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Arantza Casillas
Arantza Casillas Rubio
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2020 – today
- 2024
- [j35]Nuria Lebeña
, Alicia Pérez
Quantifying decision support level of explainable automatic classification of diagnoses in Spanish medical records. Comput. Biol. Medicine 182: 109127 (2024) - [c47]Nuria Lebeña
Temporal Name Entity Recognition and Relation Extraction in Clinical Electronic Health Records with Span-based Entity and Relation Transformer. ICBBB 2024: 48-54 - [c46]Eneko Agirre, Olatz Arbelaitz, Olatz Arregi, Gorka Azkune, Arantza Casillas, Inma Hernáez, Mikel Iruskieta, Elena Lazkano, Eva Navas, German Rigau, Roberto Santana, Aitor Soroa, Rabih Zbib:
ENIA Chair in Artificial Intelligence and Language Technology. SEPLN (Projects and Demonstrations) 2024: 112-117 - [c45]Xabier Larrayoz, Arantza Casillas, Maite Oronoz, Alicia Pérez:
Mental Disorder Detection in Spanish: Hands on Skewed Class Distribution to Leverage Training. IberLEF@SEPLN 2024 - 2023
- [j34]Ander Cejudo
Cause of Death estimation from Verbal Autopsies: Is the Open Response redundant or synergistic? Artif. Intell. Medicine 143: 102622 (2023) - [c44]Xabier Larrayoz, Nuria Lebeña, Arantza Casillas, Alicia Pérez:
Representation Exploration and Deep Learning Applied to the Early Detection of Pathological Gambling Risks. CLEF (Working Notes) 2023: 693-705 - [c43]Xabier Larrayoz, Nuria Lebeña, Arantza Casillas, Alicia Pérez:
Eating Disorders Detection by means of Deep Learning. IberLEF@SEPLN 2023 - 2022
- [j33]Nuria Lebeña
Preliminary exploration of topic modelling representations for Electronic Health Records coding according to the International Classification of Diseases in Spanish. Expert Syst. Appl. 204: 117303 (2022) - [j32]Owen Trigueros
Explainable ICD multi-label classification of EHRs in Spanish with convolutional attention. Int. J. Medical Informatics 157: 104615 (2022) - [j31]Alberto Blanco, Sonja Remmer, Alicia Pérez
Implementation of specialised attention mechanisms: ICD-10 classification of Gastrointestinal discharge summaries in English, Spanish and Swedish. J. Biomed. Informatics 130: 104050 (2022) - [j30]Alberto Blanco
Exploiting ICD Hierarchy for Classification of EHRs in Spanish Through Multi-Task Transformers. IEEE J. Biomed. Health Informatics 26(3): 1374-1383 (2022) - [p1]Rodrigo Agerri, Eneko Agirre
State-of-the-Art in Language Technology and Language-centric Artificial Intelligence. European Language Equality 2022: 13-38 - 2021
- [j29]Sara Santiso, Alicia Pérez
Adverse Drug Reaction extraction: Tolerance to entity recognition errors and sub-domain variants. Comput. Methods Programs Biomed. 199: 105891 (2021) - [j28]Alberto Blanco
Extracting Cause of Death From Verbal Autopsy With Deep Learning Interpretable Methods. IEEE J. Biomed. Health Informatics 25(4): 1315-1325 (2021) - [c42]Alberto Blanco, Sonja Remmer, Alicia Pérez, Hercules Dalianis, Arantza Casillas:
On the Contribution of Per-ICD Attention Mechanisms to Classify Health Records in Languages with Fewer Resources than English. RANLP 2021: 165-172 - [c41]Lourdes Araujo, Juan Martínez-Romo, Jordi Turmo, Lluís Padró, Arantza Casillas, Koldo Gojenola:
