Fabián Villena

16 papers Journal 11Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Clinical Analogy Resolution Performance for Foundation Language Models.
ACM Trans. Comput. Heal.
Fabián Villena, Tamara Quiroga, Jocelyn Dunstan
2025 J jnl
NLP modeling recommendations for restricted data availability in clinical settings.
BMC Medical Informatics Decis. Mak.
Fabián Villena, Felipe Bravo-Marquez, Jocelyn Dunstan
2024 — conf
A Privacy-Preserving Corpus for Occupational Health in Spanish: Evaluation for NER and Classification Tasks.
ClinicalNLP@NAACL
Claudio Aracena, Luis Miranda, Thomas Vakili, Fabián Villena, Tamara Quiroga, Fredy Núñez-Torres, Victor Rocco, Jocelyn Dunstan
2024 J jnl
A pseudonymized corpus of occupational health narratives for clinical entity recognition in Spanish.
BMC Medical Informatics Decis. Mak.
Jocelyn Dunstan, Thomas Vakili, Luis Miranda, Fabián Villena, Claudio Aracena, Tamara Quiroga, Paulina Vera, Sebastián Viteri Valenzuela, Victor Rocco
2024 J jnl
Generative artificial intelligence in dentistry: Current approaches and future challenges.
CoRR
Fabián Villena, Claudia Véliz, Rosario García-Huidobro, Sebastián Aguayo
2024 J jnl
llmNER: (Zero|Few)-Shot Named Entity Recognition, Exploiting the Power of Large Language Models.
CoRR
Fabián Villena, Luis Miranda, Claudio Aracena
2023 — conf
Automatic Coding at Scale: Design and Deployment of a Nationwide System for Normalizing Referrals in the Chilean Public Healthcare System.
ClinicalNLP@ACL
Fabián Villena, Matías Rojas, Felipe Arias, Jorge Pacheco, Paulina Vera, Jocelyn Dunstan
2023 J jnl
Automatic Coding at Scale: Design and Deployment of a Nationwide System for Normalizing Referrals in the Chilean Public Healthcare System.
CoRR
Fabián Villena, Matías Rojas, Felipe Arias, Jorge Pacheco, Paulina Vera, Jocelyn Dunstan
2022 — conf
A Knowledge-Graph-Based Intrinsic Test for Benchmarking Medical Concept Embeddings and Pretrained Language Models.
LOUHI@EMNLP
Claudio Aracena, Fabián Villena, Matías Rojas, Jocelyn Dunstan
2022 J jnl
Automatic Extraction of Nested Entities in Clinical Referrals in Spanish.
ACM Trans. Comput. Heal.
Pablo Báez, Felipe Bravo-Marquez, Jocelyn Dunstan, Matías Rojas, Fabián Villena
2022 J jnl
Training and intrinsic evaluation of lightweight word embeddings for the clinical domain in Spanish.
Frontiers Artif. Intell.
Carolina Chiu, Fabián Villena, Kinan Martin, Fredy Núñez, Cecilia Besa, Jocelyn Dunstan
2021 J jnl
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.
Fabián Villena, Jorge Pérez, René Lagos, Jocelyn Dunstan
2021 J jnl
LaboRecommender: A crazy-easy to use Python-based recommender system for laboratory tests.
CoRR
Fabián Villena
2021 J jnl
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.
Jocelyn Dunstan, Fabián Villena, Jorge Pérez, René Lagos
2020 — conf
On the Construction of Multilingual Corpora for Clinical Text Mining.
MIE
Fabián Villena, Urs Eisenmann, Petra Knaup, Jocelyn Dunstan, Matthias Ganzinger
2020 — conf
The Chilean Waiting List Corpus: a new resource for clinical Named Entity Recognition in Spanish.
ClinicalNLP@EMNLP
Pablo Báez, Fabián Villena, Matías Rojas, Manuel Durán, Jocelyn Dunstan