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Claudio Felipe Aracena Cornejo

Investigador Docente

Universidad San Sebastián

Santiago, Chile

Líneas de Investigación


Procesamiento de Lenguaje Natural Clínico

Educación

  •  Licenciatura en Ciencias de la Ingeniería, Mención Industrial, UNIVERSIDAD DE CHILE. Chile, 2012
  •  Ingeniero Civil Industrial, UNIVERSIDAD DE CHILE. Chile, 2014
  •  Master of Information Technology, UNIVERSITY OF SYDNEY. Australia, 2017
  •  Doctorado en Sistemas de Ingeniería, UNIVERSIDAD DE CHILE. Chile, 2025

Experiencia Académica

  •   Investigador Docente Full Time

    UNIVERSIDAD SAN SEBASTIAN

    Odontología

    Santiago, Chile

    2025 - A la fecha

Experiencia Profesional

  •   Associate Software Developer Part Time

    Data61, CSIRO

    Sydney, Australia

    2015 - 2016

  •   Ingeniero de Proyecto Part Time

    Centro de Modelamiento Matemático

    Santiago, Chile

    2018 - 2019

  •   Científico de datos Full Time

    Universidad Adolfo Ibáñez

    Santiago, Chile

    2019 - 2021


 

Article (2)

A pseudonymized corpus of occupational health narratives for clinical entity recognition in Spanish

Dunstan, Jocelyn; Vakili, Thomas; Miranda, Luis; Villena, Fabian; Aracena, Claudio; Quiroga, Tamara; Vera, Paulina; Valenzuela, Sebastian Viteri; Rocco, Victor

Article ISI SCOPUS
BMC Medical Informatics and Decision Making  (2024)

Applications of machine learning in healthcare

Aracena, Claudio; Villena, Fabian; Arias, Felipe; Dunstan, Jocelyn

Article ISI SCOPUS
Revista Medica Clinica Las Condes  (2022)

ConferencePaper (6)

A Privacy-Preserving Corpus for Occupational Health in Spanish: Evaluation for NER and Classification Tasks

Claudio Aracena; Luis Miranda; Thomas Vakili; Fabián Villena; Tamara Quiroga; Fredy Núñez-Torres; Victor Rocco; Jocelyn Dunstan

ConferencePaper
 (2024)

Development of pre-trained language models for clinical NLP in Spanish

Claudio Aracena; Jocelyn Dunstan

ConferencePaper
 (2023)

Pre-trained language models in Spanish for health insurance coverage

Claudio Aracena; Nicolás Rodríguez; Victor Rocco; Jocelyn Dunstan

ConferencePaper
 (2023)

A Knowledge-Graph-Based Intrinsic Test for Benchmarking Medical Concept Embeddings and Pretrained Language Models

Claudio Aracena; Fabián Villena; Matias Rojas; Jocelyn Dunstan

ConferencePaper
 (2022)

Eye Tracking and EEG Features for Salient Web Object Identification

Slanzi, G; Aracena C.

ConferencePaper ISI SCOPUS
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)  (2015)

Neural Networks for Emotion Recognition Based on Eye Tracking Data

Aracena C.; Basterrech, S; Snásel, V; Velasquez J.

ConferencePaper ISI SCOPUS
Proceedings - 2015 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2015  (2015)

1
Juan Velásquez

Full Professor

Industrial Engineering

UNIVERSIDAD DE CHILE

Santiago, Chile

1
Jocelyn Dunstan

Profesora Asistente

Ciencia de la Computación

Pontificia Universidad Católica de Chile

Santiago, Chile

2
Fabián Villena

Profesor Asistente

Universidad San Sebastián

Región Metropolitana, Chile

8
Claudio Aracena

Investigador Docente

Odontología

Universidad San Sebastián

Santiago, Chile