Arantza Casillas
Orcid: 0000-0003-4248-8182
According to our database1,
Arantza Casillas
authored at least 83 papers
between 1997 and 2024.
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Bibliography
2024
Quantifying decision support level of explainable automatic classification of diagnoses in Spanish medical records.
Comput. Biol. Medicine, 2024
Mental Disorder Detection in Spanish: Hands on Skewed Class Distribution to Leverage Training.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2024) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2024), 2024
Proceedings of the Seminar of the Spanish Society for Natural Language Processing: Projects and System Demonstrations (SEPLN-CEDI-PD 2024) co-located with the 7th Spanish Conference on Informatics (CEDI 2024), 2024
Temporal Name Entity Recognition and Relation Extraction in Clinical Electronic Health Records with Span-based Entity and Relation Transformer.
Proceedings of the 14th International Conference on Bioscience, 2024
2023
Cause of Death estimation from Verbal Autopsies: Is the Open Response redundant or synergistic?
Artif. Intell. Medicine, September, 2023
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023
Representation Exploration and Deep Learning Applied to the Early Detection of Pathological Gambling Risks.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023
2022
State-of-the-Art in Language Technology and Language-centric Artificial Intelligence.
Proceedings of the European Language Equality, 2022
Exploiting ICD Hierarchy for Classification of EHRs in Spanish Through Multi-Task Transformers.
IEEE J. Biomed. Health Informatics, 2022
Implementation of specialised attention mechanisms: ICD-10 classification of Gastrointestinal discharge summaries in English, Spanish and Swedish.
J. Biomed. Informatics, 2022
Explainable ICD multi-label classification of EHRs in Spanish with convolutional attention.
Int. J. Medical Informatics, 2022
Preliminary exploration of topic modelling representations for Electronic Health Records coding according to the International Classification of Diseases in Spanish.
Expert Syst. Appl., 2022
2021
Extracting Cause of Death From Verbal Autopsy With Deep Learning Interpretable Methods.
IEEE J. Biomed. Health Informatics, 2021
Adverse Drug Reaction extraction: Tolerance to entity recognition errors and sub-domain variants.
Comput. Methods Programs Biomed., 2021
Proceedings of the Text, Speech, and Dialogue - 24th International Conference, 2021
DOTT-HEALTH: Desarrollo de Tecnologı'a aplicada a textos para el soporte de diagnosis, prevención y gestión de instituciones de SALUD.
Proceedings of the Annual Conference of the Spanish Association for Natural Language Processing: Projects and Demonstrations (SEPLN-PD 2021) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2021), 2021
On the Contribution of Per-ICD Attention Mechanisms to Classify Health Records in Languages with Fewer Resources than English.
Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), 2021
2020
J. Biomed. Informatics, 2020
Boosting ICD multi-label classification of health records with contextual embeddings and label-granularity.
Comput. Methods Programs Biomed., 2020
IEEE Access, 2020
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2020) co-located with 36th Conference of the Spanish Society for Natural Language Processing (SEPLN 2020), 2020
IXA-AAA at CLEF eHealth 2020 CodiEsp. Automatic Classification of Medical Records with Multi-label Classifiers and Similarity Match Coders.
Proceedings of the Working Notes of CLEF 2020, 2020
2019
IEEE J. Biomed. Health Informatics, 2019
Soft Comput., 2019
Recent advances in Swedish and Spanish medical entity recognition in clinical texts using deep neural approaches.
BMC Medical Informatics Decis. Mak., 2019
Smoothing dense spaces for improved relation extraction between drugs and adverse reactions.
Int. J. Medical Informatics, 2019
Measuring the effect of different types of unsupervised word representations on Medical Named Entity Recognition.
Int. J. Medical Informatics, 2019
The class imbalance problem detecting adverse drug reactions in electronic health records.
Health Informatics J., 2019
Expert Syst. Appl., 2019
IxaMed at eHealth-KD Challenge 2019: Using Different Paradigms to Solve Clinical Relation Extraction.
Proceedings of the Iberian Languages Evaluation Forum co-located with 35th Conference of the Spanish Society for Natural Language Processing, 2019
2018
Machine Learning Approaches on Diagnostic Term Encoding With the ICD for Clinical Documentation.
