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Ines A. Cruz-Guerrero
Ines A. Cruz-Guerrero
University of Colorado Anschutz Medical Campus
Verified email at cuanschutz.edu - Homepage
Title
Cited by
Cited by
Year
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
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
52022
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
52021
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
32022
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
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
12022
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
12021
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
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