Alicia Pérez
Orcid: 0000-0003-2638-9598
According to our database1,
Alicia Pérez
authored at least 73 papers
between 2002 and 2024.
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Bibliography
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
OBSER-MENH: Digital OBSERvatory of MENtal Health in Social Networks for Healthcare Institutions Based on Language Technologies.
Proceedings of the Annual Conference of the Spanish Association for Natural Language Processing 2023: Projects and System Demonstrations (SEPLN-PD 2023) co-located with the International Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 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
Proceedings of the 14th International Conference on Recent Advances in Natural Language Processing, 2023
OBSER-MENH at eRisk 2023: Deep Learning-Based Approaches for Symptom Detection in Depression and Early Identification of Pathological Gambling Indicators.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 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
Proceedings of the Thirtieth Text REtrieval Conference, 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
MAMTRA-MED at CLEF eHealth 2018: A Combination of Information Retrieval Techniques and Neural Networks for ICD-10 Coding of Death Certificates.
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
Deteami research-transference project: natural language processing technologies to the aid of pharmacy and pharmacosurveillance.
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
Proceedings of the INTERSPEECH 2012, 2012
Finite-State Acoustic and Translation Model Composition in Statistical Speech Translation: Empirical Assessment.
Proceedings of the 10th International Workshop on Finite State Methods and Natural Language Processing, 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 the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011
2010
Proces. del Leng. Natural, 2010
Exploiting morphology in speech translation with phrase-based finite-state transducers.
Proceedings of the 2nd Workshop on Spoken Language Technologies for Under-Resourced Languages, 2010
Proceedings of the 14th Annual conference of the European Association for Machine Translation, 2010
Proceedings of the Database and Expert Systems Applications, 2010
Hierarchical Finite-State Models for Speech Translation Using Categorization of Phrases.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2010
2008
Speech Commun., 2008
2007
Proceedings of the Second Workshop on Statistical Machine Translation, 2007
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2007
A comparison of linguistically and statistically enhanced models for speech-to-speech machine translation.
Proceedings of the 2007 International Workshop on Spoken Language Translation, 2007
Proceedings of the INTERSPEECH 2007, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
2006
Proceedings of the Advances in Natural Language Processing, 2006
2005
Proceedings of the Finite-State Methods and Natural Language Processing, 2005
2002
Proceedings of the 16th International Conference on Pattern Recognition, 2002
Proceedings of the Eighth International Workshop on Frontiers in Handwriting Recognition, 2002