Jocelyn Mariel Dunstan
email jdunstan@uc.cl
Keywords from publications:
Machine Learning Public Health No-show Patients Appointments And Schedules Medical Informatics Nonlinear Pattern Recognition Ver más...Profile
Larga experiencia en la aplicación de métodos computacionales y matemáticos a la salud. En particular, el uso de procesamiento del lenguaje natural para extraer información crítica y apoyar la toma de decisiones. Experiencia liderando proyectos aplicados que consideran la perspectiva de género y preservan la privacidad.
Network
Keywords from publications
| Title | Year | Doi |
|---|---|---|
| Predicting no-show appointments in a pediatric hospital in Chile using machine learning | 2023 | https://doi.org/10.1007/s10729-022-09626-z |
| Development of pre-trained language models for clinical NLP in Spanish | 2023 | |
| The problem of estimation and forecasting of obesity prevalence using sparsely collected data | 2024 | https://doi.org/10.1016/j.engappai.2024.107860 |
| Training and intrinsic evaluation of lightweight word embeddings for the clinical domain in Spanish | 2022 | https://doi.org/10.3389/frai.2022.970517 |
| Natural language processing for clinical text in Spanish: The case of waiting lists in Chile | 2022 | https://doi.org/10.1016/j.rmclc.2022.10.002 |
| Entity normalization in a Spanish medical corpus using a UMLS-based lexicon: findings and limitations | 2024 | https://doi.org/10.1007/s10579-024-09755-7 |
| Automatic Detection of Distant Metastasis Mentions in Radiology Reports in Spanish | 2024 | https://doi.org/10.1200/CCI.23.00130 |
| A pseudonymized corpus of occupational health narratives for clinical entity recognition in Spanish | 2024 | https://doi.org/10.1186/s12911-024-02609-w |
| Response to Kempf et al on Methodological and Practical Aspects of a Distant Metastasis Detection Model | 2024 | https://doi.org/10.1200/CCI-24-00154 |
School Co-Authors
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External Co-Authors
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F. Villena2 publications
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J. P. Hoyos1 publication
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Victor Rocco1 publication
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Pablo Baez1 publication
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Pablo Baez1 publication
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J. Peypouquet1 publication
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Tamara Quiroga1 publication
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Matias Rojas1 publication
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Javier Moraga-Correa1 publication
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V. Riquelme1 publication
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Thomas Vakili1 publication
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Leonardo Campillos-Llanos1 publication
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Luis Rojo-Gonzalez1 publication
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Paulina Vera1 publication
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Sergio Penafiel1 publication
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Nelson Troncoso1 publication
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M. Royer1 publication
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Luis Miranda1 publication
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Fredy Nunez1 publication
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Cristobal Cuadrado1 publication
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Sebastian Viteri Valenzuela1 publication
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Inti Paredes1 publication
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oscar C. Vasquez1 publication
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H. Ramirez1 publication
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Claudio Aracena1 publication
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Ricardo Ahumada1 publication
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Denisse Avalos1 publication