Blar i NOFIMA vitenarkiv på forfatter "Leon, Raquel"
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Deep Convolutional Generative Adversarial Networks to Enhance Artificial Intelligence in Healthcare: A Skin Cancer Application
La Salvia, Marco; Torti, Emanuele; Leon, Raquel; Fabelo, Himar; Ortega, Samuel; Martinez-Vega, Beatriz; Callico, Gustavo M.; Leporati, Francesco (Peer reviewed; Journal article, 2022)In recent years, researchers designed several artificial intelligence solutions for healthcare applications, which usually evolved into functional solutions for clinical practice. Furthermore, deep learning (DL) methods ... -
Hyperspectral imaging benchmark based on machine learning for intraoperative brain tumour detection
Leon, Raquel; Fabelo, Himar; Ortega, Samuel; Cruz-Guerrero, Ines A.; Campos-Delgado, Daniel Ulises; Szolna, Adam; Piñeiro, Juan F.; Espino, Carlos; O’Shanahan, Aruma J.; Hernandez, Maria; Carrera, David; Bisshopp, Sara; Sosa, Coralia; Balea-Fernandez, Francisco J.; Morera, Jesus; Clavo, Bernardino; Callico, Gustavo M. (Peer reviewed; Journal article, 2023) -
Laboratory Hyperspectral Image Acquisition System Setup and Validation
Morales, Alejandro; Horstrand, Pablo; Guerra, Raúl; Leon, Raquel; Ortega, Samuel; Díaz, María; Melián, José M.; López, Sebastián; López, José F.; Callico, Gustavo M.; Martel, Ernestina; Sarmiento, Roberto (Peer reviewed; Journal article, 2022)Hyperspectral Imaging (HSI) techniques have demonstrated potential to provide useful information in a broad set of applications in different domains, from precision agriculture to environmental science. A first step in the ... -
Neural Networks-Based On-Site Dermatologic Diagnosis through Hyperspectral Epidermal Images
La Salvia, Marco; Torti, Emanuele; Leon, Raquel; Fabelo, Himar; Ortega, Samuel; Balea-Fernandez, Francisco; Martinez-Vega, Beatriz; Castaño, Irene; Almeida, Pablo; Carretero, Gregorio; Hernandez, Javier A.; Callico, Gustavo M.; Leporati, Francesco (Peer reviewed; Journal article, 2022)Cancer originates from the uncontrolled growth of healthy cells into a mass. Chromophores, such as hemoglobin and melanin, characterize skin spectral properties, allowing the classification of lesions into different ... -
VNIR–NIR hyperspectral imaging fusion targeting intraoperative brain cancer detection
Leon, Raquel; Fabelo, Himar; Ortega, Samuel; Piñeiro, Juan F.; Szolna, Adam; Hernandez, Maria; Espino, Carlos; O'Shanahan, Aruma J.; Carrera, David; Bisshopp, Sara; Sosa, Coralia; Marquez, Mariano; Morera, Jesus; Clavo, Bernardino; Callico, Gustavo M. (Peer reviewed; Journal article, 2021)