Arantza Casillas

87 papers A* 1B 1C 7Misc 3Journal 37Unranked 37

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Determining suicide risk in an adolescent population: Questionnaire-based approaches. Health Informatics J. Ane Varela, Maite Oronoz, Arantza Casillas, Alexander Muela, Jon García-Ormaza, Alicia Pérez
2025	J	`jnl`	Clinical Federated Learning for Private ICD-10 Classification of Electronic Health Records from Several Spanish Hospitals. Proces. del Leng. Natural Nuria Lebeña, Alberto Blanco, Arantza Casillas, Maite Oronoz, Alicia Pérez
2025	—	`conf`	Detection of Depression with Symptom Similarity: Data Reduction and LLM Personas. CLEF (Working Notes) Ane Varela, Maite Oronoz, Arantza Casillas, Alicia Pérez
2025	—	`conf`	Leveraging Conversational Context and Semantic Relabeling for Early Depression Detection. CLEF (Working Notes) Xabier Larrayoz, Arantza Casillas, Alicia Pérez
2025	—	`conf`	Medical Prognosis from Electronic Health Records in Spanish. AIME (1) Nuria Lebeña, Claudia Borg, Arantza Casillas, Alicia Pérez
2024	—	`conf`	ENIA Chair in Artificial Intelligence and Language Technology. SEPLN (Projects and Demonstrations) 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
2024	—	`conf`	Mental Disorder Detection in Spanish: Hands on Skewed Class Distribution to Leverage Training. IberLEF@SEPLN Xabier Larrayoz, Arantza Casillas, Maite Oronoz, Alicia Pérez
2024	J	`jnl`	Quantifying decision support level of explainable automatic classification of diagnoses in Spanish medical records. Comput. Biol. Medicine Nuria Lebeña, Alicia Pérez, Arantza Casillas
2024	—	`conf`	Temporal Name Entity Recognition and Relation Extraction in Clinical Electronic Health Records with Span-based Entity and Relation Transformer. ICBBB Nuria Lebeña, Arantza Casillas, Alicia Pérez
2023	J	`jnl`	Cause of Death estimation from Verbal Autopsies: Is the Open Response redundant or synergistic? Artif. Intell. Medicine Ander Cejudo, Arantza Casillas, Alicia Pérez, Maite Oronoz, Daniel Cobos
2023	—	`conf`	Eating Disorders Detection by means of Deep Learning. IberLEF@SEPLN Xabier Larrayoz, Nuria Lebeña, Arantza Casillas, Alicia Pérez
2023	—	`conf`	Representation Exploration and Deep Learning Applied to the Early Detection of Pathological Gambling Risks. CLEF (Working Notes) Xabier Larrayoz, Nuria Lebeña, Arantza Casillas, Alicia Pérez
2022	J	`jnl`	Explainable ICD multi-label classification of EHRs in Spanish with convolutional attention. Int. J. Medical Informatics Owen Trigueros, Alberto Blanco, Nuria Lebeña, Arantza Casillas, Alicia Pérez
2022	J	`jnl`	Exploiting ICD Hierarchy for Classification of EHRs in Spanish Through Multi-Task Transformers. IEEE J. Biomed. Health Informatics Alberto Blanco, Alicia Pérez, Arantza Casillas
2022	J	`jnl`	Implementation of specialised attention mechanisms: ICD-10 classification of Gastrointestinal discharge summaries in English, Spanish and Swedish. J. Biomed. Informatics Alberto Blanco, Sonja Remmer, Alicia Pérez, Hercules Dalianis, Arantza Casillas
2022	J	`jnl`	Preliminary exploration of topic modelling representations for Electronic Health Records coding according to the International Classification of Diseases in Spanish. Expert Syst. Appl. Nuria Lebeña, Alberto Blanco, Alicia Pérez, Arantza Casillas
