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Scopus Author ID: 57214225679

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Chile

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Employment (3)

Universidad Diego Portales: Santiago de Chile, CL

2018-03-15 to present | Docente Part-Time (Departamento de Morfofunción)
Employment
Source: Self-asserted source
Fabián Villena

Universidad Diego Portales: Santiago, Santiago de Chile, CL

2016-03-01 to 2016-12-31 | Presidente (Sociedad Científica de Estudiantes de Odontología)
Employment
Source: Self-asserted source
Fabián Villena

ANACEO Chile: Santiago de Chile, CL

2016-03-01 to 2016-12-31 | Director (Revista ANACEO)
Employment
Source: Self-asserted source
Fabián Villena

Education and qualifications (3)

Universidad De Chile: Santiago de Chile, CL

2018-04-01 to present | Magister en Informática Médica (Centro de Informática Médica y Telemedicina)
Education
Source: Self-asserted source
Fabián Villena

Universidad Diego Portales: Santiago de Chile, CL

2012-03-03 to 2017-12-20 | Cirujano Dentista (Escuela de Odontología)
Education
Source: Self-asserted source
Fabián Villena

Universidad Diego Portales: Santiago, Santiago, CL

2012-01-01 to 2014-12-31 | Minor en Ciencias
Education
Source: Self-asserted source
Fabián Villena

Works (24)

A pseudonymized corpus of occupational health narratives for clinical entity recognition in Spanish

Research Square
2024 | Other
DOI: 10.21203/rs.3.rs-3826527/v1
EID:

2-s2.0-85184818753
Contributors: Dunstan, J.; Vakili, T.; Miranda, L.; Villena, F.; Aracena, C.; Quiroga, T.; Vera, P.; Valenzuela, S.V.; Rocco, V.
Source: Self-asserted source
Fabián Villena via Scopus - Elsevier

A pseudonymized corpus of occupational health narratives for clinical entity recognition in Spanish

BMC Medical Informatics and Decision Making
2024 | Journal article
DOI: 10.1186/s12911-024-02609-w
EID:

2-s2.0-85199343231

Part of ISSN: 14726947
Contributors: Dunstan, J.; Vakili, T.; Miranda, L.; Villena, F.; Aracena, C.; Quiroga, T.; Vera, P.; Viteri Valenzuela, S.; Rocco, V.
Source: Self-asserted source
Fabián Villena via Scopus - Elsevier

Generative artificial intelligence in dentistry: Current approaches and future challenges

arXiv
2024 | Other
DOI: 10.48550/arXiv.2407.17532
EID:

2-s2.0-85201027295

Part of ISSN: 23318422
Contributors: Villena, F.; Véliz, C.; García-Huidobro, R.; Aguayo, S.
Source: Self-asserted source
Fabián Villena via Scopus - Elsevier

llmNER: (Zero|Few)-Shot Named Entity Recognition, Exploiting the Power of Large Language Models

arXiv
2024 | Other
DOI: 10.48550/arXiv.2406.04528
EID:

2-s2.0-85198302932

Part of ISSN: 23318422
Contributors: Villena, F.; Miranda, L.; Aracena, C.
Source: Self-asserted source
Fabián Villena via Scopus - Elsevier

Clinical analogy resolution performance for foundation language models

ACM Transactions on Computing for Healthcare
2024-12-21 | Journal article
DOI: 10.1145/3709155
Contributors: Fabián Villena; Tamara Quiroga; Jocelyn Dunstan
Source: check_circle
Crossref

A transcription and information extraction system to facilitate EHR documentation in Spanish

Research Square
2023 | Other
DOI: 10.21203/rs.3.rs-3175804
EID:

2-s2.0-85166965045
Contributors: Fernández, M.; Villena, F.; Rojas, M.; Núñez, F.; Silva Sánchez, J.F.; Dunstan, J.
Source: Self-asserted source
Fabián Villena via Scopus - Elsevier

Automatic Coding at Scale: Design and Deployment of a Nationwide System for Normalizing Referrals in the Chilean Public Healthcare System

arXiv
2023 | Other
EID:

2-s2.0-85165898526

Part of ISSN: 23318422
Contributors: Villena, F.; Rojas, M.; Arias, F.; Pacheco, J.; Vera, P.; Dunstan, J.
Source: Self-asserted source
Fabián Villena via Scopus - Elsevier

Automatic Coding at Scale: Design and Deployment of a Nationwide System for Normalizing Referrals in the Chilean Public Healthcare System

Proceedings of the Annual Meeting of the Association for Computational Linguistics
2023 | Conference paper
EID:

2-s2.0-85175433343

Part of ISBN: 9781959429883
Part of ISSN: 0736587X
Contributors: Villena, F.; Rojas, M.; Arias, F.; Pacheco, J.; Vera, P.; Dunstan, J.
Source: Self-asserted source
Fabián Villena via Scopus - Elsevier

Predicting no-show appointments in a pediatric hospital in Chile using machine learning

Health Care Management Science
2023 | Journal article
DOI: 10.1007/s10729-022-09626-z
EID:

2-s2.0-85146958799

Part of ISSN: 15729389 13869620
Contributors: Dunstan, J.; Villena, F.; Hoyos, J.P.; Riquelme, V.; Royer, M.; Ramírez, H.; Peypouquet, J.
Source: Self-asserted source
Fabián Villena via Scopus - Elsevier
grade
Preferred source (of 2)‎

A Knowledge-Graph-Based Intrinsic Test for Benchmarking Medical Concept Embeddings and Pretrained Language Models

LOUHI 2022 - 13th International Workshop on Health Text Mining and Information Analysis, Proceedings of the Workshop
2022 | Conference paper
EID:

2-s2.0-85154552744

Part of ISBN: 9781959429135
Contributors: Aracena, C.; Villena, F.; Rojas, M.; Dunstan, J.
Source: Self-asserted source
Fabián Villena via Scopus - Elsevier

Applications of machine learning in healthcare,Aplicaciones de aprendizaje automático en salud

Revista Medica Clinica Las Condes
2022 | Journal article
DOI: 10.1016/j.rmclc.2022.10.001
EID:

2-s2.0-85148861648

Part of ISSN: 25310186 07168640
Contributors: Aracena, C.; Villena, F.; Arias, F.; Dunstan, J.
Source: Self-asserted source
Fabián Villena via Scopus - Elsevier

Automatic Extraction of Nested Entities in Clinical Referrals in Spanish

ACM Transactions on Computing for Healthcare
2022 | Journal article
DOI: 10.1145/3498324
EID:

2-s2.0-85137346329

Part of ISSN: 26378051 26911957
Contributors: Báez, P.; Bravo-Marquez, F.; Dunstan, J.; Rojas, M.; Villena, F.
Source: Self-asserted source
Fabián Villena via Scopus - Elsevier

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

ClinicalNLP 2022 - 4th Workshop on Clinical Natural Language Processing, Proceedings
2022 | Conference paper
EID:

2-s2.0-85138233350

Part of ISBN: 9781955917773
Contributors: Rojas, M.; Dunstan, J.; Villena, F.
Source: Self-asserted source
Fabián Villena via Scopus - Elsevier

Training and intrinsic evaluation of lightweight word embeddings for the clinical domain in Spanish

Frontiers in Artificial Intelligence
2022 | Journal article
DOI: 10.3389/frai.2022.970517
EID:

2-s2.0-85140645534

Part of ISSN: 26248212
Contributors: Chiu, C.; Villena, F.; Martin, K.; Núñez, F.; Besa, C.; Dunstan, J.
Source: Self-asserted source
Fabián Villena via Scopus - Elsevier

Construction of text resources for automatic identification of clinical information in unstructured narratives,Construcción de recursos de texto para la identificación automática de información clínica en narrativas no estructuradas

Revista Medica de Chile
2021 | Journal article
DOI: 10.4067/s0034-98872021000701014
EID:

2-s2.0-85119256582

Part of ISSN: 07176163 00349887
Contributors: Báez, P.; Villena, F.; Zúñiga, K.; Jones, N.; Fernández, G.; Durán, M.; Dunstan, J.
Source: Self-asserted source
Fabián Villena via Scopus - Elsevier

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 and Decision Making, (2021), 21, 1, (208), 10.1186/s12911-021-01565-z)

BMC Medical Informatics and Decision Making
2021 | Journal article
DOI: 10.1186/s12911-021-01587-7
EID:

2-s2.0-85110848462

Part of ISSN: 14726947
Contributors: Villena, F.; Pérez, J.; Lagos, R.; Dunstan, J.
Source: Self-asserted source
Fabián Villena via Scopus - Elsevier

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 and Decision Making
2021 | Journal article
DOI: 10.1186/s12911-021-01565-z
EID:

2-s2.0-85109134600

Part of ISSN: 14726947
Contributors: Dunstan, J.; Villena, F.; Pérez, J.; Lagos, R.
Source: Self-asserted source
Fabián Villena via Scopus - Elsevier

The incidence of psoriasis in Chile: an analysis of the National Waiting List Repository

Clinical and Experimental Dermatology
2021 | Journal article
DOI: 10.1111/ced.14713
EID:

2-s2.0-85108819655

Part of ISSN: 13652230 03076938
Contributors: Lecaros, C.; Dunstan, J.; Villena, F.; Ashcroft, D.M.; Parisi, R.; Griffiths, C.E.M.; Härtel, S.; Maul, J.T.; De la Cruz, C.
Source: Self-asserted source
Fabián Villena via Scopus - Elsevier
grade
Preferred source (of 2)‎

On the &onstruction of 0ultilingual &orpora for &linical 7ext 0ining

Studies in Health Technology and Informatics
2020 | Conference paper
DOI: 10.3233/SHTI200180
EID:

2-s2.0-85086886174

Part of ISBN: 9781643680828
Part of ISSN: 18798365 09269630
Contributors: Villena, F.; Eisenmann, U.; Knaup, P.; Dunstan, J.; Ganzinger, M.
Source: Self-asserted source
Fabián Villena via Scopus - Elsevier

Supporting the Classification of Patients in Public Hospitals in Chile by Designing, Deploying and Validating a System Based on Natural Language Processing

Research Square
2020 | Other
DOI: 10.21203/rs.3.rs-108491/v1
EID:

2-s2.0-85166713944
Contributors: Villena, F.; Perez, J.; Lagos, R.; Dunstan, J.
Source: Self-asserted source
Fabián Villena via Scopus - Elsevier

On the construction of multilingual corpora for clinical text mining

Studies in Health Technology and Informatics
2020-05-01 | Conference paper
Source: Self-asserted source
Fabián Villena

[Automatic keyword retrieval from clinical texts: an application of natural language processing to massive data of Chilean suspected diagnosis].

Revista medica de Chile
2019-10-01 | Journal article
DOI: 10.4067/s0034-98872019001001229
PMID: 32186630
Source: Self-asserted source
Fabián Villena
grade
Preferred source (of 2)‎

Fabricación De Biomodelos Tridimensionales Odontológicos A Partir De Tomografías Computarizadas

2017 | Journal article
DOI: 10.5281/zenodo.1004602
Source: Self-asserted source
Fabián Villena

Restauración Directa con Técnica de Estampado Simplificada en Resina Compuesta: Caso Clínico

Revista ANACEO
2016 | Journal article
Source: Self-asserted source
Fabián Villena
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