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

Journal of Craniofacial Surgery

journal-article

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

Journal of the Franklin Institute

journal-article

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

Healthcare Technology Letters

journal-article

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

preprint

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

preprint

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

npj Precision Oncology

journal-article

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

book-chapter

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

Journal of the Franklin Institute

journal-article

Glioblastoma Classification in Hyperspectral Images by Nonlinear Unmixing

conference-paper

Reflectance Calibration with Normalization Correction in Hyperspectral Imaging

conference-paper

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

Signal Processing

journal-article

Estimation of deoxygenated and oxygenated hemoglobin by multispectral blind linear unmixing

conference-paper

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

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

supervised-student-publication

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

Annual International Conference of the IEEE Engineering in Medicine and Biology

conference-paper

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

Memorias del Congreso Nacional de Ingenieŕıa Biomédica

conference-paper

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

Memorias del Congreso Nacional de Ingenieŕıa Biomédica

conference-paper

Classification of Hyperspectral In Vivo Brain Tissue Based on Linear Unmixing

Applied Sciences

journal-article

Classification of Hyperspectral In Vivo Brain Tissue Based on Linear Unmixing

Applied Sciences

journal-article

Classification of Hyperspectral In Vivo Brain Tissue Based on Linear Unmixing

Applied Sciences

journal-article

3D Kidney Reconstruction from 2D Ultrasound Images

book-chapter

3D Kidney Reconstruction from 2D Ultrasound Images

IFMBE Proceedings

journal-article

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

Memorias del Congreso Nacional de Ingenieŕıa Biomédica

conference-paper