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Beatriz Martinez-Vega
Beatriz Martinez-Vega
IUMA
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Non-invasive skin cancer diagnosis using hyperspectral imaging for in-situ clinical support
R Leon, B Martinez-Vega, H Fabelo, S Ortega, V Melian, I Castaño, ...
Journal of clinical medicine 9 (6), 1662, 2020
1092020
Most relevant spectral bands identification for brain cancer detection using hyperspectral imaging
B Martinez, R Leon, H Fabelo, S Ortega, JF Piñeiro, A Szolna, ...
Sensors 19 (24), 5481, 2019
572019
Dermatologic hyperspectral imaging system for skin cancer diagnosis assistance
H Fabelo, V Melián, B Martínez, P Beltrán, S Ortega, M Marrero, ...
2019 XXXIV Conference on Design of Circuits and Integrated Systems (DCIS), 1-6, 2019
312019
Parallel classification pipelines for skin cancer detection exploiting hyperspectral imaging on hybrid systems
E Torti, R Leon, M La Salvia, G Florimbi, B Martinez-Vega, H Fabelo, ...
Electronics 9 (9), 1503, 2020
292020
Deep convolutional generative adversarial networks to enhance artificial intelligence in healthcare: a skin cancer application
M La Salvia, E Torti, R Leon, H Fabelo, S Ortega, B Martinez-Vega, ...
Sensors 22 (16), 6145, 2022
272022
Neural networks-based on-site dermatologic diagnosis through hyperspectral epidermal images
M La Salvia, E Torti, R Leon, H Fabelo, S Ortega, F Balea-Fernandez, ...
Sensors 22 (19), 7139, 2022
152022
Evaluation of preprocessing methods on independent medical hyperspectral databases to improve analysis
B Martinez-Vega, M Tkachenko, M Matkabi, S Ortega, H Fabelo, ...
Sensors 22 (22), 8917, 2022
142022
Analysis of risk factors in dementia through machine learning
FJ Balea-Fernandez, B Martinez-Vega, S Ortega, H Fabelo, R Leon, ...
Journal of Alzheimer's Disease 79 (2), 845-861, 2021
92021
Oxygen Saturation Measurement using Hyperspectral Imaging targeting Real-Time Monitoring
B Martinez-Vega, R Leon, H Fabelo, S Ortega, GM Callico, ...
2021 24th Euromicro Conference on Digital System Design (DSD), 480-487, 2021
62021
Machine Learning Performance Trends: A Comparative Study of Independent Hyperspectral Human Brain Cancer Databases
A Martín-Pérez, B Martinez-Vega, M Villa, R Leon, A Martinez de Ternero, ...
Available at SSRN 4898113, 2024
12024
Unifying Heterogeneous Hyperspectral Databases for In-Vivo Human Brain Cancer Classification: Towards Robust Algorithm Development
A Martín-Pérez, B Martinez-Vega, M Villa, R Leon, AM de Ternero, ...
Computer Methods and Programs in Biomedicine Update, 100183, 2025
2025
Analysis of the Behavior of Ozone Therapy in Chemotherapy-Induced Neuropathy Using Hyperspectral Imaging Technology
B Martinez-Vega, R Leon, H Fabelo, S Ortega, E Quevedo, ...
2023 26th Euromicro Conference on Digital System Design (DSD), 500-506, 2023
2023
Hyperspectral Imaging for Major Neurocognitive Disorder Detection in Plasma Samples
R Leon, B Martinez-Vega, H Fabelo, S Ortega, GM Callicó, ...
2020 XXXV Conference on Design of Circuits and Integrated Systems (DCIS), 1-6, 2020
2020
Statistics-based Classification Approach for Hyperspectral Dermatologic Data Processing
B Martinez-Vega, E Quevedo, R Leon, H Fabelo, S Ortega, GM Callico, ...
2020 XXXV Conference on Design of Circuits and Integrated Systems (DCIS), 1-6, 2020
2020
Hyperspectral Imaging for Major Neurocognitive Disorder Detection in Plasma Samples
SR León Martín, B Martínez Vega, HA Fabelo Gómez, S Ortega Sarmiento, ...
Institute of Electrical and Electronics Engineers (IEEE), 2020
2020
Dermatologic Hyperspectral Imaging System for Skin Cancer Diagnosis Assistance
HA Fabelo Gómez, G Carretero, PJ Almeida Martín, LA García Romero, ...
Institute of Electrical and Electronics Engineers (IEEE), 2019
2019
Evaluación De Técnicas De Selección De Bandas En La Clasificación De Imágenes Hiperespectrales De Tumores Cerebrales
B Martínez Vega
2019
Evaluation of band selection techniques in the classification of hyperspectral images of brain tumors
B Martínez Vega
2019
Evaluación de técnicas de reducción dimensional en la clasificación de imágenes hiperespectrales de tumores cerebrales
B Martínez Vega
2018
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학술자료 1–19