Publications

You can also find my articles on my Google Scholar profile.

Antiguas placas, antiguos nombres: Crónica de un intento de memoria en las calles de Santiago

Published in Cuadernos de Beauchef Chapter: 7(2), 2024

Esta búsqueda comenzó lúdicamente, a partir de una inquietud compartida, hace diez años y en este breve periodo de tiempo podemos comprobar que hay algunas de estas placas que ya no existen y algunas de las calles han tenido otro cambio de nombre.

Recommended citation: Navarro, C. F., & Larroucau, R. I. (2023). "Antiguas placas, antiguos nombres: Crónica de un intento de memoria en las calles de Santiago". Cuadernos de Beauchef, 7(2). https://revistasdex.uchile.cl/index.php/cdb/article/view/13432/13453

Cochlear dysfunction as an early biomarker of cognitive decline in normal hearing and mild hearing loss

Published in Alzheimers & Dementia: Diagnosis, Assessment & Disease Monitoring (DADM), 2024

This paper explores the connection between cochlear dysfunction and the risk of cognitive decline in older adults with normal hearing or mild hearing loss. The authors propose using otoacoustic emissions (DPOAEs) as a sensitive tool to estimate said risk. The results suggest that DPOAEs could be an early non-invasive biomarker to detect neurodegeneration and cognitive impairment in early stages.

Recommended citation: Medel, V., Delano, P.H., Belkhiria, C. et al. Cochlear dysfunction as an early biomarker of cognitive decline in normal hearing and mild hearing loss. Alzheimers & Dementia. 24, 16:e12467. https://doi.org/10.1002/dad2.12467 https://alz-journals.onlinelibrary.wiley.com/doi/epdf/10.1002/dad2.12467

VolumePeeler: a novel FIJI plugin for geometric tissue peeling to improve visualization and quantification of 3D image stacks

Published in BMC Bioinformatics, 2023

This paper introduces VolumePeeler, a versatile FIJI plugin designed for virtual 3D “peeling” of image stacks. The plugin incorporates spherical and spline surface projections, and we utilized it to conduct peeling on 3D images of both spherical embryos and non-spherical tissue layers. The resulting images enhance the visualization of 3D volumes, facilitating the analysis and quantification of microscopy datasets with complex geometric structures.

Recommended citation: Gatica, M., Navarro, C.F., Lavado, A. et al. VolumePeeler: a novel FIJI plugin for geometric tissue peeling to improve visualization and quantification of 3D image stacks. BMC Bioinformatics 24, 283 (2023). https://doi.org/10.1186/s12859-023-05403-z https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/s12859-023-05403-z.pdf

3D Nuclei Segmentation through Deep Learning

Published in 2023 IEEE Conference on Artificial Intelligence (CAI), 2023

This study presents a novel approach to Drosophila 3D nuclei segmentation. Our method involves a pipeline that identifies nuclei centers and segments each detected nucleus individually, employing distinct 3D U-net models for the detection and segmentation steps. Remarkably, our technique emerged as one of the top three performers in the Cell Tracking Challenge segmentation benchmark for the Light Sheet Microscopy Drosophila dataset, achieving an impressive final score of 0.827.

Recommended citation: R. Rojas, C. F. Navarro, G. A. Orellana, C. G. Lemus C. and V. Castañeda, "3D Nuclei Segmentation through Deep Learning," 2023 IEEE Conference on Artificial Intelligence (CAI), Santa Clara, CA, USA, 2023, pp. 309-310, doi: 10.1109/CAI54212.2023.00137. . https://ieeexplore.ieee.org/abstract/document/10195067

Collocated ground deformation and pore pressure measurements in open pit mines: laboratory testing and analysis of wireless sensing platform

Published in Proceedings of the 27th International Symposium on Mine Planning and Equipment Selection - MPES 2018, 2019

Diseño y construcción de instalaciones de control, alimentación y sistemas de telemetría para pruebas en laboratorio y en terreno de un sistema de sensores basados en bluetooth para estabilidad de taludes.

Recommended citation: Widzyk-Capehart, E., Barberán, A., Briceño, M. J., Navarro, C., Nguyen, P. M. V., Opazo, C., & Steffen, S. (2019). Collocated ground deformation and pore pressure measurements in open pit mines: laboratory testing and analysis of wireless sensing platform. In Proceedings of the 27th International Symposium on Mine Planning and Equipment Selection-MPES 2018 (pp. 381-391). Springer International Publishing. https://link.springer.com/chapter/10.1007/978-3-319-99220-4_31

Color–Texture Pattern Classification Using Global–Local Feature Extraction, an SVM Classifier, with Bagging Ensemble Post-Processing

Published in Applied Sciences, 2019

This paper introduces a novel method for pattern classification, particularly relevant in image analysis applications requiring accurate classification of intricate patterns involving color and texture.

Recommended citation: Navarro, C. F., & Perez, C. A. (2019). Color–Texture Pattern Classification Using Global–Local Feature Extraction, an SVM Classifier, with Bagging Ensemble Post-Processing. Applied Sciences, 9(15), 3130. https://doi.org/10.3390/app9153130. https://www.mdpi.com/2076-3417/9/15/3130

Rock lithological classification using multi-scale Gabor features from sub-images, and voting with rock contour information

Published in International Journal of Mineral Processing, 2015

This article introduces an innovative method for remote lithological classification in mining plants

Recommended citation: Perez, C. A., Saravia, J. A., Navarro, C. F., Schulz, D. A., Aravena, C. M., & Galdames, F. J. (2015). Rock lithological classification using multi-scale Gabor features from sub-images and voting with rock contour information. International Journal of Mineral Processing, 144, 56-64. https://doi.org/10.1016/j.minpro.2015.09.015 https://www.cec.uchile.cl/~canavarr/Posters/2015_Rock_Lithological.pdf