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 | 20 | 2020 |
Extended Blind End-member and Abundance Estimation with Spatial Total Variation for Hyperspectral Imaging IA Cruz-Guerrero, DU Campos-Delgado, AR Mejía-Rodríguez 2021 43rd Annual International Conference of the IEEE Engineering in …, 2021 | 6 | 2021 |
Nonlinear extended blind end-member and abundance extraction for hyperspectral images DU Campos-Delgado, IA Cruz-Guerrero, JN Mendoza-Chavarría, ... Signal Processing 201, 108718, 2022 | 5 | 2022 |
Estimation of deoxygenated and oxygenated hemoglobin by multispectral blind linear unmixing L Granados-Castro, O Gutiérrez-Navarro, IA Cruz-Guerrero, ... 2022 25th Euromicro Conference on Digital System Design (DSD), 849-854, 2022 | 4 | 2022 |
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 | 2 | 2023 |
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 | |
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 | 1 | 2022 |
Algoritmo de descomposición ciega basado en el modelo de mezcla multi-lineal JNM Chavarría, IA Cruz-Guerrero, AR Mejia-Rodriguez, ... Memorias del Congreso Nacional de Ingeniería Biomédica 8 (1), 106-109, 2021 | 1 | 2021 |
Tumor Tissue Classification in Hyperspectral Histopathology Images Through Individual and Ensemble of Machine Learning Algorithms DN Martínez-Arboleyda, IA Cruz-Guerrero, DU Campos-Delgado Congreso Nacional de Ingeniería Biomédica, 100-111, 2023 | | 2023 |
Multi and hyperspectral image unmixing with spatial coherence by extended blind end-member and abundance extraction IA Cruz-Guerrero, AR Mejıa-Rodrıguez, S Ortega, H Fabelo, GM Callico, ... Journal of the Franklin Institute 360 (15), 11165-11196, 2023 | | 2023 |
Classification of Brain Tissues in Hyperspectral Images Using Vision Transformers IA Cruz-Guerrero, JN Mendoza-Chavarría, DU Campos-Delgado, ... 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 1-4, 2023 | | 2023 |
Glioblastoma Classification in Hyperspectral Images by Reflectance Calibration with Normalization Correction and Nonlinear Unmixing IA Cruz-Guerrero, JN Mendoza-Chavarría, DU Campos-Delgado Congreso Nacional de Ingeniería Biomédica, 393-402, 2022 | | 2022 |
A hybrid approach to the hyperspectral classification of in vivo brain tissue: linear unmixing with spatial coherence and machine learning IA Cruz-Guerrero, DU Campos-Delgado, AR Mejia-Rodriguez, H Fabelo, ... Artificial Intelligence in Cancer Diagnosis and Prognosis, Volume 3: Brain …, 2022 | | 2022 |
Glioblastoma Classification in Hyperspectral Images by Nonlinear Unmixing JN Mendoza-Chavarría, ER Zavala-Sánchez, L Granados-Castro, ... 2022 25th Euromicro Conference on Digital System Design (DSD), 843-848, 2022 | | 2022 |
Enfoqué Híbrido para la Clasificación de Muestras Histológicas para la Detección de Tumores Cerebrales: Descomposición lineal y Redes Neuronales IAC Guerrero, DUC Delgado, ARM Rodriguez, S Ortega, H Fabelo, ... Memorias del Congreso Nacional de Ingeniería Biomédica 8 (1), 97-100, 2021 | | 2021 |
Estimación Ciega de Perfiles y Abundancias con Variación Total para Imágenes Hiperespectrales de Uso Clínico IAC Guerrero, DUC Delgado, ARM Rodríguez Memorias del Congreso Nacional de Ingeniería Biomédica 7 (1), 548-555, 2020 | | 2020 |
3D Kidney Reconstruction from 2D Ultrasound Images MT Alvarez-Gutiérrez, AR Mejía-Rodríguez, IA Cruz-Guerrero, ... Latin American Conference on Biomedical Engineering, 393-400, 2019 | | 2019 |
Hyperspectral Imaging for Cancer Applications IA Cruz-Guerrero, R Leon, AR Mejía-Rodríguez, DU Campos-Delgado, ... Diagnosis and Treatment of Cancer using Thermal Therapies, 81-101, 0 | | |
visualización holográfica ARM RODRÍGUEZ, ERA SANTANA, IAC GUERRERO | | |