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xaviera alejandra lopez cortes

academico

Universidad Católica del Maule

Talca, Chile

- Inteligencia artificial aplicado a problemáticas de biomedicina y salud. - Ciencias de datos y aprendizaje de máquina aplicado a búsqueda de patrones.

ingeniero en bioinformatica, UNIVERSIDAD DE TALCA. Chile, 2009
Doctorado en Ciencias Mención I+D de Productos Bioactivos, UNIVERSIDAD DE TALCA. Chile, 2017

Estudiante de doctorado en ciencias mención I+D de productos bioactivos Full Time

UNIVERSIDAD DE TALCA

Talca, Chile

2013 - 2017
Profesora de laboratorios prácticos para ramos de Bioinformática Estructural y Simulación Molecular Other

UNIVERSIDAD DE TALCA

ingenieria en bioinformatica

Talca, Chile

2010 - 2012
Co-tutora en tesis de pregrado “Estudio de la relevancia de la mutación Leu460Ala para el enlace nucleotídico en fosfoenolpiruvato carboxiquinasa de Sacharomyces Cerevisiae”. Other

UNIVERSIDAD DE TALCA

talca, Chile

2011 - 2012
Asistente de investigación aplicada al desarrollo, implementación y curación de base de datos de nanopartículas en colaboración con el National Cancer Institute, NCI , SAIC, USA y el Centro de Bioinformática y Simulación Molecular Full Time

UNIVERSIDAD DE TALCA

talca, Chile

2010 - 2011
Participante Proyecto Anillo PBCT ACT/24 Universidad de Talca. Full Time

