Jocelyn Mariel Dunstan
email jdunstan@uc.cl
Keywords from publications:
Natural Language Processing Machine Learning Public Health No-show Patients Appointments And Schedules Medical Informatics Ver más...Profile
Experience in applying computational and mathematical methods to healthcare. In particular, the use of natural language processing to extract critical information and support decision-making. He also works on the application of artificial intelligence to the analysis of historical documents.
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 |
| Clinical Analogy Resolution Performance for Foundation Language Models | 2025 | https://doi.org/10.1145/3709155 |
| NLP modeling recommendations for restricted data availability in clinical settings | 2025 | https://doi.org/10.1186/s12911-025-02948-2 |
| Developing and Validating an Automatic Support System for Tumor Coding in Pathology Reports in Spanish | 2025 | https://doi.org/10.1200/CCI.24.00124 |
| Sex differences in work-related accidents extracted from free text in Spanish using natural language processing | 2025 | https://doi.org/10.1186/s12889-025-24130-z |
| A Privacy-Preserving Corpus for Occupational Health in Spanish: Evaluation for NER and Classification Tasks | 2024 |
School Co-Authors
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External Co-Authors
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Fabian Villena3 publications
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Sergio Penafiel2 publications
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Luis Miranda2 publications
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F. Villena2 publications
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Inti Paredes2 publications
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Victor Rocco2 publications
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Pablo Baez2 publications
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Tamara Quiroga2 publications
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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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Rocio Ladron de Guevara1 publication
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Paulina Vera1 publication
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Nelson Troncoso1 publication
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M. Royer1 publication
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Felipe Bravo-Marquez1 publication
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Fredy Nunez1 publication
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Cristobal Cuadrado1 publication
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Pablo Pincheira1 publication
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Sebastian Viteri Valenzuela1 publication
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oscar C. Vasquez1 publication
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H. Ramirez1 publication
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Matias Rojas1 publication
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Claudio Aracena1 publication
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Ricardo Ahumada1 publication
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Denisse Avalos1 publication
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J. P. Hoyos1 publication
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Daniela Moyano-Davila1 publication
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Pablo Baez1 publication
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J. Peypouquet1 publication
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Valentina Campana-Herrera1 publication
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Matias Rojas1 publication