Search Results - "Callico, Gustavo" :: K.UTB vyhledávací portál | TBU Library Retrieval Portal

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

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

by 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)

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Hyperspectral and multispectral imaging in digital and computational pathology: a systematic review [Invited]

Hyperspectral and multispectral imaging in digital and computational pathology: a systematic review [Invited]

by Ortega, Samuel, Halicek, Martin, Fabelo, Himar, Callico, Gustavo M, Fei, Baowei
Published in Biomedical optics express (01.06.2020)

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

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

by Halicek, Martin, Fabelo, Himar, Ortega, Samuel, Callico, Gustavo M, Fei, Baowei
Published in Cancers (30.05.2019)

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

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

by 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)

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

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

by 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)

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

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

by Ortega, Samuel, Fabelo, Himar, Iakovidis, Dimitris K, Koulaouzidis, Anastasios, Callico, Gustavo M
Published in Journal of clinical medicine (01.01.2019)

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Most Relevant Spectral Bands Identification for Brain Cancer Detection Using Hyperspectral Imaging

Most Relevant Spectral Bands Identification for Brain Cancer Detection Using Hyperspectral Imaging

by 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)

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Non-Invasive Skin Cancer Diagnosis Using Hyperspectral Imaging for In-Situ Clinical Support

Non-Invasive Skin Cancer Diagnosis Using Hyperspectral Imaging for In-Situ Clinical Support

by 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)

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Curve-Based Classification Approach for Hyperspectral Dermatologic Data Processing

Curve-Based Classification Approach for Hyperspectral Dermatologic Data Processing

by 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)

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Surgical Aid Visualization System for Glioblastoma Tumor Identification based on Deep Learning and In-Vivo Hyperspectral Images of Human Patients

Surgical Aid Visualization System for Glioblastoma Tumor Identification based on Deep Learning and In-Vivo Hyperspectral Images of Human Patients

by Fabelo, Himar, Halicek, Martin, Ortega, Samuel, Szolna, Adam, Morera, Jesus, Sarmiento, Roberto, Callico, Gustavo M, Fei, Baowei
Published in Proceedings of SPIE, the international society for optical engineering (01.02.2019)

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Development of a visible to 1600 nm hyperspectral imaging rigid-scope system using supercontinuum light and an acousto-optic tunable filter

Development of a visible to 1600 nm hyperspectral imaging rigid-scope system using supercontinuum light and an acousto-optic tunable filter

by Takamatsu, Toshihiro, Fukushima, Ryodai, Sato, Kounosuke, Umezawa, Masakazu, Yokota, Hideo, Soga, Kohei, Hernandez-Guedes, Abian, Callico, Gustavo M, Takemura, Hiroshi
Published in Optics express (22.04.2024)

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

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

by 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)

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Conditional generative adversarial network for synthesizing hyperspectral images of breast cancer cells from digitized histology

Conditional generative adversarial network for synthesizing hyperspectral images of breast cancer cells from digitized histology

by Halicek, Martin, Ortega, Samuel, Fabelo, Himar, Lopez, Carlos, Lejaune, Marylene, Callico, Gustavo M, Fei, Baowei
Published in Proceedings of SPIE, the international society for optical engineering (01.02.2020)

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

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

by Hernandez-Guedes, Abian, Arteaga-Marrero, Natalia, Villa, Enrique, Callico, Gustavo M, Ruiz-Alzola, Juan
Published in Sensors (Basel, Switzerland) (09.01.2023)

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Blur-specific image quality assessment of microscopic hyperspectral images

Blur-specific image quality assessment of microscopic hyperspectral images

by Quintana-Quintana, Laura, Ortega, Samuel, Fabelo, Himar, Balea-Fernández, Francisco J, Callico, Gustavo M
Published in Optics express (10.04.2023)

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In-Vivo Hyperspectral Human Brain Image Database for Brain Cancer Detection

In-Vivo Hyperspectral Human Brain Image Database for Brain Cancer Detection

by 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)

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

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

by 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)

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Performance Evaluation of Deep Learning Models for Image Classification Over Small Datasets: Diabetic Foot Case Study

Performance Evaluation of Deep Learning Models for Image Classification Over Small Datasets: Diabetic Foot Case Study

by Hernandez-Guedes, Abian, Santana-Perez, Idafen, Arteaga-Marrero, Natalia, Fabelo, Himar, Callico, Gustavo M., Ruiz-Alzola, Juan
Published in IEEE access (2022)

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Synthetic Patient Data Generation and Evaluation in Disease Prediction Using Small and Imbalanced Datasets

Synthetic Patient Data Generation and Evaluation in Disease Prediction Using Small and Imbalanced Datasets

by Rodriguez-Almeida, Antonio J., Fabelo, Himar, Ortega, Samuel, Deniz, Alejandro, Balea-Fernandez, Francisco J., Quevedo, Eduardo, Soguero-Ruiz, Cristina, Wagner, Ana M., Callico, Gustavo M.
Published in IEEE journal of biomedical and health informatics (01.06.2023)

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SVM Optimization for Brain Tumor Identification Using Infrared Spectroscopic Samples

SVM Optimization for Brain Tumor Identification Using Infrared Spectroscopic Samples

by 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)

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