DOTT-HEALTH: Desarrollo de Tecnologı'a aplicada a textos para el soporte de diagnosis, prevención y gestión de instituciones de SALUD. SEPLN (Projects and Demonstrations) 2021: 13-16 - [c40]Ander Cejudo, Owen Trigueros
Verbal Autopsy: First Steps Towards Questionnaire Reduction. TDS 2021: 111-123 - 2020
- [j27]Alberto Blanco
Extreme Multi-Label ICD Classification: Sensitivity to Hospital Service and Time. IEEE Access 8: 183534-183545 (2020) - [j26]Alberto Blanco
Boosting ICD multi-label classification of health records with contextual embeddings and label-granularity. Comput. Methods Programs Biomed. 188: 105264 (2020) - [j25]Sara Santiso Gonzáles, Alicia Pérez
Neural negated entity recognition in Spanish electronic health records. J. Biomed. Informatics 105: 103419 (2020) - [c39]Alberto Blanco, Alicia Pérez, Arantza Casillas:
IXA-AAA at CLEF eHealth 2020 CodiEsp. Automatic Classification of Medical Records with Multi-label Classifiers and Similarity Match Coders. CLEF (Working Notes) 2020 - [c38]Sergio Santana, Alicia Pérez, Arantza Casillas:
HapLap at eHealth-KD Challenge 2020. IberLEF@SEPLN 2020: 136-140
2010 – 2019
- 2019
- [j24]Alberto Blanco
Multi-label clinical document classification: Impact of label-density. Expert Syst. Appl. 138 (2019) - [j23]Sara Santiso Gonzáles
The class imbalance problem detecting adverse drug reactions in electronic health records. Health Informatics J. 25(4) (2019) - [j22]Sara Santiso Gonzáles
Smoothing dense spaces for improved relation extraction between drugs and adverse reactions. Int. J. Medical Informatics 128: 39-45 (2019) - [j21]Arantza Casillas
Measuring the effect of different types of unsupervised word representations on Medical Named Entity Recognition. Int. J. Medical Informatics 129: 100-106 (2019) - [j20]Rebecka Weegar, Alicia Pérez
Recent advances in Swedish and Spanish medical entity recognition in clinical texts using deep neural approaches. BMC Medical Informatics Decis. Mak. 19-S(7): 274 (2019) - [j19]Sara Santiso Gonzáles
Word embeddings for negation detection in health records written in Spanish. Soft Comput. 23(21): 10969-10975 (2019) - [j18]Sara Santiso Gonzáles
Exploring Joint AB-LSTM With Embedded Lemmas for Adverse Drug Reaction Discovery. IEEE J. Biomed. Health Informatics 23(5): 2148-2155 (2019) - [c37]Iakes Goenaga, Sergio Santana, Sara Santiso Gonzáles, Koldo Gojenola, Alicia Pérez, Arantza Casillas:
IxaMed at eHealth-KD Challenge 2019: Using Different Paradigms to Solve Clinical Relation Extraction. IberLEF@SEPLN 2019: 43-50 - 2018
- [j17]Jorge Pérez, Alicia Pérez
Cardiology record multi-label classification using latent Dirichlet allocation. Comput. Methods Programs Biomed. 164: 111-119 (2018) - [j16]Alicia Pérez
Inferred joint multigram models for medical term normalization according to ICD. Int. J. Medical Informatics 110: 111-117 (2018) - [j15]Rebecka Weegar, Alicia Pérez, Hercules Dalianis, Koldo Gojenola, Arantza Casillas, Maite Oronoz:
Ensembles for clinical entity extraction. Proces. del Leng. Natural 60: 13-20 (2018) - [j14]Aitziber Atutxa
