In-Vivo and Ex-Vivo Tissue Analysis through Hyperspectral Imaging Techniques: Revealing the Invisible Features of Cancer

por Halicek, Martin, Fabelo, Himar, Ortega, Samuel, Callico, Gustavo M., Fei, Baowei
Publicado 2019

Use of Hyperspectral/Multispectral Imaging in Gastroenterology. Shedding Some–Different–Light into the Dark

por Ortega, Samuel, Fabelo, Himar, Iakovidis, Dimitris K., Koulaouzidis, Anastasios, Callico, Gustavo M.
Publicado 2019

Feature Ranking by Variational Dropout for Classification Using Thermograms from Diabetic Foot Ulcers

por Hernandez-Guedes, Abian, Arteaga-Marrero, Natalia, Villa, Enrique, Callico, Gustavo M., Ruiz-Alzola, Juan
Publicado 2023

Deep Convolutional Generative Adversarial Networks to Enhance Artificial Intelligence in Healthcare: A Skin Cancer Application

por La Salvia, Marco, Torti, Emanuele, Leon, Raquel, Fabelo, Himar, Ortega, Samuel, Martinez-Vega, Beatriz, Callico, Gustavo M., Leporati, Francesco
Publicado 2022

Evaluation of Preprocessing Methods on Independent Medical Hyperspectral Databases to Improve Analysis

por 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
Publicado 2022

Laboratory Hyperspectral Image Acquisition System Setup and Validation

por 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
Publicado 2022

Accelerating the K-Nearest Neighbors Filtering Algorithm to Optimize the Real-Time Classification of Human Brain Tumor in Hyperspectral Images

por Florimbi, Giordana, Fabelo, Himar, Torti, Emanuele, Lazcano, Raquel, Madroñal, Daniel, Ortega, Samuel, Salvador, Ruben, Leporati, Francesco, Danese, Giovanni, Báez-Quevedo, Abelardo, Callicó, Gustavo M., Juárez, Eduardo, Sanz, César, Sarmiento, Roberto
Publicado 2018

Neural Networks-Based On-Site Dermatologic Diagnosis through Hyperspectral Epidermal Images

por 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
Publicado 2022

VNIR–NIR hyperspectral imaging fusion targeting intraoperative brain cancer detection

por 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.
Publicado 2021

Quality, Usability, and Effectiveness of mHealth Apps and the Role of Artificial Intelligence: Current Scenario and Challenges

por Deniz-Garcia, Alejandro, Fabelo, Himar, Rodriguez-Almeida, Antonio J, Zamora-Zamorano, Garlene, Castro-Fernandez, Maria, Alberiche Ruano, Maria del Pino, Solvoll, Terje, Granja, Conceição, Schopf, Thomas Roger, Callico, Gustavo M, Soguero-Ruiz, Cristina, Wägner, Ana M
Publicado 2023

Deep Learning-Based Framework for In Vivo Identification of Glioblastoma Tumor using Hyperspectral Images of Human Brain

por Fabelo, Himar, Halicek, Martin, Ortega, Samuel, Shahedi, Maysam, Szolna, Adam, Piñeiro, Juan F., Sosa, Coralia, O’Shanahan, Aruma J., Bisshopp, Sara, Espino, Carlos, Márquez, Mariano, Hernández, María, Carrera, David, Morera, Jesús, Callico, Gustavo M., Sarmiento, Roberto, Fei, Baowei
Publicado 2019

Hyperspectral imaging benchmark based on machine learning for intraoperative brain tumour detection

por 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.
Publicado 2023

Spatio-spectral classification of hyperspectral images for brain cancer detection during surgical operations

por Fabelo, Himar, Ortega, Samuel, Ravi, Daniele, Kiran, B. Ravi, Sosa, Coralia, Bulters, Diederik, Callicó, Gustavo M., Bulstrode, Harry, Szolna, Adam, Piñeiro, Juan F., Kabwama, Silvester, Madroñal, Daniel, Lazcano, Raquel, J-O’Shanahan, Aruma, Bisshopp, Sara, Hernández, María, Báez, Abelardo, Yang, Guang-Zhong, Stanciulescu, Bogdan, Salvador, Rubén, Juárez, Eduardo, Sarmiento, Roberto
Publicado 2018