Search Results for author: Fabián Villena

Found 5 papers, 2 papers with code

Clinical Flair: A Pre-Trained Language Model for Spanish Clinical Natural Language Processing

1 code implementation NAACL (ClinicalNLP) 2022 Matías Rojas, Jocelyn Dunstan, Fabián Villena

To validate the quality of the contextual representations retrieved from our model, we tested them on four named entity recognition datasets belonging to the clinical and biomedical domains.

Language Modelling named-entity-recognition +3

The Chilean Waiting List Corpus: a new resource for clinical Named Entity Recognition in Spanish

no code implementations EMNLP (ClinicalNLP) 2020 Pablo Báez, Fabián Villena, Matías Rojas, Manuel Durán, Jocelyn Dunstan

The best results were achieved by using a biLSTM-CRF architecture using word embeddings trained over Spanish Wikipedia together with clinical embeddings computed by the group.

named-entity-recognition Named Entity Recognition +2

LaboRecommender: A crazy-easy to use Python-based recommender system for laboratory tests

no code implementations3 May 2021 Fabián Villena

Laboratory tests play a major role in clinical decision making because they are essential for the confirmation of diagnostics suspicions and influence medical decisions.

Collaborative Filtering Decision Making +1

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