Facultad de Informática
Centro
ARANTZA
CASILLAS RUBIO
PROFESORADO AGREGADO
Publicaciones en las que colabora con ARANTZA CASILLAS RUBIO (25)
2024
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ENIA Chair in Artificial Intelligence and Language Technology
CEUR Workshop Proceedings
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Mental Disorder Detection in Spanish: Hands on Skewed Class Distribution to Leverage Training
CEUR Workshop Proceedings
2023
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Cause of Death estimation from Verbal Autopsies: Is the Open Response redundant or synergistic?
Artificial Intelligence in Medicine, Vol. 143
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State-of-the-Art in Language Technology and Language-centric Artificial Intelligence
Cognitive Technologies (Springer Science and Business Media Deutschland GmbH), pp. 13-38
2020
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Boosting ICD multi-label classification of health records with contextual embeddings and label-granularity
Computer Methods and Programs in Biomedicine, Vol. 188
2019
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Ixamed at eHealth-KD challenge 2019 using different paradigms to solve clinical relation extraction
CEUR Workshop Proceedings
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Measuring the effect of different types of unsupervised word representations on Medical Named Entity Recognition
International Journal of Medical Informatics, Vol. 129, pp. 100-106
2018
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A hybrid approach for automatic disability annotation
CEUR Workshop Proceedings
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Automatic misogyny identification using neural networks
CEUR Workshop Proceedings
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Can i find information about rare diseases in some other language?
Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018
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Ensembles for clinical entity extraction
Procesamiento del lenguaje natural, Núm. 60, pp. 13-20
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IxaMed at CLEF eHealth 2018 task 1: ICD10 coding with a sequence-to-sequence approach
CEUR Workshop Proceedings
2016
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Deteami research-transference project: natural language processing technologies to the aid of pharmacy and pharmacosurveillance
Procesamiento del lenguaje natural, Núm. 57, pp. 155-158
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Document-level adverse drug reaction event extraction on electronic health records in Spanish
Procesamiento del lenguaje natural, Núm. 56, pp. 49-56
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IXAmed-IE: On-line medical entity identification and ADR event extraction in Spanish
Proceedings - 2016 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2016
2015
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Computer aided classification of diagnostic terms in spanish
Expert Systems with Applications, Vol. 42, Núm. 6, pp. 2949-2958
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On the creation of a clinical gold standard corpus in Spanish: Mining adverse drug reactions
Journal of Biomedical Informatics, Vol. 56, pp. 318-332
2014
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The aid of machine learning to overcome the classification of real health discharge reports written in Spanish
Procesamiento del lenguaje natural, Núm. 53, pp. 77-84
2012
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First approaches on Spanish medical record classification using diagnostic term to class transduction
FSMNLP 2012 - Proceedings of the 10th International Workshop on Finite State Methods and Natural Language Processing
2011
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Biomedical event extraction using Kybots
Procesamiento del lenguaje natural, Núm. 47, pp. 31-38