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 | 28 | 2020 |
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 | 15 | 2023 |
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 | 15 | 2022 |
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 | 7 | 2021 |
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 | 5 | 2022 |
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 | 4 | 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 | 4 | |
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 | 3 | 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 | 2 | 2022 |
SHAPE: A visual computing pipeline for interactive landmarking of 3D photograms and patient reporting for assessing craniosynostosis C Görg, C Elkhill, J Chaij, K Royalty, PD Nguyen, B French, ... Computers & graphics 125, 104056, 2024 | 1 | 2024 |
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, 2024 | 1 | 2024 |
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 | 1 | 2023 |
Ensemble of Artificial Intelligence Classifiers for In-Vivo Identification of Glioblastoma Tumours Using Hyperspectral Images JNM Chavarría, IA Cruz-Guerrero, H Fabelo, S Ortega, GM Callico, ... 2023 IEEE EMBS R9 Conference, 1-5, 2023 | 1 | 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 | 1 | 2023 |
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 |
Blind non-linear spectral unmixing with spatial coherence for hyper and multispectral images JN Mendoza-Chavarría, IA Cruz-Guerrero, O Gutierrez-Navarro, R Leon, ... Journal of the Franklin Institute 361 (18), 107282, 2024 | | 2024 |
Personalized Phenotype Encoding and Prediction of Pathological Head Development from Cross-Sectional Images C Elkhill, IA Cruz-Guerrero, J Liu, MG Linguraru, A Alexander, B French, ... 2024 20th International Symposium on Medical Information Processing and …, 2024 | | 2024 |
Advanced blind decomposition methods for end-members and abundance estimation in medical imaging IA Cruz Guerrero REPOSITORIO NACIONAL CONACYT, 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 |
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 |