UNIVERSIDAD DE TALCA

Talca, Chile

2009 - 2011
teaching in chile Part Time

UNIVERSIDAD AUTONOMA DE CHILE

Facultad de ingenieria

talca, Chile

2017 - 2018
Académico de planta, Categoría: Auxiliar Full Time

UNIVERSIDAD CATOLICA DEL MAULE

Ciencias de la ingeniería

Talca, Chile

2018 - A la fecha

ingeniero en bioinformatica Part Time

Fraunhofer Chile Research

talca, Chile

2011 - 2017
academico Full Time

Universidad católica del maule

talca, Chile

2018 - A la fecha
Teaching in Chile Part Time

Universidad Autónoma de Chile

Talca, Chile

2017 - 2018


MSDeepAMR: antimicrobial resistance prediction based on deep neural networks and transfer learning Xaviera A. López-Cortés; JOSE M. MANRIQUEZ-TRONCOSO; Hernandez Garcia, Ruber; Peralta Camara, Daniel Article WOS FRONTIERS IN MICROBIOLOGY (2024)
Semi-supervised learning for MALDI–TOF mass spectrometry data classification: An application in the salmon industry Camila González; cesar astudillo; Xaviera A. López-Cortés; sebastian maldonado Article WOS NEURAL COMPUTING AND APPLICATIONS (2023)
Evaluating deep learning predictions for COVID-19 from X-ray images using leave-one-out predictive densities Sergio Hernández; Xaviera A. López-Cortés Article WOS NEURAL COMPUTING AND APPLICATIONS (2023)
Explainable Hidden Markov Model for road safety: a case of road closure recommendations in extreme weather conditions Sergio Hernández; Juan Luis López; Xaviera A. López-Cortés; ANGELICA URRUTIA Article WOS JOURNAL OF INTELLIGENT AND FUZZY SYSTEMS (2023)
Machine Learning Models to Predict Critical Episodes of Environmental Pollution for PM2. 5 and PM10 in Talca, Chile Gonzálo Carreño; Xaviera A. López-Cortés; Carolina Marchant Article WOS Mathematics (2022)
Machine-learning applications in oral cancer: A systematic review Xaviera A. López-Cortés; Felipe Matamala; BERNARDO VASQUEZ; Cesar Rivera Article WOS APPLIED SCIENCES (2022)
Comparison of Chilean honeys through MALDI-TOF-MS profiling and evaluation of their antioxidant and antibacterial potential Verónica R Olate-Olave; Luis Guzmán; Xaviera A. López-Cortés; Rafael Cornejo; Fabiane M NachtigalL; Marnix Doorn; Santos, Leonardo Silva; Arturo Bejarano Article WOS Annals of Agricultural Sciences (2021)
Effect of missing data on short time series and their application in the characterization of surface temperature by detrended fluctuation analysis Juan Luis López; Sergio Hernandez; ANGELICA URRUTIA; Xaviera A. López-Cortés; HUGO ARAYA; Luis Morales-Salinas Article WOS COMPUTERS AND GEOSCIENCES (2021)
Novel metabolomic profile of subjects with non-classic apparent mineralocorticoid excess Alejandra Tapia-Castillo; Carvajal, Cristian A; Xaviera A. López-Cortés; Andrea Vecchiola; Carlos Fardella Article WOS SCIENTIFIC REPORTS (2021)
A deep learning approach to population structure inference in inbred lines of maize Xaviera A. López-Cortés; Felipe Matamala; CARLOS MALDONADO; Freddy Mora-Poblete; Carlos Alberto Scapim Article WOS FRONTIERS IN GENETICS (2020)
Synthesis of Pyrazolo-Fused 4-Azafluorenones in an Ionic Liquid. Mechanistic Insights by Joint Studies Using DFT Analysis and Mass Spectrometry Polo, Efrain; Arce-Parada, Valentina; Lopez-Cortes, Xaviera A.; Sanchez-Marquez, Jesus; Morales-Bayuelo, Alejandro; Forero-Doria, Oscar; Gutierrez, Margarita Article ISI SCOPUS CATALYSTS (2019)
Una Propuesta de Algoritmo Spin / Promela para el Análisis y Diagnóstico de Errores en Diagramas de Secuencia UML Cristian L. Vidal-Silva; Rodolfo H. Villarroel; Xaviera A. López-Cortés; José M. Rubio Article SCOPUS, Scielo Información tecnológica (2019)
Aspect-Combining Functions for Modular MapReduce Solutions Cristian L. Vidal-Silva; Rodolfo Villarroel; José Rubio; Franklin Johnson; Erika Madariaga; Alberto Urzúa; Luis Carter; Camilo Campos-Valdés; Xaviera A. López-Cortés Article Clarivate Emerging Sources Citation in WoS, SCOPUS International Journal of Advanced Computer Science and Applications, (2018)
Aspect-Combining Functions for Modular MapReduce Solutions. Cristian Vidal Silva, Rodolfo Villarroel; José Rubio, Franklin Johnson; Erika Madariaga, Alberto Urzúa; Luis Carter, Camilo Campos-Valdés Article International Journal of Advanced Computer Science and Applications. (2018)
Fast detection of pathogens in salmon farming industry Santos, L. S. Article ISI SCOPUS AQUACULTURE (2017)
New polymer for removal of wine phenolics: Poly(N-(3-(N-isobutyrylisobutyramido)-3-oxopropyl)acrylamide) (P-NIOA) Castro, Ricardo I.; Forero-Doria, Oscar; Guzmán, Luis; Laurie, V. Felipe; Valdés, Oscar; Ávila-Salas, Fabián; López-Cortés, Xaviera; Santos, Leonardo S. Article ISI SCOPUS FOOD CHEMISTRY (2016)
Experimental and theoretical binding affinity between polyvinylpolypyrrolidone and selected phenolic compounds from food matrices Duran-Lara E.F.; Lopez-Cortes X.A.; Castro, R. I.; Avila-Salas, F; Gonzalez-Nilo F.D.; Laurie, V. F.; Santos, L. S. Article ISI SCOPUS FOOD CHEMISTRY (2015)
Experimental and theoretical binding affinity between polyvinylpolypyrrolidone and selected phenolic compounds from food matrices. Esteban F. Durán-Lara; Xaviera A. López-Cortés; Ricardo castro; Fabián Ávila-Salas; Felipe Laurie; Leonardo S. Santos. Article ISI FOOD CHEMISTRY (2015)
pH-dependent nano-capturing of tartaric acid using dendrimers Schramm, OG; Lopez-Cortes, X; Santos, LS; Laurie, VF; Nilo, FDG; Krolik, M; Fischer, R; Di Fiore, S Article ISI SOFT MATTER (2014)
pH-Dependent Nano-capturing of tartaric acid using dendrimers. Oana G. Schramm; Xaviera López-Cortés; Leonardo S. Santos; V. Felipe Laurie; Fernando Danilo González Nilo; Michal Krolik; Rainer Fischer; Stefano Di Fiore Article ISI SOFT MATTER (2014)
In Silico Analysis of Putative Paralytic Shellfish Poisoning Toxins Export Proteins in Cyanobacteria Soto-Liebe, K; Lopez-Cortes, XA; Fuentes-Valdes, JJ; Stucken K.; Gonzalez-Nilo, F; Vásquez M Article ISI SCOPUS PLOS ONE (2013)
In silico analysis of putative paralytic shellfish poisoning toxins export proteins in cyanobacteria.. Katia Soto-Liebe; Xaviera A. López-Cortés; Juan José Fuentes-Valdes; Karina Stucken; Fernando Gonzalez-Nilo; Mónica Vásquez Article ISI PLOSONE (2013)
Biosynthesis of Methoxypyrazines: Elucidating the Structural/Functional Relationship of Two Vitis vinifera O-Methyltransferases Capable of Catalyzing the Putative Final Step of the Biosynthesis of 3-Alkyl-2-Methoxypyrazine Vallarino, JG; Lopez-Cortes, XA; Dunlevy, JD; Boss, PK; Gonzalez-Nilo, FD; Moreno, YM Article ISI SCOPUS Journal of Agricultural and Food Chemistry (2011)
Software Antropmeter, una nueva herramienta para análisis facial. Suazo, G. I.; López, C. X.; Márquez, M. Article SCIELO International Journal of Morphology (2008)


Identification of Immunoglobulin Gene Usage in Immune Repertoires Sequenced by Nanopore Technology Roberto Ahumada-García; Jorge González-Puelma; Diego Álvarez-Saravia; Ricardo J Barrientos; Roberto Uribe-Paredes; Xaviera A López-Cortés; Marcelo A Navarrete ConferencePaper SCOPUS (2019)
Strategy based on data mining and MALDI-mass spectrometry for control disease of SRS in salmo salar Lopez-Cortes X.A.; Avila-Salas F.; Orellana C.; Santos, L. S. ConferencePaper SCOPUS 4th IEEE Colombian Conference on Automatic Control: Automatic Control as Key Support of Industrial Productivity, CCAC 2019 - Proceedings (2019)


Estudio de biomarcadores en muestras de saliva y predicción de cáncer de cavidad oral y orofaringe a través de MALDI-MS y Machine learning. PCI (REDI170172) Proyecto 2018-2019 Inv. Responsable