2022	—	`ch.`	State-of-the-Art in Language Technology and Language-centric Artificial Intelligence. European Language Equality Rodrigo Agerri, Eneko Agirre, Itziar Aldabe, Nora Aranberri, Jose Maria Arriola, Aitziber Atutxa, Gorka Azkune, Jon Ander Campos, Arantza Casillas, Ainara Estarrona, Aritz Farwell, Iakes Goenaga, Josu Goikoetxea, Koldo Gojenola, Inma Hernáez, Mikel Iruskieta, Gorka Labaka, Oier Lopez de Lacalle, Eva Navas, Maite Oronoz, Arantxa Otegi, Alicia Pérez, Olatz Perez-de-Viñaspre, German Rigau, Ander Salaberria, Jon Sánchez, Ibon Saratxaga, Aitor Soroa
2021	J	`jnl`	Adverse Drug Reaction extraction: Tolerance to entity recognition errors and sub-domain variants. Comput. Methods Programs Biomed. Sara Santiso, Alicia Pérez, Arantza Casillas
2021	—	`conf`	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) Lourdes Araujo, Juan Martínez-Romo, Jordi Turmo, Lluís Padró, Arantza Casillas, Koldo Gojenola
2021	J	`jnl`	Extracting Cause of Death From Verbal Autopsy With Deep Learning Interpretable Methods. IEEE J. Biomed. Health Informatics Alberto Blanco, Alicia Pérez, Arantza Casillas, Daniel Cobos
2021	Misc	`conf`	On the Contribution of Per-ICD Attention Mechanisms to Classify Health Records in Languages with Fewer Resources than English. RANLP Alberto Blanco, Sonja Remmer, Alicia Pérez, Hercules Dalianis, Arantza Casillas
2021	—	`conf`	Verbal Autopsy: First Steps Towards Questionnaire Reduction. TDS Ander Cejudo, Owen Trigueros, Alicia Pérez, Arantza Casillas, Daniel Cobos
2020	J	`jnl`	Boosting ICD multi-label classification of health records with contextual embeddings and label-granularity. Comput. Methods Programs Biomed. Alberto Blanco, Olatz Perez-de-Viñaspre, Alicia Pérez, Arantza Casillas
2020	J	`jnl`	Extreme Multi-Label ICD Classification: Sensitivity to Hospital Service and Time. IEEE Access Alberto Blanco, Alicia Pérez, Arantza Casillas
2020	—	`conf`	HapLap at eHealth-KD Challenge 2020. IberLEF@SEPLN Sergio Santana, Alicia Pérez, Arantza Casillas
2020	—	`conf`	IXA-AAA at CLEF eHealth 2020 CodiEsp. Automatic Classification of Medical Records with Multi-label Classifiers and Similarity Match Coders. CLEF (Working Notes) Alberto Blanco, Alicia Pérez, Arantza Casillas
2020	J	`jnl`	Neural negated entity recognition in Spanish electronic health records. J. Biomed. Informatics Sara Santiso Gonzáles, Alicia Pérez, Arantza Casillas, Maite Oronoz
2019	J	`jnl`	Exploring Joint AB-LSTM With Embedded Lemmas for Adverse Drug Reaction Discovery. IEEE J. Biomed. Health Informatics Sara Santiso Gonzáles, Alicia Pérez, Arantza Casillas
2019	—	`conf`	IxaMed at eHealth-KD Challenge 2019: Using Different Paradigms to Solve Clinical Relation Extraction. IberLEF@SEPLN Iakes Goenaga, Sergio Santana, Sara Santiso Gonzáles, Koldo Gojenola, Alicia Pérez, Arantza Casillas
2019	J	`jnl`	Measuring the effect of different types of unsupervised word representations on Medical Named Entity Recognition. Int. J. Medical Informatics Arantza Casillas, Nerea Ezeiza, Iakes Goenaga, Alicia Pérez, Xabier Soto
2019	J	`jnl`	Multi-label clinical document classification: Impact of label-density. Expert Syst. Appl. Alberto Blanco, Arantza Casillas, Alicia Pérez, Arantza Díaz de Ilarraza
2019	J	`jnl`	Recent advances in Swedish and Spanish medical entity recognition in clinical texts using deep neural approaches. BMC Medical Informatics Decis. Mak. Rebecka Weegar, Alicia Pérez, Arantza Casillas, Maite Oronoz
