Arantza Casillas

发表

Ensembles for clinical entity extraction

Koldo Gojenola, Alicia Pérez, Rebecka Weegar, 2018, Proces. del Leng. Natural.

Mixing Approaches to MT for Basque: Selecting the best output from RBMT, EBMT and SMT

Iaki Alegria, Gorka Labaka, Kepa Sarasola, 2008 .

Medical Entity Recognition and Negation Extraction: Assessment of NegEx on Health Records in Spanish

Alicia Pérez, Arantza Casillas, Maite Oronoz, 2017, IWBBIO.

IXAmed-IE: On-line medical entity identification and ADR event extraction in Spanish

Koldo Gojenola, Arantza Díaz de Ilarraza, Alicia Pérez, 2016, 2016 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Automatic Misogyny Identification Using Neural Networks

Nerea Ezeiza, Koldo Gojenola, Arantza Díaz de Ilarraza, 2018, IberEval@SEPLN.

An XML Resource Definition for Spoken Document Retrieval

Arantza Casillas, Mikel Penagarikano, Amparo Varona, 2009 .

Bitext Correspondences through Rich Mark-up

Joseba Abaitua, Arantza Casillas, Raquel Martínez-Unanue, 1998, COLING.

Exploring Joint AB-LSTM With Embedded Lemmas for Adverse Drug Reaction Discovery

Arantza Casillas, Alicia Perez, Sara Santiso, 2019, IEEE Journal of Biomedical and Health Informatics.

Machine Learning Approaches on Diagnostic Term Encoding With the ICD for Clinical Documentation

Alicia Pérez, Arantza Casillas, Aitziber Atutxa, 2018, IEEE Journal of Biomedical and Health Informatics.

Adverse Drug Event prediction combining shallow analysis and machine learning

Koldo Gojenola, Alicia Pérez, Arantza Casillas, 2014, Louhi@EACL.

Evaluación del clustering de páginas web mediante funciones de peso y combinación heurística de criterios

Soto Montalvo, Arantza Casillas, Víctor Fresno-Fernández, 2005, Proces. del Leng. Natural.

Computer aided classification of diagnostic terms in spanish

Koldo Gojenola, Arantza Díaz de Ilarraza, Alicia Pérez, 2015, Expert Syst. Appl..

IxaMed at CLEF eHealth 2018 Task 1: ICD10 Coding with a Sequence-to-Sequence Approach

Nerea Ezeiza, Koldo Gojenola, Maite Oronoz Anchordoqui, 2018, CLEF.

Neural negated entity recognition in Spanish electronic health records

Alicia Pérez, Arantza Casillas, Maite Oronoz, 2020, J. Biomed. Informatics.

Document-level adverse drug reaction event extraction on electronic health records in Spanish

Koldo Gojenola, Alicia Pérez, Arantza Casillas, 2016, Proces. del Leng. Natural.

Partitional Clustering Experiments with News Documents

Arantza Casillas, Raquel Martínez-Unanue, Mayte Teresa González de Lena, 2003, CICLing.

DTD-driven bilingual document generation

Joseba Abaitua, Arantza Casillas, Raquel Martínez-Unanue, 2000, INLG.

Deep Medical Entity Recognition for Swedish and Spanish

Alicia Pérez, Rebecka Weegar, Arantza Casillas, 2018, 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Multilingual News Document Clustering: Two Algorithms Based on Cognate Named Entities

Soto Montalvo, Arantza Casillas, Víctor Fresno-Fernández, 2006, TSD.

Bitext Generation Through Rich Markup

Arantza Casillas, Raquel Martínez-Unanue, Arantza Casillas, 2004, Comput. Humanit..

Spanish-Basque Parallel Corpus Structure: Linguistic Annotations and Translation Units

Kepa Sarasola, Arantza Díaz de Ilarraza, Arantza Casillas, 2007, TSD.

Smoothing dense spaces for improved relation extraction between drugs and adverse reactions

Alicia Pérez, Arantza Casillas, Sara Santiso Gonzáles, 2019, Int. J. Medical Informatics.

IxaMed at eHealth-KD Challenge 2019: Using Different Paradigms to Solve Clinical Relation Extraction

Koldo Gojenola, Alicia Pérez, Arantza Casillas, 2019, IberLEF@SEPLN.

Semi-supervised medical entity recognition: A study on Spanish and Swedish clinical corpora

Koldo Gojenola, Alicia Pérez, Rebecka Weegar, 2017, J. Biomed. Informatics.

Extraccion de eventos biomos usando Kybots

Koldo Gojenola, Arantza Casillas, Maite Oronoz, 2011 .

