Alicia Pérez - RankMe

83 papers A 2C 2Misc 3Journal 34Unranked 41

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
2026	J	`jnl`	Time-Aware Early Risk Detection (T-ERDE): A Novel Clinically-Grounded Metric for Mental Health Monitoring. Proces. del Leng. Natural Xabier Larrayoz, 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`	Data Augmentation via Generative LLMs for the Detection of Gambling Disorders and Type of Addiction in Social Media Threads. IberLEF@SEPLN Ibai Sologuestoa, Xabier Larrayoz, 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`	Ixa-Med at Discharge Me! Retrieval-Assisted Generation for Streamlining Discharge Documentation. BioNLP@ACL Jordan Koontz, Maite Oronoz, Alicia Pérez
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	Misc	`conf`	Evaluating Data Augmentation for Medication Identification in Clinical Notes. RANLP Jordan Koontz, Maite Oronoz, Alicia Pérez
2023	—	`conf`	OBSER-MENH at eRisk 2023: Deep Learning-Based Approaches for Symptom Detection in Depression and Early Identification of Pathological Gambling Indicators. CLEF (Working Notes) Juan Martínez-Romo, Lourdes Araujo, Xabier Larrayoz, Maite Oronoz, Alicia Pérez
2023	—	`conf`	OBSER-MENH: Digital OBSERvatory of MENtal Health in Social Networks for Healthcare Institutions Based on Language Technologies. SEPLN (Projects and Demonstrations) Alicia Pérez, Maite Oronoz, Juan Martínez-Romo, Lourdes Araujo
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	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`	TREC 2021 Clinical Trials Submission for Universidad del País Vasco. TREC Jordan Koontz, Maite Oronoz, Alicia Pérez
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`	MAMTRA-MED at CLEF eHealth 2018: A Combination of Information Retrieval Techniques and Neural Networks for ICD-10 Coding of Death Certificates. CLEF (Working Notes) Mario Almagro, Soto Montalvo, Arantza Díaz de Ilarraza, Alicia Pérez
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`	Deteami research-transference project: natural language processing technologies to the aid of pharmacy and pharmacosurveillance. Proces. del Leng. Natural L. Mendarte, Maite Oronoz, Javier Peral, Alicia Pérez
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	A	`conf`	EuskoParl: a speech and text Spanish-Basque parallel corpus. INTERSPEECH Alicia Pérez, José M. Alcaide, M. Inés Torres
2012	—	`conf`	Finite-State Acoustic and Translation Model Composition in Statistical Speech Translation: Empirical Assessment. FSMNLP Alicia Pérez, M. Inés Torres, Francisco Casacuberta
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	Misc	`conf`	Impact of the Approaches Involved on Word-Graph Derivation from the ASR System. IbPRIA Raquel Justo, Alicia Pérez, M. Inés Torres
2010	—	`conf`	A Multimodal Dialogue Interface. DEXA Workshops Josu Doncel, Javier Mikel Olaso, Raquel Justo, Víctor G. Guijarrubia, Alicia Pérez, M. Inés Torres
2010	—	`conf`	Exploiting morphology in speech translation with phrase-based finite-state transducers. SLTU Alicia Pérez, M. Inés Torres, Francisco Casacuberta
2010	C	`conf`	Hierarchical Finite-State Models for Speech Translation Using Categorization of Phrases. CICLing Raquel Justo, Alicia Pérez, M. Inés Torres, Francisco Casacuberta
2010	J	`jnl`	Kiosco de información basado en un sistema de diálogo multimodal. Proces. del Leng. Natural Josu Doncel, Javier Mikel Olaso, Raquel Justo, Víctor G. Guijarrubia, Alicia Pérez, M. Inés Torres
2010	C	`conf`	Potential scope of a fully-integrated architecture for speech translation. EAMT Alicia Pérez, María Inés Torres, Francisco Casacuberta
2008	J	`jnl`	Joining linguistic and statistical methods for Spanish-to-Basque speech translation. Speech Commun. Alicia Pérez, M. Inés Torres, Francisco Casacuberta
2007	—	`conf`	A comparison of linguistically and statistically enhanced models for speech-to-speech machine translation. IWSLT Alicia Pérez, Víctor G. Guijarrubia, Raquel Justo, M. Inés Torres, Francisco Casacuberta
2007	—	`conf`	An Integrated Architecture for Speech-Input Multi-Target Machine Translation. HLT-NAACL (Short Papers) Alicia Pérez, Maria-Teresa González, M. Inés Torres, Francisco Casacuberta
2007	A	`conf`	Evaluation of alternatives on speech to sign language translation. INTERSPEECH Rubén San Segundo, Alicia Pérez, Daniel Ortiz, Luis Fernando D'Haro, M. Inés Torres, Francisco Casacuberta
2007	—	`conf`	Speech Translation with Phrase Based Stochastic Finite-State Transducers. ICASSP (4) Alicia Pérez, María Inés Torres, Francisco Casacuberta
2007	—	`conf`	Speech-Input Multi-Target Machine Translation. WMT@ACL Alicia Pérez, Maria-Teresa González, M. Inés Torres, Francisco Casacuberta
2006	—	`conf`	Towards the Improvement of Statistical Translation Models Using Linguistic Features. FinTAL Alicia Pérez, Inés Torres, Francisco Casacuberta
2005	—	`conf`	Finite State Transducers Based on k-TSS Grammars for Speech Translation. FSMNLP Alicia Pérez, Francisco Casacuberta, M. Inés Torres, Víctor G. Guijarrubia
2002	—	`conf`	An Incremental and Hierarchical K-NN Classifier for Handwritten Characters. ICPR (3) Clemente Rodríguez, Fernando Boto Sánchez, Iratxe Soraluze Arriola, Alicia Pérez
2002	—	`conf`	Multidimensional multistage k-NN classifiers for handwritten digit recognition. IWFHR Iratxe Soraluze Arriola, Clemente Rodríguez, Fernando Boto, Alicia Pérez