| 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 | 133 | 2020 |
| 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 | 69 | 2019 |
| 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 | 53 | 2023 |
| 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 | 47 | 2021 |
| 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 | 40 | 2022 |
| 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 | 34 | 2022 |
| 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 | 32 | 2020 |
| 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 | 30 | 2020 |
| 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 | 21 | 2022 |
| 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 | 19 | 2019 |
| 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 | 13 | 2022 |
| 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 | 12 | 2020 |
| Hybrid brain tumor classification of histopathology hyperspectral images by linear unmixing and an ensemble of deep neural networks IA Cruz‐Guerrero, DU Campos‐Delgado, AR Mejía‐Rodríguez, R Leon, ... Healthcare Technology Letters 11 (4), 240-251, 2024 | 10 | 2024 |
| 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 | 9 | 2021 |
| 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 | 9 | 2021 |
| 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 | 8 | 2022 |
| AI-based segmentation of intraoperative glioblastoma hyperspectral images M La Salvia, E Torti, M Gazzoni, E Marenzi, R Leon, S Ortega, H Fabelo, ... Hyperspectral Imaging and Applications II 12338, 67-76, 2023 | 7 | 2023 |
| 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 | 6 | 2024 |
| 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 | 6 | 2023 |
| Feasibility study of hyperspectral colposcopy as a novel tool for detecting precancerous cervical lesions C Vega, N Medina, L Quintana-Quintana, R Leon, H Fabelo, J Rial, ... Scientific Reports 15 (1), 820, 2025 | 5 | 2025 |
Gustavo Marrero CallicoFull Professor, University of Las Palmas de Gran CanariaVerified email at iuma.ulpgc.es
