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Ines A. Cruz-Guerrero
Ines A. Cruz-Guerrero
Other namesAlejandro Cruz-Guerrero, Ines 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
282020
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
152023
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
152022
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
72021
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
52022
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
42023
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
32022
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
22022
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
12024
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
12024
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
12023
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
12023
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
12023
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
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
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