Jocelyn Dunstan
Universidad de Chile
H-index: 13
Latin America-Chile
Top articles of Jocelyn Dunstan
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
The problem of estimation and forecasting of obesity prevalence using sparsely collected data | Engineering Applications of Artificial Intelligence | Luis Rojo-González Jocelyn Dunstan Cristóbal Cuadrado Denisse Ávalos Javier Moraga-Correa | 2024/6/1 |
A pseudonymized corpus of occupational health narratives for clinical entity recognition in Spanish | Jocelyn Dunstan Thomas Vakili Luis Miranda Fabián Villena Claudio Aracena | 2024/1/9 | |
Automatic Detection of Distant Metastasis Mentions in Radiology Reports in Spanish | JCO Clinical Cancer Informatics | Ricardo Ahumada Jocelyn Dunstan Matías Rojas Sergio Peñafiel Inti Paredes | 2024/1 |
LinkMed: Entity Recognition and Relation Extraction from Clinical Notes in Spanish | Carlos Muñoz-Castro Andrés Carvallo Matías Rojas Claudio Aracena Rodrigo Guerra | 2023 | |
Digital Gendered Violence in Chile: Development of a system for report, monitoring and response-orientation based on a feminist chatbot (Sofia prototype) | Inteligencia Artificial Feminista: hacia una agenda de investigación para América Latina y el Caribe | Patricia Peña Daniela Moyano Jocelyn Dunstan Catalina Rufs | 2023/7/10 |
Automatic Section Classification in Spanish Clinical Narratives Using Chunked Named Entity Recognition | Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023), CEUR Workshop Proceedings. CEUR-WS. org | Andrés Carvallo Matías Rojas Carlos Munoz-Castro Claudio Aracena Rodrigo Guerra | 2023 |
Automatic Coding at Scale: Design and Deployment of a Nationwide System for Normalizing Referrals in the Chilean Public Healthcare System | arXiv preprint arXiv:2307.05560 | Fabián Villena Matías Rojas Felipe Arias Jorge Pacheco Paulina Vera | 2023/7/9 |
CMM PLN at MentalRiskES: A Traditional Machine Learning Approach for Detection of Eating Disorders and Depression in Chat Messages | IberLEF (Working Notes). CEUR Workshop Proceedings | Rodrigo Guerra Benjamín Pizarro C Aracena C Munoz-Castro A Carvallo | 2023 |
Pre-trained language models in Spanish for health insurance coverage | Claudio Aracena Nicolás Rodríguez Victor Rocco Jocelyn Dunstan | 2023/7 | |
Predicting no-show appointments in a pediatric hospital in Chile using machine learning | Health Care Management Science | J Dunstan F Villena JP Hoyos V Riquelme M Royer | 2023/6 |
A transcription and information extraction system to facilitate EHR documentation in Spanish | Maicol Fernández Fabián Villena Matías Rojas Fredy Núñez Jorge F Silva | 2023/7/21 | |
Development of pre-trained language models for clinical NLP in Spanish | Claudio Aracena Jocelyn Dunstan | 2023/5 | |
Un Primer Abordaje para la Predicción de la Enfermedad de Injerto contra Huésped en Trasplante de Médula Ósea en Pacientes Pediátricos | Memorias de las JAIIO | Lazaro Alberto Gibert García Rodrigo Guerra Jocelyn Dunstan Julia Palma Axel J Soto | 2023/7/11 |
Training and intrinsic evaluation of lightweight word embeddings for the clinical domain in Spanish | Frontiers in Artificial Intelligence | Carolina Chiu Fabián Villena Kinan Martin Fredy Núñez Cecilia Besa | 2022/9/21 |
Assessing the Limits of Straightforward Models for Nested Named Entity Recognition in Spanish Clinical Narratives | Matías Rojas Casimiro Pio Carrino Aitor Gonzalez-Agirre Jocelyn Dunstan Marta Villegas | 2022/12 | |
Clinical flair: A pre-trained language model for Spanish clinical natural language processing | Matías Rojas Jocelyn Dunstan Fabián Villena | 2022/7 | |
Procesamiento de lenguaje natural para texto clínico en español: el caso de las listas de espera en Chile | Revista Médica Clínica Las Condes | Pablo Báez Antonia Paz Arancibia Matías Ignacio Chaparro Tomás Bucarey Fredy Núñez | 2022/11/1 |
Automatic extraction of nested entities in clinical referrals in Spanish | ACM Transactions on Computing for Healthcare (HEALTH) | Pablo Báez Felipe Bravo-Marquez Jocelyn Dunstan Matías Rojas Fabián Villena | 2022/4/7 |
Aplicaciones de aprendizaje automático en salud | Revista Médica Clínica Las Condes | Claudio Aracena Fabián Villena Felipe Arias Jocelyn Dunstan | 2022/11/1 |
Natural language processing for clinical text in Spanish: The case of waiting lists in Chile | Revista Médica Clínica Las Condes | P Báez AP Arancibia MI Chaparro T Bucarey F Núñez | 2022 |