Machine Learning Approaches on Diagnostic Term Encoding With the ICD for Clinical Documentation. IEEE J. Biomed. Health Informatics 22(4): 1323-1329 (2018) - [c36]Rebecka Weegar, Alicia Pérez
Deep Medical Entity Recognition for Swedish and Spanish. BIBM 2018: 1595-1601 - [c35]Mikel Laburu, Alicia Pérez
Can I find information about rare diseases in some other language? BIBM 2018: 2102-2108 - [c34]Aitziber Atutxa, Arantza Casillas, Nerea Ezeiza, Víctor Fresno, Iakes Goenaga, Koldo Gojenola, Raquel Martínez, Maite Oronoz Anchordoqui, Olatz Perez-de-Viñaspre:
IxaMed at CLEF eHealth 2018 Task 1: ICD10 Coding with a Sequence-to-Sequence Approach. CLEF (Working Notes) 2018 - [c33]Iakes Goenaga, Aitziber Atutxa, Koldo Gojenola, Arantza Casillas, Arantza Díaz de Ilarraza, Nerea Ezeiza, Maite Oronoz, Alicia Pérez, Olatz Perez-de-Viñaspre:
A Hybrid Approach For Automatic Disability Annotation. IberEval@SEPLN 2018: 31-36 - [c32]Iakes Goenaga, Aitziber Atutxa, Koldo Gojenola, Arantza Casillas, Arantza Díaz de Ilarraza, Nerea Ezeiza, Maite Oronoz, Alicia Pérez, Olatz Perez-de-Viñaspre:
Automatic Misogyny Identification Using Neural Networks. IberEval@SEPLN 2018: 249-254 - 2017
- [j13]Alicia Pérez
Semi-supervised medical entity recognition: A study on Spanish and Swedish clinical corpora. J. Biomed. Informatics 71: 16-30 (2017) - [c31]Sara Santiso Gonzáles
Medical Entity Recognition and Negation Extraction: Assessment of NegEx on Health Records in Spanish. IWBBIO (1) 2017: 177-188 - 2016
- [j12]Arantza Casillas
Learning to extract adverse drug reaction events from electronic health records in Spanish. Expert Syst. Appl. 61: 235-245 (2016) - [j11]Sara Santiso Gonzáles, Arantza Casillas, Alicia Pérez, Maite Oronoz, Koldo Gojenola:
Document-level adverse drug reaction event extraction on electronic health records in Spanish. Proces. del Leng. Natural 56: 49-56 (2016) - [c30]Rebecka Weegar, Arantza Casillas, Arantza Díaz de Ilarraza, Maite Oronoz, Alicia Pérez, Koldo Gojenola:
The impact of simple feature engineering in multilingual medical NER. ClinicalNLP@COLING 2016 2016: 1-6 - [c29]Arantza Casillas
IXAmed-IE: On-line medical entity identification and ADR event extraction in Spanish. BIBM 2016: 846-849 - [c28]Arantza Casillas
Clinical text mining for efficient extraction of drug-allergy reactions. BIBM 2016: 946-952 - [c27]Alicia Pérez, Arantza Casillas, Koldo Gojenola:
Fully unsupervised low-dimensional representation of adverse drug reaction events through distributional semantics. BioTxtM@COLING 2016 2016: 50-59 - 2015
- [j10]Alicia Pérez
Computer aided classification of diagnostic terms in spanish. Expert Syst. Appl. 42(6): 2949-2958 (2015) - [j9]Maite Oronoz
On the creation of a clinical gold standard corpus in Spanish: Mining adverse drug reactions. J. Biomed. Informatics 56: 318-332 (2015) - 2014
- [j8]Alicia Pérez, Arantza Casillas, Koldo Gojenola, Maite Oronoz, Nerea Aguirre, Estibaliz Amillano:
The aid of machine learning to overcome the classification of real health discharge reports written in Spanish. Proces. del Leng. Natural 53: 77-84 (2014) - [c26]Sara Santiso Gonzáles, Arantza Casillas, Alicia Pérez, Maite Oronoz, Koldo Gojenola