2019	J	`jnl`	Smoothing dense spaces for improved relation extraction between drugs and adverse reactions. Int. J. Medical Informatics Sara Santiso Gonzáles, Alicia Pérez, Arantza Casillas
2019	J	`jnl`	The class imbalance problem detecting adverse drug reactions in electronic health records. Health Informatics J. Sara Santiso Gonzáles, Arantza Casillas, Alicia Pérez
2019	J	`jnl`	Word embeddings for negation detection in health records written in Spanish. Soft Comput. Sara Santiso Gonzáles, Arantza Casillas, Alicia Pérez, Maite Oronoz
2018	—	`conf`	A Hybrid Approach For Automatic Disability Annotation. IberEval@SEPLN Iakes Goenaga, Aitziber Atutxa, Koldo Gojenola, Arantza Casillas, Arantza Díaz de Ilarraza, Nerea Ezeiza, Maite Oronoz, Alicia Pérez, Olatz Perez-de-Viñaspre
2018	—	`conf`	Automatic Misogyny Identification Using Neural Networks. IberEval@SEPLN Iakes Goenaga, Aitziber Atutxa, Koldo Gojenola, Arantza Casillas, Arantza Díaz de Ilarraza, Nerea Ezeiza, Maite Oronoz, Alicia Pérez, Olatz Perez-de-Viñaspre
2018	—	`conf`	Can I find information about rare diseases in some other language? BIBM Mikel Laburu, Alicia Pérez, Arantza Casillas, Iakes Goenaga, Maite Oronoz
2018	J	`jnl`	Cardiology record multi-label classification using latent Dirichlet allocation. Comput. Methods Programs Biomed. Jorge Pérez, Alicia Pérez, Arantza Casillas, Koldo Gojenola
2018	—	`conf`	Deep Medical Entity Recognition for Swedish and Spanish. BIBM Rebecka Weegar, Alicia Pérez, Arantza Casillas, Maite Oronoz
2018	J	`jnl`	Ensembles for clinical entity extraction. Proces. del Leng. Natural Rebecka Weegar, Alicia Pérez, Hercules Dalianis, Koldo Gojenola, Arantza Casillas, Maite Oronoz
2018	J	`jnl`	Inferred joint multigram models for medical term normalization according to ICD. Int. J. Medical Informatics Alicia Pérez, Aitziber Atutxa, Arantza Casillas, Koldo Gojenola, Álvaro Sellart
2018	—	`conf`	IxaMed at CLEF eHealth 2018 Task 1: ICD10 Coding with a Sequence-to-Sequence Approach. CLEF (Working Notes) Aitziber Atutxa, Arantza Casillas, Nerea Ezeiza, Víctor Fresno, Iakes Goenaga, Koldo Gojenola, Raquel Martínez, Maite Oronoz Anchordoqui, Olatz Perez-de-Viñaspre
2018	J	`jnl`	Machine Learning Approaches on Diagnostic Term Encoding With the ICD for Clinical Documentation. IEEE J. Biomed. Health Informatics Aitziber Atutxa, Alicia Pérez, Arantza Casillas
2017	—	`conf`	Medical Entity Recognition and Negation Extraction: Assessment of NegEx on Health Records in Spanish. IWBBIO (1) Sara Santiso Gonzáles, Arantza Casillas, Alicia Pérez, Maite Oronoz
2017	J	`jnl`	Semi-supervised medical entity recognition: A study on Spanish and Swedish clinical corpora. J. Biomed. Informatics Alicia Pérez, Rebecka Weegar, Arantza Casillas, Koldo Gojenola, Maite Oronoz, Hercules Dalianis
2016	—	`conf`	Clinical text mining for efficient extraction of drug-allergy reactions. BIBM Arantza Casillas, Koldo Gojenola, Alicia Pérez, Maite Oronoz
2016	J	`jnl`	Document-level adverse drug reaction event extraction on electronic health records in Spanish. Proces. del Leng. Natural Sara Santiso Gonzáles, Arantza Casillas, Alicia Pérez, Maite Oronoz, Koldo Gojenola
2016	—	`conf`	Fully unsupervised low-dimensional representation of adverse drug reaction events through distributional semantics. BioTxtM@COLING 2016 Alicia Pérez, Arantza Casillas, Koldo Gojenola
