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DUQUE FERNANDEZ, ANDRES

Lenguajes y Sistemas Informáticos / Universidad Nacional de Educación a Distancia

Publications

An end-to-end system for explainable clinical coding across languages and diverse medical data sources

  • Ramirez-Arrabe,A.
  • Martinez-Romo,J.
  • Duque,A.

BMC Medical Informatics and Decision Making - 1/12/2026

Editor: BioMed Central Ltd

10.1186/s12911-026-03473-6 View at source

  • ISSN/ISBN 1472-6947

Unifying Named Entity Recognition and Extreme Multi-Label Classification for Explainable Clinical Coding

  • Ramirez-Arrabe, Alicia
  • Duque, Andres
  • Martinez-Romo, Juan

Procesamiento del lenguaje natural (p. 41-52) - 2025

Editor: Sociedad Española para el Procesamiento del Lenguaje Natural

  • ISSN/ISBN 1135-5948

An integrated approach for rare disease detection and classification in Spanish pediatric medical reports

  • Duque,A.
  • Araujo,L.
  • Martinez-Romo,J.
  • Esteban-Vasallo,M.D.
  • Domínguez-Berjón,M.-F.
  • Malillos Perez,D.

Scientific Reports - 1/12/2025

Editor: Nature Research

10.1038/s41598-025-21827-4 View at source

  • ISSN/ISBN 2045-2322

Machine learning models and dimensionality reduction for improving the Android malware detection

  • Morán, P.
  • Robles-Gómez, A.
  • Duque, A.
  • Tobarra, L.
  • Pastor-Vargas, R.

PeerJ Computer Science - 2024

Editor: PeerJ Inc.

10.7717/peerj-cs.2616 View at source

  • ISSN/ISBN 2376-5992

Negation-based transfer learning for improving biomedical Named Entity Recognition and Relation Extraction

  • Fabregat, H.
  • Duque, A.
  • Martinez-Romo, J.
  • Araujo, L.

Journal of Biomedical Informatics - 1/02/2023

Editor: Academic Press Inc.

10.1016/j.jbi.2022.104279 View at source

  • ISSN/ISBN 1532-0464

A keyphrase-based approach for interpretable ICD-10 code classification of Spanish medical reports

  • Duque, A.
  • Fabregat, H.
  • Araujo, L.
  • Martinez-Romo, J.

Artificial Intelligence in Medicine - 1/11/2021

Editor: Elsevier B.V.

10.1016/j.artmed.2021.102177 View at source

  • ISSN/ISBN 1873-2860

Students' acceptance and tracking of a new container-based virtual laboratory

  • Tobarra, L.
  • Robles-Gómez, A.
  • Pastor, R.
  • Hernández, R.
  • Duque, A.
  • Cano, J.

Applied Sciences (Switzerland) - 1/02/2020

Editor: MDPI AG

10.3390/app10031091 View at source

  • ISSN/ISBN 2076-3417

EXTRAE: EXTRacción de Asociaciones entre Enfermedades y otros conceptos médicos

  • Pascual Carrasco, Mario
  • Araujo Serna, Lourdes
  • Martínez Romo, Juan
  • Duque Fernández, Andrés
  • López Ostenero, Fernando
  • Sanchez de Madariaga, Ricardo
  • Muñoz Carrero, Adolfo
... View more Collapse

Procesamiento del lenguaje natural (p. 171-174) - 2019

Editor: Sociedad Española para el Procesamiento del Lenguaje Natural

  • ISSN/ISBN 1135-5948

Discovering taxonomies in Wikipedia by means of grammatical evolution

  • Araujo, L.
  • Martinez-Romo, J.
  • Duque, A.

Soft Computing (p. 2907-2919) - 1/05/2018

Editor: Springer Verlag

10.1007/s00500-017-2544-4 View at source

  • ISSN/ISBN 1433-7479

Co-occurrence graphs for word sense disambiguation in the biomedical domain

  • Duque, A.
  • Stevenson, M.
  • Martinez-Romo, J.
  • Araujo, L.

Artificial Intelligence in Medicine (p. 9-19) - 1/05/2018

Editor: Elsevier B.V.