Adverse Drug Event prediction combining shallow analysis and machine learning. Louhi@EACL 2014: 85-89 - [c25]Koldo Gojenola
IxaMed: Applying Freeling and a Perceptron Sequential Tagger at the Shared Task on Analyzing Clinical Texts. SemEval@COLING 2014: 361-365 - 2013
- [c24]Maite Oronoz
Automatic Annotation of Medical Records in Spanish with Disease, Drug and Substance Names. CIARP (2) 2013: 536-543 - 2012
- [c23]Arantza Casillas, Arantza Díaz de Ilarraza, Koldo Gojenola, Maite Oronoz, Alicia Pérez:
First Approaches on Spanish Medical Record Classification Using Diagnostic Term to Class Transduction. FSMNLP 2012: 60-64 - 2011
- [j7]Arantza Casillas, Arantza Díaz de Ilarraza, Koldo Gojenola, Maite Oronoz, German Rigau:
Biomedical event extraction using Kybots. Proces. del Leng. Natural 47: 31-38 (2011) - [c22]Kepa Bengoetxea, Arantza Casillas, Koldo Gojenola:
Testing the Effect of Morphological Disambiguation in Dependency Parsing of Basque. SPMRL@IWPT 2011: 28-33 - [c21]Arantza Casillas, Arantza Díaz de Ilarraza, Koldo Gojenola, Maite Oronoz, German Rigau:
Using Kybots for Extracting Events in Biomedical Texts. BioNLP@ACL (Shared Task) 2011: 138-142
2000 – 2009
- 2009
- [j6]Eneko Agirre, Arantza Casillas, Arantza Díaz de Ilarraza, Ainara Estarrona, Kike Fernández, Koldo Gojenola, Egoitz Laparra, Aitor Soroa:
KYOTO Project. Proces. del Leng. Natural 43: 389-390 (2009) - 2008
- [c20]Iñaki Alegria, Arantza Casillas, Arantza Díaz de Ilarraza, Jon Igartua, Gorka Labaka, Mikel Lersundi, Aingeru Mayor, Kepa Sarasola:
Spanish-to-Basque MultiEngine Machine Translation for a Restricted Domain. AMTA 2008: 37-45 - 2007
- [j5]Soto Montalvo, Raquel Martínez-Unanue, Arantza Casillas
Multilingual news clustering: Feature translation vs. identification of cognate named entities. Pattern Recognit. Lett. 28(16): 2305-2311 (2007) - [c19]Soto Montalvo, Raquel Martínez-Unanue, Arantza Casillas, Víctor Fresno
Bilingual News Clustering Using Named Entities and Fuzzy Similarity. TSD 2007: 107-114 - [c18]Arantza Casillas, Arantza Díaz de Ilarraza, Jon Igartua, Raquel Martínez-Unanue, Kepa Sarasola, Aitor Sologaistoa:
Spanish-Basque Parallel Corpus Structure: Linguistic Annotations and Translation Units. TSD 2007: 230-237 - 2006
- [c17]Soto Montalvo, Raquel Martínez-Unanue, Arantza Casillas, Víctor Fresno:
Multilingual Document Clustering: An Heuristic Approach Based on Cognate Named Entities. ACL 2006 - [c16]Soto Montalvo, Raquel Martínez-Unanue, Arantza Casillas, Víctor Fresno
Multilingual News Document Clustering: Two Algorithms Based on Cognate Named Entities. TSD 2006: 165-172 - 2005
- [j4]Raquel Martínez-Unanue, Víctor Fresno-Fernández, Arantza Casillas, Soto Montalvo-Herranz:
Evaluación del clustering de páginas web mediante funciones de peso y combinación heurística de criterios. Proces. del Leng. Natural 35 (2005) - 2004
- [j3]Arantza Casillas
Bitext Generation Through Rich Markup. Comput. Humanit. 38(3): 223-251 (2004) - [c15]Arantza Casillas, Idoia Fernández, Raquel Martínez-Unanue:
