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2020 – today
- 2024
[j5]Jocelyn Dunstan, Thomas Vakili, Luis Miranda, Fabián Villena, Claudio Aracena, Tamara Quiroga, Paulina Vera, Sebastián Viteri Valenzuela, Victor Rocco:
A pseudonymized corpus of occupational health narratives for clinical entity recognition in Spanish. BMC Medical Informatics Decis. Mak. 24(4): 204 (2024)- [c5]Claudio Aracena, Luis Miranda, Thomas Vakili, Fabián Villena, Tamara Quiroga, Fredy Núñez-Torres, Victor Rocco, Jocelyn Dunstan:
A Privacy-Preserving Corpus for Occupational Health in Spanish: Evaluation for NER and Classification Tasks. ClinicalNLP@NAACL 2024: 111-121 - [d1]Fabián Villena:
Dental Digital Scribe Dataset. IEEE DataPort, 2024
- [i4]Fabián Villena, Luis Miranda, Claudio Aracena:
llmNER: (Zero|Few)-Shot Named Entity Recognition, Exploiting the Power of Large Language Models. CoRR abs/2406.04528 (2024) - [i3]Fabián Villena, Claudia Véliz, Rosario García-Huidobro, Sebastián Aguayo:
Generative artificial intelligence in dentistry: Current approaches and future challenges. CoRR abs/2407.17532 (2024) - 2023
- [c4]Fabián Villena, Matías Rojas, Felipe Arias, Jorge Pacheco, Paulina Vera, Jocelyn Dunstan:
Automatic Coding at Scale: Design and Deployment of a Nationwide System for Normalizing Referrals in the Chilean Public Healthcare System. ClinicalNLP@ACL 2023: 335-343 - [i2]Fabián Villena, Matías Rojas, Felipe Arias, Jorge Pacheco, Paulina Vera, Jocelyn Dunstan:
Automatic Coding at Scale: Design and Deployment of a Nationwide System for Normalizing Referrals in the Chilean Public Healthcare System. CoRR abs/2307.05560 (2023) - 2022
- [j4]Carolina Chiu, Fabián Villena, Kinan Martin, Fredy Núñez
, Cecilia Besa, Jocelyn Dunstan:
Training and intrinsic evaluation of lightweight word embeddings for the clinical domain in Spanish. Frontiers Artif. Intell. 5 (2022) - [j3]Pablo Báez, Felipe Bravo-Marquez, Jocelyn Dunstan, Matías Rojas, Fabián Villena:
Automatic Extraction of Nested Entities in Clinical Referrals in Spanish. ACM Trans. Comput. Heal. 3(3): 28:1-28:22 (2022) - [c3]Claudio Aracena, Fabián Villena, Matías Rojas, Jocelyn Dunstan:
A Knowledge-Graph-Based Intrinsic Test for Benchmarking Medical Concept Embeddings and Pretrained Language Models. LOUHI@EMNLP 2022: 197-206 - 2021
- [j2]Jocelyn Dunstan, Fabián Villena, Jorge Pérez, René Lagos:
Supporting the classification of patients in public hospitals in Chile by designing, deploying and validating a system based on natural language processing. BMC Medical Informatics Decis. Mak. 21(1): 208 (2021) - [j1]Fabián Villena, Jorge Pérez, René Lagos, Jocelyn Dunstan:
Correction to: Supporting the classification of patients in public hospitals in Chile by designing, deploying and validating a system based on natural language processing. BMC Medical Informatics Decis. Mak. 21(1): 220 (2021) - [i1]Fabián Villena:
LaboRecommender: A crazy-easy to use Python-based recommender system for laboratory tests. CoRR abs/2105.01209 (2021) - 2020
- [c2]Pablo Báez, Fabián Villena, Matías Rojas, Manuel Durán, Jocelyn Dunstan:
The Chilean Waiting List Corpus: a new resource for clinical Named Entity Recognition in Spanish. ClinicalNLP@EMNLP 2020: 291-300 - [c1]Fabián Villena, Urs Eisenmann, Petra Knaup, Jocelyn Dunstan, Matthias Ganzinger:
On the Construction of Multilingual Corpora for Clinical Text Mining. MIE 2020: 347-351
Coauthor Index
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last updated on 2024-10-07 22:19 CEST by the dblp team
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