| The Chilean Waiting List Corpus: a new resource for clinical named entity recognition in Spanish P Báez, F Villena, M Rojas, M Durán, J Dunstan Proceedings of the 3rd clinical natural language processing workshop, 291-300, 2020 | 43 | 2020 |
| Clinical flair: a pre-trained language model for Spanish clinical natural language processing M Rojas, J Dunstan, F Villena Proceedings of the 4th Clinical Natural Language Processing Workshop, 87-92, 2022 | 26 | 2022 |
| Automatic extraction of nested entities in clinical referrals in Spanish P Báez, F Bravo-Marquez, J Dunstan, M Rojas, F Villena ACM Transactions on Computing for Healthcare (HEALTH) 3 (3), 1-22, 2022 | 26 | 2022 |
| Aplicaciones de aprendizaje automático en salud C Aracena, F Villena, F Arias, J Dunstan Revista Médica Clínica Las Condes 33 (6), 568-575, 2022 | 23 | 2022 |
| Predicting no-show appointments in a pediatric hospital in Chile using machine learning J Dunstan, F Villena, JP Hoyos, V Riquelme, M Royer, H Ramírez, ... Health Care Management Science 26 (2), 313-329, 2023 | 17 | 2023 |
| The incidence of psoriasis in Chile: an analysis of the National Waiting List Repository C Lecaros, J Dunstan, F Villena, DM Ashcroft, R Parisi, CEM Griffiths, ... Clinical and experimental dermatology 46 (7), 1262-1269, 2021 | 15 | 2021 |
| Automatic keyword retrieval from clinical texts: an application of natural language processing to massive data of Chilean suspected diagnosis F Villena, J Dunstan Revista Medica de Chile 147 (10), 1229-1238, 2019 | 15* | 2019 |
| Supporting the classification of patients in public hospitals in Chile by designing, deploying and validating a system based on natural language processing F Villena, J Pérez, R Lagos, J Dunstan BMC Medical Informatics and Decision Making 21 (1), 1-11, 2021 | 13 | 2021 |
| Restauración Directa con Técnica de Estampado Simplificada en Resina Compuesta: Caso Clínico S Sánchez, F Villena Revista Anaceo 2 (1), 18-20, 2016 | 9* | 2016 |
| A knowledge-graph-based intrinsic test for benchmarking medical concept embeddings and pretrained language models C Aracena, F Villena, M Rojas, J Dunstan Proceedings of the 13th International Workshop on Health Text Mining and …, 2022 | 6 | 2022 |
| Construction of text resources for automatic identification of clinical information in unstructured narratives P Báez, F Villena, K Zúñiga, N Jones, G Fernández, M Durán, J Dunstan Revista Médica de Chile 149 (7), 2021 | 6* | 2021 |
| On the construction of multilingual corpora for clinical text mining F Villena, U Eisenmann, P Knaup, J Dunstan, M Ganzinger Studies in Health Technology and Informatics 270, 2020 | 6 | 2020 |
| llmNER:(Zero| Few)-Shot Named Entity Recognition, Exploiting the Power of Large Language Models F Villena, L Miranda, C Aracena arXiv preprint arXiv:2406.04528, 2024 | 4 | 2024 |
| A privacy-preserving corpus for occupational health in Spanish: Evaluation for NER and classification tasks C Aracena, L Miranda, T Vakili, F Villena, T Quiroga, F Núñez-Torres, ... Proceedings of the 6th Clinical Natural Language Processing Workshop, 111-121, 2024 | 3 | 2024 |
| Automatic support system for tumor coding in pathology reports in Spanish F Villena, P Báez, S Peñafiel, M Rojas, I Paredes, J Dunstan Available at SSRN 3982259, 2021 | 3 | 2021 |
| A pseudonymized corpus of occupational health narratives for clinical entity recognition in Spanish J Dunstan, T Vakili, L Miranda, F Villena, C Aracena, T Quiroga, P Vera, ... BMC Medical Informatics and Decision Making 24 (1), 204, 2024 | 2 | 2024 |
| Training and intrinsic evaluation of lightweight word embeddings for the clinical domain in Spanish C Chiu, F Villena, K Martin, F Núñez, C Besa, J Dunstan Frontiers in Artificial Intelligence 5, 970517, 2022 | 2 | 2022 |
| Generative artificial intelligence in dentistry: Current approaches and future challenges F Villena, C Véliz, R García-Huidobro, S Aguayo arXiv preprint arXiv:2407.17532, 2024 | 1 | 2024 |
| LaboRecommender: A crazy-easy to use Python-based recommender system for laboratory tests F Villena arXiv preprint arXiv:2105.01209, 2021 | 1 | 2021 |
| Clinical analogy resolution performance for foundation language models F Villena, T Quiroga, J Dunstan ACM Transactions on Computing for Healthcare, 2024 | | 2024 |
Jocelyn DunstanUniversidad Católica de ChileVerified email at uc.cl