Spatio-spectral classification of hyperspectral images for brain cancer detection during surgical operations
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
Published in PloS one (19.03.2018)
Published in PloS one (19.03.2018)
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Journal Article
Deep Learning-Based Framework for In Vivo Identification of Glioblastoma Tumor using Hyperspectral Images of Human Brain
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
Published in Sensors (Basel, Switzerland) (22.02.2019)
Published in Sensors (Basel, Switzerland) (22.02.2019)
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Journal Article
Most Relevant Spectral Bands Identification for Brain Cancer Detection Using Hyperspectral Imaging
Martinez, Beatriz, Leon, Raquel, Fabelo, Himar, Ortega, Samuel, Piñeiro, Juan F, Szolna, Adam, Hernandez, Maria, Espino, Carlos, J O'Shanahan, Aruma, Carrera, David, Bisshopp, Sara, Sosa, Coralia, Marquez, Mariano, Camacho, Rafael, Plaza, Maria de la Luz, Morera, Jesus, M Callico, Gustavo
Published in Sensors (Basel, Switzerland) (12.12.2019)
Published in Sensors (Basel, Switzerland) (12.12.2019)
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Journal Article
Non-Invasive Skin Cancer Diagnosis Using Hyperspectral Imaging for In-Situ Clinical Support
Leon, Raquel, Martinez-Vega, Beatriz, Fabelo, Himar, Ortega, Samuel, Melian, Veronica, Castaño, Irene, Carretero, Gregorio, Almeida, Pablo, Garcia, Aday, Quevedo, Eduardo, Hernandez, Javier A, Clavo, Bernardino, M Callico, Gustavo
Published in Journal of clinical medicine (01.06.2020)
Published in Journal of clinical medicine (01.06.2020)
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Journal Article
Curve-Based Classification Approach for Hyperspectral Dermatologic Data Processing
Uteng, Stig, Quevedo, Eduardo, M Callico, Gustavo, Castaño, Irene, Carretero, Gregorio, Almeida, Pablo, Garcia, Aday, A Hernandez, Javier, Godtliebsen, Fred
Published in Sensors (Basel, Switzerland) (20.01.2021)
Published in Sensors (Basel, Switzerland) (20.01.2021)
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Journal Article
Accelerating the K-Nearest Neighbors Filtering Algorithm to Optimize the Real-Time Classification of Human Brain Tumor in Hyperspectral Images
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
Published in Sensors (Basel, Switzerland) (17.07.2018)
Published in Sensors (Basel, Switzerland) (17.07.2018)
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Journal Article
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
Published in Sensors (Basel, Switzerland) (01.08.2022)
Published in Sensors (Basel, Switzerland) (01.08.2022)
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Journal Article
In-Vivo Hyperspectral Human Brain Image Database for Brain Cancer Detection
Fabelo, Himar, Ortega, Samuel, Szolna, Adam, Bulters, Diederik, Pineiro, Juan F., Kabwama, Silvester, J-O'Shanahan, Aruma, Bulstrode, Harry, Bisshopp, Sara, Kiran, B. Ravi, Ravi, Daniele, Lazcano, Raquel, Madronal, Daniel, Sosa, Coralia, Espino, Carlos, Marquez, Mariano, De La Luz Plaza, Maria, Camacho, Rafael, Carrera, David, Hernandez, Maria, Callico, Gustavo M., Morera Molina, Jesus, Stanciulescu, Bogdan, Yang, Guang-Zhong, Salvador Perea, Ruben, Juarez, Eduardo, Sanz, Cesar, Sarmiento, Roberto
Published in IEEE access (2019)
Published in IEEE access (2019)
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Journal Article
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
Published in Sensors (Basel, Switzerland) (18.11.2022)
Published in Sensors (Basel, Switzerland) (18.11.2022)
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Journal Article
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.
Published in Scientific reports (04.10.2021)
Published in Scientific reports (04.10.2021)
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Journal Article
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
Published in Sensors (Basel, Switzerland) (21.09.2022)
Published in Sensors (Basel, Switzerland) (21.09.2022)
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Journal Article
Performance Evaluation of Deep Learning Models for Image Classification Over Small Datasets: Diabetic Foot Case Study
Hernandez-Guedes, Abian, Santana-Perez, Idafen, Arteaga-Marrero, Natalia, Fabelo, Himar, Callico, Gustavo M., Ruiz-Alzola, Juan
Published in IEEE access (2022)
Published in IEEE access (2022)
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Journal Article
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
Published in Sensors (Basel, Switzerland) (10.03.2022)
Published in Sensors (Basel, Switzerland) (10.03.2022)
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Journal Article
SVM Optimization for Brain Tumor Identification Using Infrared Spectroscopic Samples
Fabelo, Himar, Ortega, Samuel, Casselden, Elizabeth, Loh, Jane, Bulstrode, Harry, Zolnourian, Ardalan, Grundy, Paul, Callico, Gustavo M, Bulters, Diederik, Sarmiento, Roberto
Published in Sensors (Basel, Switzerland) (18.12.2018)
Published in Sensors (Basel, Switzerland) (18.12.2018)
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Journal Article
Towards Real-Time Computing of Intraoperative Hyperspectral Imaging for Brain Cancer Detection Using Multi-GPU Platforms
Florimbi, Giordana, Fabelo, Himar, Torti, Emanuele, Ortega, Samuel, Marrero-Martin, Margarita, Callico, Gustavo M., Danese, Giovanni, Leporati, Francesco
Published in IEEE access (2020)
Published in IEEE access (2020)
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Journal Article
Quality, Usability, and Effectiveness of mHealth Apps and the Role of Artificial Intelligence: Current Scenario and Challenges
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
Published in Journal of medical Internet research (04.05.2023)
Published in Journal of medical Internet research (04.05.2023)
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