Blar i NOFIMA vitenarkiv på forfatter "Callico, Gustavo M."
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Blur-specific image quality assessment of microscopic hyperspectral images
Quintana, Laura; Ortega, Samuel; Fabelo, Himar; Balea-Fernández, Francisco J.; Callico, Gustavo M. (Peer reviewed; Journal article, 2023)Hyperspectral (HS) imaging (HSI) expands the number of channels captured within the electromagnetic spectrum with respect to regular imaging. Thus, microscopic HSI can improve cancer diagnosis by automatic classification ... -
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 ... -
Evaluation of Preprocessing Methods on Independent Medical Hyperspectral Databases to Improve Analysis
Martinez-Vega, Beatriz; Tkachenko, Mariia; Matkabi, Marianne; Ortega, Samuel; Fabelo, Himar; Balea-Fernandez, Francisco; La Salvia, Marco; Torti, Emanuele; Leporati, Francesco; Callico, Gustavo M.; Chalopin, Claire (Peer reviewed; Journal article, 2022)Currently, one of the most common causes of death worldwide is cancer. The development of innovative methods to support the early and accurate detection of cancers is required to increase the recovery rate of patients. ... -
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)