10.1016/j.artmed.2018.03.002 View at source

  • ISSN/ISBN 1873-2860

This researcher has no books.

This researcher has no book chapters.

NLP-UNED at eRisk 2024: Approximate Nearest Neighbors with Encoding Refinement for Early Detecting Signs of Anorexia

  • Fabregat, H.
  • Deniz, D.
  • Duque, A.
  • Araujo, L.
  • Martinez-Romo, J.

CEUR Workshop Proceedings (p. 813-824) - 2024

Editor: CEUR-WS

  • ISSN/ISBN 1613-0073

UNED-GELP at MentalRiskES 2024: Transformer-Based Encoders and Similarity Techniques for Early Risk Prediction of Mental Disorders

  • Fernandez-Hernandez, J.
  • Fabregat, H.
  • Duque, A.
  • Araujo, L.
  • Martinez-Romo, J.

CEUR Workshop Proceedings - 2024

Editor: CEUR-WS

  • ISSN/ISBN 1613-0073

A Re-labeling Approach Based on Approximate Nearest Neighbors for Identifying Gambling Disorders in Social Media

  • Fabregat, H.
  • Duque, A.
  • Araujo, L.
  • Martinez-Romo, J.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (p. 174-185) - 2023

Editor: Springer Science and Business Media Deutschland GmbH

10.1007/978-3-031-42448-9_15 View at source

  • ISSN/ISBN 1611-3349

NLP-UNED-2 at eRisk 2023: Detecting Pathological Gambling in Social Media through Dataset Relabeling and Neural Networks

  • Fabregat, H.
  • Duque, A.
  • Araujo, L.
  • Martinez-Romo, J.

CEUR Workshop Proceedings (p. 672-683) - 2023

Editor: CEUR-WS

  • ISSN/ISBN 1613-0073

NLP-UNED at MentalRiskES 2023: Approximate Nearest Neighbors for Identifying Health Disorders

  • Fabregat, H.
  • Duque, A.
  • Araujo, L.
  • Martinez-Romo, J.

CEUR Workshop Proceedings - 2023

Editor: CEUR-WS

  • ISSN/ISBN 1613-0073

LSI_UNED at ClinAIS 2023: Transformer Models for Section Identification in Spanish Medical Reports

  • Duque, A.
  • Araujo, L.
  • Martinez-Romo, J.
  • Fabregat, H.

CEUR Workshop Proceedings - 2023

Editor: CEUR-WS

  • ISSN/ISBN 1613-0073

UNED-NLP at eRisk 2022: Analyzing gambling disorders in Social Media using Approximate Nearest Neighbors

  • Fabregat, H.
  • Duque, A.
  • Araujo, L.
  • Martinez-Romo, J.

CEUR Workshop Proceedings (p. 894-904) - 2022

Editor: CEUR-WS

  • ISSN/ISBN 1613-0073

LSI_UNED at CLEF eHealth2021: Exploring the effects of transfer learning in negation detection and entity recognition in clinical texts

  • Fabregat, H.
  • Duque, A.
  • Araujo, L.
  • Martinez-Romo, J.

CEUR Workshop Proceedings (p. 780-793) - 2021

Editor: CEUR-WS

  • ISSN/ISBN 1613-0073

Game-based learning approach to cybersecurity

  • Tobarra, L.
  • Trapero, A.P.
  • Pastor, R.
  • Robles-Gomez, A.
  • Hernandez, R.
  • Duque, A.
  • Cano, J.
... View more Collapse

IEEE Global Engineering Education Conference, EDUCON (p. 1125-1132) - 1/04/2020

Editor: IEEE Computer Society

10.1109/educon45650.2020.9125202 View at source

  • ISSN/ISBN 2165-9567

De-identification through named entity recognition for medical document anonymization

  • Fabregat, H.
  • Duque, A.
  • Martinez-Romo, J.
  • Araujo, L.

CEUR Workshop Proceedings (p. 663-670) - 2019

Editor: CEUR-WS

  • ISSN/ISBN 1613-0073

This researcher has no working papers.

This researcher has no technical reports.

This researcher has no research projects.

This researcher has no supervised thesis.

This researcher has no patents or software licenses.

Last data update: 10/29/26 11:05 AM