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Raquel Leon
Raquel Leon
Researcher at the Institute for Applied Microelectronics (IUMA), Universidad de Las Palmas de Gran
Dirección de correo verificada de iuma.ulpgc.es
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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
782020
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
422019
VNIR–NIR hyperspectral imaging fusion targeting intraoperative brain cancer detection
R Leon, H Fabelo, S Ortega, JF Pineiro, A Szolna, M Hernandez, ...
Scientific reports 11 (1), 19696, 2021
252021
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
252020
Classification of hyperspectral in vivo brain tissue based on linear unmixing
IA Cruz-Guerrero, R Leon, DU Campos-Delgado, S Ortega, H Fabelo, ...
Applied Sciences 10 (16), 5686, 2020
192020
Parallel implementations assessment of a spatial-spectral classifier for hyperspectral clinical applications
R Lazcano, D Madroñal, G Florimbi, J Sancho, S Sanchez, R Leon, ...
IEEE Access 7, 152316-152333, 2019
182019
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
142022
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
102022
Laboratory hyperspectral image acquisition system setup and validation
A Morales, P Horstrand, R Guerra, R Leon, S Ortega, M Díaz, JM Melián, ...
Sensors 22 (6), 2159, 2022
92022
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
82021
Novel Methodology for Alzheimer's Disease Biomarker Identification in Plasma using Hyperspectral Microscopy
H Fabelo, R Leon, S Ortega, F Balea-Fernandez, C Bilbao, GM Callico, ...
2020 XXXV Conference on Design of Circuits and Integrated Systems (DCIS), 1-6, 2020
82020
Attention-based Skin Cancer Classification Through Hyperspectral Imaging
M La Salvia, E Torti, M Gazzoni, E Marenzi, R Leon, S Ortega, H Fabelo, ...
2022 25th Euromicro Conference on Digital System Design (DSD), 871-876, 2022
62022
Hyperspectral imaging for in-vivo/ex-vivo tissue analysis of human brain cancer
R Leon, SH Gelado, H Fabelo, S Ortega, L Quintana, A Szolna, JF Piñeiro, ...
Medical Imaging 2022: Image-Guided Procedures, Robotic Interventions, and …, 2022
42022
In the use of artificial intelligence and hyperspectral imaging in digital pathology for breast cancer cell identification
L Quintana, S Ortega, R Leon, H Fabelo, FJ Balea-Fernández, E Sauras, ...
Medical Imaging 2022: Digital and Computational Pathology 12039, 73-82, 2022
32022
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
32021
Hyperspectral imaging benchmark based on machine learning for intraoperative brain tumour detection
R Leon, H Fabelo, S Ortega, IA Cruz-Guerrero, DU Campos-Delgado, ...
NPJ Precision Oncology 7 (1), 119, 2023
22023
Hyperspectral imaging acquisition set-up for medical applications
M La Salvia, E Torti, G Lago, R Leon, R Gandolfi, G Silveri, M Rossella, ...
Hyperspectral Imaging and Applications II 12338, 77-90, 2023
22023
Hybrid brain tumor classification scheme of histopathology hyperspectral images using linear unmixing and deep learning
IA Cruz-Guerrero, DU Campos-Delgado, AR Mejia-Rodriguez, R Leon, ...
Available at SSRN 4292742, 0
2
An attention-based parallel algorithm for hyperspectral skin cancer classification on low-power GPUs
E Torti, M Gazzoni, E Marenzi, R Leon, GM Callicò, G Danese, F Leporati
2023 26th Euromicro conference on digital system design (DSD), 111-116, 2023
12023
Reflectance calibration with normalization correction in hyperspectral imaging
IA Cruz-Guerrero, R Leon, L Granados-Castro, H Fabelo, S Ortega, ...
2022 25th Euromicro Conference on Digital System Design (DSD), 855-862, 2022
12022
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