IXA-AAA at CLEF eHealth 2020 CodiEsp. Automatic Classification of Medical Records with Multi-label Classifiers and Similarity Match Coders

Alicia Pérez, Arantza Casillas, Alberto Blanco, 2020, CLEF.

Recent advances in Swedish and Spanish medical entity recognition in clinical texts using deep neural approaches

Alicia Pérez, Rebecka Weegar, Arantza Casillas, 2019, BMC Medical Informatics and Decision Making.

The aid of machine learning to overcome the classification of real health discharge reports written in Spanish

Koldo Gojenola, Alicia Pérez, Arantza Casillas, 2014, Proces. del Leng. Natural.

KYOTO Project

Egoitz Laparra, Eneko Agirre, Koldo Gojenola, 2009, Proces. del Leng. Natural.

The impact of simple feature engineering in multilingual medical NER

Koldo Gojenola, Arantza Díaz de Ilarraza, Alicia Pérez, 2016, ClinicalNLP@COLING 2016.

Biomedical event extraction using Kybots

Koldo Gojenola, Arantza Díaz de Ilarraza, Arantza Casillas, 2011, Proces. del Leng. Natural.

Extracción y aprovechamiento de DTDs emparejadas en corpus paralelos

Joseba Abaitua, Arantza Casillas, Raquel Martínez, 1999 .

Cardiology record multi-label classification using latent Dirichlet allocation

Koldo Gojenola, Alicia Pérez, Arantza Casillas, 2018, Comput. Methods Programs Biomed..

Experiments with a Bilingual Document Generation Environment

Arantza Casillas, Raquel Martínez-Unanue, 2002, CICLing.

Measuring the effect of different types of unsupervised word representations on Medical Named Entity Recognition

Nerea Ezeiza, Alicia Pérez, Arantza Casillas, 2019, Int. J. Medical Informatics.

Clinical text mining for efficient extraction of drug-allergy reactions

Koldo Gojenola, Alicia Pérez, Arantza Casillas, 2016, 2016 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Boosting ICD multi-label classification of health records with contextual embeddings and label-granularity

Alicia Pérez, Arantza Casillas, Olatz Perez-de-Viñaspre, 2019, Comput. Methods Programs Biomed..

Aligning tagged bitexts

Joseba Abaitua, Arantza Casillas, Raquel Martínez-Unanue, 1998, VLC@COLING/ACL.

Learning to extract adverse drug reaction events from electronic health records in Spanish

Koldo Gojenola, Alicia Pérez, Arantza Casillas, 2016, Expert Syst. Appl..

HapLap at eHealth-KD Challenge 2020

Alicia Pérez, Arantza Casillas, Sergio Santana, 2020, IberLEF@SEPLN.

Sentence Alignment for Spanish-Basque Bitexts: Word Correspondences vs. Markup Similarity

Arantza Casillas, Raquel Martínez-Unanue, Idoia Fernández, 2004, CICLing.

A Hybrid Approach For Automatic Disability Annotation

Nerea Ezeiza, Koldo Gojenola, Arantza Díaz de Ilarraza, 2018, IberEval@SEPLN.

Using Kybots for Extracting Events in Biomedical Texts

Koldo Gojenola, Arantza Díaz de Ilarraza, Arantza Casillas, 2011, BioNLP@ACL.

Fully unsupervised low-dimensional representation of adverse drug reaction events through distributional semantics

Koldo Gojenola, Alicia Pérez, Arantza Casillas, 2016, BioTxtM@COLING 2016.

Fact miners revised : Research Report Deliverable 5.4

Egoitz Laparra, G. Rigau, Eneko Agirre, 2010 .

Testing the Effect of Morphological Disambiguation in Dependency Parsing of Basque

Koldo Gojenola, Arantza Casillas, Kepa Bengoetxea, 2011, SPMRL@IWPT.

Document Clustering into an Unknown Number of Clusters Using a Genetic Algorithm

Arantza Casillas, Raquel Martínez-Unanue, Mayte Teresa González de Lena, 2003, TSD.

Adverse Drug Reaction extraction: Tolerance to entity recognition errors and sub-domain variants

Alicia Pérez, Arantza Casillas, Sara Santiso, 2020, Comput. Methods Programs Biomed..

First Approaches on Spanish Medical Record Classification Using Diagnostic Term to Class Transduction

Koldo Gojenola, Arantza Díaz de Ilarraza, Alicia Pérez, 2012, FSMNLP.

Recycling annotated parallel corpora for bilingual document composition

Joseba Abaitua, Arantza Casillas, Raquel Martínez-Unanue, 2000, AMTA.