2016	—	`conf`	IXAmed-IE: On-line medical entity identification and ADR event extraction in Spanish. BIBM Arantza Casillas, Arantza Díaz de Ilarraza, K. Fernandez, Koldo Gojenola, Maite Oronoz, Alicia Pérez, Sara Santiso Gonzáles
2016	J	`jnl`	Learning to extract adverse drug reaction events from electronic health records in Spanish. Expert Syst. Appl. Arantza Casillas, Alicia Pérez, Maite Oronoz, Koldo Gojenola, Sara Santiso Gonzáles
2016	—	`conf`	The impact of simple feature engineering in multilingual medical NER. ClinicalNLP@COLING 2016 Rebecka Weegar, Arantza Casillas, Arantza Díaz de Ilarraza, Maite Oronoz, Alicia Pérez, Koldo Gojenola
2015	J	`jnl`	Computer aided classification of diagnostic terms in spanish. Expert Syst. Appl. Alicia Pérez, Koldo Gojenola, Arantza Casillas, Maite Oronoz, Arantza Díaz de Ilarraza
2015	J	`jnl`	On the creation of a clinical gold standard corpus in Spanish: Mining adverse drug reactions. J. Biomed. Informatics Maite Oronoz, Koldo Gojenola, Alicia Pérez, Arantza Díaz de Ilarraza, Arantza Casillas
2014	—	`conf`	Adverse Drug Event prediction combining shallow analysis and machine learning. Louhi@EACL Sara Santiso Gonzáles, Arantza Casillas, Alicia Pérez, Maite Oronoz, Koldo Gojenola
2014	—	`conf`	IxaMed: Applying Freeling and a Perceptron Sequential Tagger at the Shared Task on Analyzing Clinical Texts. SemEval@COLING Koldo Gojenola, Maite Oronoz, Alicia Pérez, Arantza Casillas
2014	J	`jnl`	The aid of machine learning to overcome the classification of real health discharge reports written in Spanish. Proces. del Leng. Natural Alicia Pérez, Arantza Casillas, Koldo Gojenola, Maite Oronoz, Nerea Aguirre, Estibaliz Amillano
2013	—	`conf`	Automatic Annotation of Medical Records in Spanish with Disease, Drug and Substance Names. CIARP (2) Maite Oronoz, Arantza Casillas, Koldo Gojenola, Alicia Pérez
2012	—	`conf`	First Approaches on Spanish Medical Record Classification Using Diagnostic Term to Class Transduction. FSMNLP Arantza Casillas, Arantza Díaz de Ilarraza, Koldo Gojenola, Maite Oronoz, Alicia Pérez
2011	J	`jnl`	Biomedical event extraction using Kybots. Proces. del Leng. Natural Arantza Casillas, Arantza Díaz de Ilarraza, Koldo Gojenola, Maite Oronoz, German Rigau
2011	—	`conf`	Testing the Effect of Morphological Disambiguation in Dependency Parsing of Basque. SPMRL@IWPT Kepa Bengoetxea, Arantza Casillas, Koldo Gojenola
2011	—	`conf`	Using Kybots for Extracting Events in Biomedical Texts. BioNLP@ACL (Shared Task) Arantza Casillas, Arantza Díaz de Ilarraza, Koldo Gojenola, Maite Oronoz, German Rigau
2009	J	`jnl`	KYOTO Project. Proces. del Leng. Natural Eneko Agirre, Arantza Casillas, Arantza Díaz de Ilarraza, Ainara Estarrona, Kike Fernández, Koldo Gojenola, Egoitz Laparra, Aitor Soroa
2008	Misc	`conf`	Spanish-to-Basque MultiEngine Machine Translation for a Restricted Domain. AMTA Iñaki Alegria, Arantza Casillas, Arantza Díaz de Ilarraza, Jon Igartua, Gorka Labaka, Mikel Lersundi, Aingeru Mayor, Kepa Sarasola
2007	—	`conf`	Bilingual News Clustering Using Named Entities and Fuzzy Similarity. TSD Soto Montalvo, Raquel Martínez-Unanue, Arantza Casillas, Víctor Fresno
2007	J	`jnl`	Multilingual news clustering: Feature translation vs. identification of cognate named entities. Pattern Recognit. Lett. Soto Montalvo, Raquel Martínez-Unanue, Arantza Casillas, Víctor Fresno
2007	—	`conf`	Spanish-Basque Parallel Corpus Structure: Linguistic Annotations and Translation Units. TSD Arantza Casillas, Arantza Díaz de Ilarraza, Jon Igartua, Raquel Martínez-Unanue, Kepa Sarasola, Aitor Sologaistoa