Sentence Alignment for Spanish-Basque Bitexts: Word Correspondences vs. Markup Similarity. CICLing 2004: 305-308 - [c14]Arantza Casillas, Mayte Teresa González de Lena
Sampling and Feature Selection in a Genetic Algorithm for Document Clustering. CICLing 2004: 601-612 - [c13]Arantza Casillas
Evaluation of Web Page Representations by Content Through Clustering. SPIRE 2004: 129-130 - 2003
- [j2]Arantza Casillas, Mayte Teresa González de Lena, Raquel Martínez-Unanue:
Algoritmo de Clustering On-Line utilizando metaheurísticas y técnicas de muestreo. Proces. del Leng. Natural 31 (2003) - [c12]Arantza Casillas
Experiments with Linguistic Categories for Language Model Optimization. CICLing 2003: 511-515 - [c11]Arantza Casillas
Partitional Clustering Experiments with News Documents. CICLing 2003: 615-618 - [c10]Arantza Casillas, Mayte Teresa González de Lena, Raquel Martínez-Unanue:
Document Clustering into an Unknown Number of Clusters Using a Genetic Algorithm. TSD 2003: 43-49 - 2002
- [c9]Arantza Casillas, Raquel Martínez-Unanue:
Aligning Multiword Terms Using a Hybrid Approach. CICLing 2002: 289-299 - [c8]Arantza Casillas, Raquel Martínez-Unanue:
Experiments with a Bilingual Document Generation Environment. CICLing 2002: 314-317 - 2001
- [j1]Joseba Abaitua, Arantza Domínguez, Carmen Isasi, José Luis Ramírez, Inés Jacob, Idoia Madariaga, Arantza Casillas, Raquel Martínez-Unanue, Alberto Garay, Thomas Diedrich:
XML-Bi: Procesamientos para gestión de flujo documental multilingüe sobre XML/TEI. Proces. del Leng. Natural 27 (2001) - 2000
- [c7]Arantza Casillas, Joseba Abaitua, Raquel Martínez-Unanue:
Recycling Annotated Parallel Corpora for Bilingual Document Composition. AMTA 2000: 117-126 - [c6]Arantza Casillas, Joseba Abaitua, Raquel Martínez-Unanue:
DTD-driven bilingual document generation. INLG 2000: 32-38
1990 – 1999
- 1998
- [c5]Raquel Martínez-Unanue, Joseba Abaitua, Arantza Casillas:
Bitext Correspondences through Rich Mark-up. COLING-ACL 1998: 812-818 - [c4]Raquel Martínez-Unanue, Joseba Abaitua, Arantza Casillas:
Aligning tagged bitexts. VLC@COLING/ACL 1998 - [c3]Joseba Abaitua, Arantza Casillas Rubio, Raquel Martínez-Unanue:
Value added tagging for multilingual resources management. LREC 1998: 1003-1008 - 1997
- [c2]Juana López, Inmaculada Rodríguez, Daniel Meziat, Arantza Casillas, José Luis Bosque:
A User Interface for the Design of Human Figures Multimedia Animations. HIM 1997: 81-94 - [c1]Daniel Meziat, Juana López, Inmaculada Rodríguez, Melquiades Carbajo, Arantza Casillas, José Luis Bosque:
HAL: A Multimedia Language for the Creation of 3D Animations of Human Figures. VL 1997: 185-186
Coauthor Index
Maite Oronoz
aka: Maite Oronoz Anchordoqui
aka: Maite Oronoz Anchordoqui
[j35] [c47] [c45] [j34] [c44] [c43] [j33] [j32] [j31] [j30] [p1] [j29] [j28] [c42] [c40] [j27] [j26] [j25] [c39] [c38] [j24] [j23] [j22] [j21] [j20] [j19] [j18] [c37] [j17] [j16] [j15] [j14] [c36] [c35] [c33] [c32] [j13] [c31] [j12] [j11] [c30] [c29] [c28] [c27] [j10] [j9] [j8] [c26] [c25] [c24] [c23]
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last updated on 2024-10-09 20:31 CEST by the dblp team
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