C
search
search
reviewers
reviewers
feeds
feeds
assignments
assignments
settings
logout
Fabián Villena
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 10
Top Topics
Natural Language Processing
Clinical Data
Named Entity Recognition
Wordnet
Top Venues
BMC Medical Informatics Decis. Mak.
CoRR
MIE
LOUHI@EMNLP
</>
Publications
</>
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)
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
(2023)
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)
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) (2022)
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)
Fabián Villena
LaboRecommender: A crazy-easy to use Python-based recommender system for laboratory tests.
CoRR
(2021)
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) (2021)
Fabián Villena
,
Jorge Pérez
,
René Lagos
,
Jocelyn Dunstan
Correction to: Supporting the classifcation 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) (2021)
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)
Fabián Villena
,
Urs Eisenmann
,
Petra Knaup
,
Jocelyn Dunstan
,
Matthias Ganzinger
On the Construction of Multilingual Corpora for Clinical Text Mining.
MIE
(2020)