2006	A*	`conf`	Multilingual Document Clustering: An Heuristic Approach Based on Cognate Named Entities. ACL Soto Montalvo, Raquel Martínez-Unanue, Arantza Casillas, Víctor Fresno
2006	—	`conf`	Multilingual News Document Clustering: Two Algorithms Based on Cognate Named Entities. TSD Soto Montalvo, Raquel Martínez-Unanue, Arantza Casillas, Víctor Fresno
2005	J	`jnl`	Evaluación del clustering de páginas web mediante funciones de peso y combinación heurística de criterios. Proces. del Leng. Natural Raquel Martínez-Unanue, Víctor Fresno-Fernández, Arantza Casillas, Soto Montalvo-Herranz
2004	J	`jnl`	Bitext Generation Through Rich Markup. Comput. Humanit. Arantza Casillas, Raquel Martínez-Unanue
2004	C	`conf`	Evaluation of Web Page Representations by Content Through Clustering. SPIRE Arantza Casillas, Víctor Fresno, Mayte Teresa González de Lena, Raquel Martínez-Unanue
2004	C	`conf`	Sampling and Feature Selection in a Genetic Algorithm for Document Clustering. CICLing Arantza Casillas, Mayte Teresa González de Lena, Raquel Martínez-Unanue
2004	C	`conf`	Sentence Alignment for Spanish-Basque Bitexts: Word Correspondences vs. Markup Similarity. CICLing Arantza Casillas, Idoia Fernández, Raquel Martínez-Unanue
2003	J	`jnl`	Algoritmo de Clustering On-Line utilizando metaheurísticas y técnicas de muestreo. Proces. del Leng. Natural Arantza Casillas, Mayte Teresa González de Lena, Raquel Martínez-Unanue
2003	—	`conf`	Document Clustering into an Unknown Number of Clusters Using a Genetic Algorithm. TSD Arantza Casillas, Mayte Teresa González de Lena, Raquel Martínez-Unanue
2003	C	`conf`	Experiments with Linguistic Categories for Language Model Optimization. CICLing Arantza Casillas, Amparo Varona, Inés Torres
2003	C	`conf`	Partitional Clustering Experiments with News Documents. CICLing Arantza Casillas, Mayte Teresa González de Lena, Raquel Martínez-Unanue
2002	C	`conf`	Aligning Multiword Terms Using a Hybrid Approach. CICLing Arantza Casillas, Raquel Martínez-Unanue
2002	C	`conf`	Experiments with a Bilingual Document Generation Environment. CICLing Arantza Casillas, Raquel Martínez-Unanue
2001	J	`jnl`	XML-Bi: Procesamientos para gestión de flujo documental multilingüe sobre XML/TEI. Proces. del Leng. Natural Joseba Abaitua, Arantza Domínguez, Carmen Isasi, José Luis Ramírez, Inés Jacob, Idoia Madariaga, Arantza Casillas, Raquel Martínez-Unanue, Alberto Garay, Thomas Diedrich
2000	B	`conf`	DTD-driven bilingual document generation. INLG Arantza Casillas, Joseba Abaitua, Raquel Martínez-Unanue
2000	Misc	`conf`	Recycling Annotated Parallel Corpora for Bilingual Document Composition. AMTA Arantza Casillas, Joseba Abaitua, Raquel Martínez-Unanue
1998	—	`conf`	Aligning tagged bitexts. VLC@COLING/ACL Raquel Martínez-Unanue, Joseba Abaitua, Arantza Casillas
1998	—	`conf`	Bitext Correspondences through Rich Mark-up. COLING-ACL Raquel Martínez-Unanue, Joseba Abaitua, Arantza Casillas
1997	—	`conf`	A User Interface for the Design of Human Figures Multimedia Animations. HIM Juana López, Inmaculada Rodríguez, Daniel Meziat, Arantza Casillas, José Luis Bosque
1997	—	`conf`	HAL: A Multimedia Language for the Creation of 3D Animations of Human Figures. VL Daniel Meziat, Juana López, Inmaculada Rodríguez, Melquiades Carbajo, Arantza Casillas, José Luis Bosque