Evaluation of Web Page Representations by Content Through Clustering

Arantza Casillas, Víctor Fresno-Fernández, Raquel Martínez-Unanue, 2004, SPIRE.

IxaMed: Applying Freeling and a Perceptron Sequential Tagger at the Shared Task on Analyzing Clinical Texts

Koldo Gojenola, Alicia Pérez, Arantza Casillas, 2014, SemEval@COLING.

On the creation of a clinical gold standard corpus in Spanish: Mining adverse drug reactions

Koldo Gojenola, Arantza Díaz de Ilarraza, Alicia Pérez, 2015, J. Biomed. Informatics.

Experiments with Linguistic Categories for Language Model Optimization

M. Inés Torres, Arantza Casillas, Amparo Varona, 2003, CICLing.

A SYSTEM ARCHITECTURE FOR MULTILINGUAL SPOKEN DOCUMENT RETRIEVAL

Arantza Casillas, Mikel Penagarikano, Amparo Varona, 2008 .

Can I find information about rare diseases in some other language?

Alicia Pérez, Arantza Casillas, Maite Oronoz, 2018, 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

The class imbalance problem detecting adverse drug reactions in electronic health records

Alicia Pérez, Arantza Casillas, Sara Santiso Gonzáles, 2018, Health Informatics J..

Word embeddings for negation detection in health records written in Spanish

Alicia Pérez, Arantza Casillas, Maite Oronoz, 2018, Soft Comput..

Multilingual news clustering: Feature translation vs. identification of cognate named entities

Soto Montalvo, Arantza Casillas, Víctor Fresno-Fernández, 2007, Pattern Recognit. Lett..

Algoritmo de Clustering On-Line utilizando metaheurísticas y técnicas de muestreo

Arantza Casillas, Raquel Martínez-Unanue, Mayte Teresa González de Lena, 2003, Proces. del Leng. Natural.

Multi-label clinical document classification: Impact of label-density

Alicia Pérez, Arantza Casillas, Alberto Blanco, 2019, Expert Syst. Appl..

CLASSIFYING ROCKS: A PRACTICAL EXERCISE TO LEARN PROGRAMMING THROUGH GEOLOGICAL CONCEPTS

Arantza Casillas, Mikel Penagarikano, Ainhoa Alonso, 2017 .

Bilingual News Clustering Using Named Entities and Fuzzy Similarity

Soto Montalvo, Arantza Casillas, Víctor Fresno-Fernández, 2007, TSD.

Aligning Multiword Terms Using a Hybrid Approach

Arantza Casillas, Raquel Martínez-Unanue, 2002, CICLing.

Sampling and Feature Selection in a Genetic Algorithm for Document Clustering

Arantza Casillas, Raquel Martínez-Unanue, Mayte Teresa González de Lena, 2004, CICLing.

XML-Bi: Procesamientos para gestión de flujo documental multilingüe sobre XML/TEI

Thomas Diedrich, Joseba Abaitua, José Luis Ramírez, 2001, Proces. del Leng. Natural.

Multilingual Document Clustering: An Heuristic Approach Based on Cognate Named Entities

Soto Montalvo, Arantza Casillas, Víctor Fresno-Fernández, 2006, ACL.

Inferred joint multigram models for medical term normalization according to ICD

Koldo Gojenola, Alicia Pérez, Arantza Casillas, 2018, Int. J. Medical Informatics.

Extreme Multi-Label ICD Classification: Sensitivity to Hospital Service and Time

Alicia Pérez, Arantza Casillas, Alberto Blanco, 2020, IEEE Access.

Automatic Annotation of Medical Records in Spanish with Disease, Drug and Substance Names

Koldo Gojenola, Alicia Pérez, Arantza Casillas, 2013, CIARP.

Verbal Autopsy: First Steps Towards Questionnaire Reduction

Arantza Casillas, Ander Cejudo, Owen Trigueros, 2021, TDS.

Extracting Cause of Death From Verbal Autopsy With Deep Learning Interpretable Methods

Arantza Casillas, Alicia Pérez, Daniel Cobos, 2020, IEEE Journal of Biomedical and Health Informatics.

Explainable ICD multi-label classification of EHRs in Spanish with convolutional attention

Arantza Casillas, Owen Trigueros, Alicia Pérez, 2021, Int. J. Medical Informatics.

On the Contribution of Per-ICD Attention Mechanisms to Classify Health Records in Languages with Fewer Resources than English

Hercules Dalianis, Arantza Casillas, Alicia Pérez, 2021, RANLP.

SOLVING REAL GEOLOGY SITUATIONS USING PROGRAMMING TECHNIQUES

Arantza Casillas, Mikel Penagarikano, Ainhoa Alonso, 2016 .