IEEE J. Biomed. Health Informatics, 2018
Int. J. Medical Informatics, 2018
Comput. Methods Programs Biomed., 2018
Proceedings of the Third Workshop on Evaluation of Human Language Technologies for Iberian Languages (IberEval 2018) co-located with 34th Conference of the Spanish Society for Natural Language Processing (SEPLN 2018), 2018
Proceedings of the Third Workshop on Evaluation of Human Language Technologies for Iberian Languages (IberEval 2018) co-located with 34th Conference of the Spanish Society for Natural Language Processing (SEPLN 2018), 2018
IxaMed at CLEF eHealth 2018 Task 1: ICD10 Coding with a Sequence-to-Sequence Approach.
Proceedings of the Working Notes of CLEF 2018, 2018
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
2017
Semi-supervised medical entity recognition: A study on Spanish and Swedish clinical corpora.
J. Biomed. Informatics, 2017
Medical Entity Recognition and Negation Extraction: Assessment of NegEx on Health Records in Spanish.
Proceedings of the Bioinformatics and Biomedical Engineering, 2017
2016
Document-level adverse drug reaction event extraction on electronic health records in Spanish.
Proces. del Leng. Natural, 2016
Learning to extract adverse drug reaction events from electronic health records in Spanish.
Expert Syst. Appl., 2016
Fully unsupervised low-dimensional representation of adverse drug reaction events through distributional semantics.
Proceedings of the Fifth Workshop on Building and Evaluating Resources for Biomedical Text Mining, 2016
IXAmed-IE: On-line medical entity identification and ADR event extraction in Spanish.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016
Proceedings of the Clinical Natural Language Processing Workshop, 2016
2015
On the creation of a clinical gold standard corpus in Spanish: Mining adverse drug reactions.
J. Biomed. Informatics, 2015
Expert Syst. Appl., 2015
2014
The aid of machine learning to overcome the classification of real health discharge reports written in Spanish.
Proces. del Leng. Natural, 2014
IxaMed: Applying Freeling and a Perceptron Sequential Tagger at the Shared Task on Analyzing Clinical Texts.
Proceedings of the 8th International Workshop on Semantic Evaluation, 2014
Proceedings of the 5th International Workshop on Health Text Mining and Information Analysis, 2014
2013
Automatic Annotation of Medical Records in Spanish with Disease, Drug and Substance Names.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013
2012
First Approaches on Spanish Medical Record Classification Using Diagnostic Term to Class Transduction.
Proceedings of the 10th International Workshop on Finite State Methods and Natural Language Processing, 2012
2011
Proceedings of BioNLP Shared Task 2011 Workshop, Portland, Oregon, USA, June 24, 2011, 2011
Proceedings of the Second Workshop on Statistical Parsing of Morphologically Rich Languages, 2011
2009
2008
Proceedings of the 8th Conference of the Association for Machine Translation in the Americas: Research Papers, 2008
2007
Multilingual news clustering: Feature translation vs. identification of cognate named entities.
Pattern Recognit. Lett., 2007
Proceedings of the Text, Speech and Dialogue, 10th International Conference, 2007
Spanish-Basque Parallel Corpus Structure: Linguistic Annotations and Translation Units.
Proceedings of the Text, Speech and Dialogue, 10th International Conference, 2007
2006
Multilingual News Document Clustering: Two Algorithms Based on Cognate Named Entities.
Proceedings of the Text, Speech and Dialogue, 9th International Conference, 2006
Multilingual Document Clustering: An Heuristic Approach Based on Cognate Named Entities.
Proceedings of the ACL 2006, 2006
2005
Evaluación del clustering de páginas web mediante funciones de peso y combinación heurística de criterios.
Proces. del Leng. Natural, 2005
2004
Proceedings of the String Processing and Information Retrieval, 2004
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2004
Sentence Alignment for Spanish-Basque Bitexts: Word Correspondences vs. Markup Similarity.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2004
2003
Proces. del Leng. Natural, 2003
Proceedings of the Text, Speech and Dialogue, 6th International Conference, 2003
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2003
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2003
2002
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2002
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2002
2001
Proces. del Leng. Natural, 2001
2000
Proceedings of the Envisioning Machine Translation in the Information Future, 2000
1998
Value added tagging for multilingual resources management.
Proceedings of the First International Conference on Language Resources and Evaluation, 1998
Proceedings of the 36th Annual Meeting of the Association for Computational Linguistics and 17th International Conference on Computational Linguistics, 1998
Proceedings of the Sixth Workshop on Very Large Corpora, 1998
1997
Proceedings of the Proceedings 1997 IEEE Symposium on Visual Languages, 1997
A User Interface for the Design of Human Figures Multimedia Animations.
Proceedings of the Hypertext - Information Retrieval, 1997