedings Article | 4 April 2022 Poster + Paper

Deep-learning characterization and quantification of COVID-19 pneumonia lesions from chest CT images

D. Bermejo-Peláez, R. San José Estépar, M. Fernández-Velilla, C. Palacios Miras, G. Gallardo Madueño, M. Benegas, M. Luengo-Oroz, J. Sellarés, M. Sánchez, G. Bastarrika, G. Peces Barba, L. Seijo, M. Ledesma-Carbayo

Proceedings Volume 12033, 120331V (2022) https://doi.org/10.1117/12.2613086

KEYWORDS: Computed tomography, Lung, Image segmentation, Visualization, Opacity, Tissues, Artificial intelligence

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