Ines A. Cruz-Guerrero

About

Inés Alejandro Cruz-Guerrero received the B.S. degree in Biomedical Engineering and the Master's degree in Electronics Engineering with emphasis in Bioelectronics from Universidad Autónoma de San Luis Potosí (UASLP) in 2017 and 2019, respectively. He is currently working towards the PhD degree of Engineering Sciences from Universidad Autónoma de San Luis Potosí. His doctoral work is focused on the study of advanced methods of blind decomposition in medical imaging. He has published one peer-reviewed paper in scientific journal, and two in national congresses. His research interests include image processing, optimization algorithms, machine learning and artificial intelligence algorithms, biomedical signal processing, and pattern recognition. M.I.E. Cruz Guerrero is member of the Mexican Society of Biomedical Engineering. In 2017, he was the first place in the "InnovaHealth Challenge" contest, and in 2020, he was the second place of the student contest "Ing. Teófila Cadena Alfaro" at graduate level, both by the Mexican Society of Biomedical Engineering.

Work

Anschutz Medical Campus, University of Colorado
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Postdoctoral Fellow

US

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Education

Universidad Autónoma de San Luis Potosí
Mexico

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PhD in Engineering Sciences

Universidad Autónoma de San Luis Potosí
Mexico

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Master's Degree in Electronic Engineering

Universidad Autónoma de San Luis Potosí
Mexico

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Bachelor's Degree (Biomedical Engineering)

Publications

Early Outcomes of Endoscopic Spring-Assisted Repair of Metopic Craniosynostosis

Published by

Journal of Craniofacial Surgery

Summary

journal-article

Blind non-linear spectral unmixing with spatial coherence for hyper and multispectral images

Published by

Journal of the Franklin Institute

Summary

journal-article

Hybrid brain tumor classification of histopathology hyperspectral images by linear unmixing and an ensemble of deep neural networks

Published by

Healthcare Technology Letters

Summary

journal-article

Hyperspectral Imaging Benchmark based on Machine Learning for Intraoperative Brain Tumour Detection

Summary

preprint

Hyperspectral Imaging Benchmark based on Machine Learning for Intraoperative Brain Tumour Detection

Summary

preprint

Hyperspectral imaging benchmark based on machine learning for intraoperative brain tumour detection

Published by

npj Precision Oncology

Summary

journal-article

Glioblastoma Classification in Hyperspectral Images by Reflectance Calibration with Normalization Correction and Nonlinear Unmixing

Summary

book-chapter

Multi and hyperspectral image unmixing with spatial coherence by extended blind end-member and abundance extraction

Published by

Journal of the Franklin Institute

Summary

journal-article

Glioblastoma Classification in Hyperspectral Images by Nonlinear Unmixing

Summary

conference-paper

Reflectance Calibration with Normalization Correction in Hyperspectral Imaging

Summary

conference-paper

Nonlinear extended blind end-member and abundance extraction for hyperspectral images

Published by

Signal Processing

Summary

journal-article

Estimation of deoxygenated and oxygenated hemoglobin by multispectral blind linear unmixing

Summary

conference-paper

Extended Blind End-member and Abundance Estimation with Spatial Total Variation for Hyperspectral Imaging

Published by

2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

Summary

supervised-student-publication

Extended Blind End-member and Abundance Estimation with Spatial Total Variation for Hyperspectral Imaging

Published by

Annual International Conference of the IEEE Engineering in Medicine and Biology

Summary

conference-paper

Algoritmo de Descomposición Ciega Basado en el Modelo de Mezcla Multi-Lineal

Published by

Memorias del Congreso Nacional de Ingenieŕıa Biomédica

Summary

conference-paper

Enfoqué H́ıbrido para la Clasificación de Muestras Histológicas para la Detección de Tumores Cerebrales: Descomposición lineal y Redes Neuronales

Published by

Memorias del Congreso Nacional de Ingenieŕıa Biomédica

Summary

conference-paper

Classification of Hyperspectral In Vivo Brain Tissue Based on Linear Unmixing

Published by

Applied Sciences

Summary

journal-article

Classification of Hyperspectral In Vivo Brain Tissue Based on Linear Unmixing

Published by

Applied Sciences

Summary

journal-article

Classification of Hyperspectral In Vivo Brain Tissue Based on Linear Unmixing

Published by

Applied Sciences

Summary

journal-article

3D Kidney Reconstruction from 2D Ultrasound Images

Summary

book-chapter

3D Kidney Reconstruction from 2D Ultrasound Images

Published by

IFMBE Proceedings

Summary

journal-article

Estimación Ciega de Perfiles y Abundancias con Variación Total para Imágenes Hiperespectrales de Uso Cĺınico

Published by

Memorias del Congreso Nacional de Ingenieŕıa Biomédica

Summary

conference-paper