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2020 – today
- 2024
[j31]Nuria Lebeña
, Alicia Pérez, Arantza Casillas:
Quantifying decision support level of explainable automatic classification of diagnoses in Spanish medical records. Comput. Biol. Medicine 182: 109127 (2024)- [c44]Jordan Koontz, Maite Oronoz, Alicia Pérez:
Ixa-Med at Discharge Me! Retrieval-Assisted Generation for Streamlining Discharge Documentation. BioNLP@ACL 2024: 658-663 - [c43]Nuria Lebeña, Arantza Casillas, Alicia Pérez:
Temporal Name Entity Recognition and Relation Extraction in Clinical Electronic Health Records with Span-based Entity and Relation Transformer. ICBBB 2024: 48-54 - [c42]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
- [j30]Ander Cejudo, Arantza Casillas, Alicia Pérez, Maite Oronoz, Daniel Cobos:
Cause of Death estimation from Verbal Autopsies: Is the Open Response redundant or synergistic? Artif. Intell. Medicine 143: 102622 (2023) - [c41]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 - [c40]Juan Martínez-Romo, Lourdes Araujo, Xabier Larrayoz, Maite Oronoz, Alicia Pérez:
OBSER-MENH at eRisk 2023: Deep Learning-Based Approaches for Symptom Detection in Depression and Early Identification of Pathological Gambling Indicators. CLEF (Working Notes) 2023: 706-717 - [c39]Jordan Koontz, Maite Oronoz, Alicia Pérez:
Evaluating Data Augmentation for Medication Identification in Clinical Notes. RANLP 2023: 578-585 - [c38]Xabier Larrayoz, Nuria Lebeña, Arantza Casillas, Alicia Pérez:
Eating Disorders Detection by means of Deep Learning. IberLEF@SEPLN 2023 - [c37]Alicia Pérez, Maite Oronoz, Juan Martínez-Romo, Lourdes Araujo:
OBSER-MENH: Digital OBSERvatory of MENtal Health in Social Networks for Healthcare Institutions Based on Language Technologies. SEPLN (Projects and Demonstrations) 2023: 1-4 - 2022
- [j29]Nuria Lebeña, Alberto Blanco, Alicia Pérez, Arantza Casillas:
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) - [j28]Owen Trigueros, Alberto Blanco, Nuria Lebeña, Arantza Casillas, Alicia Pérez:
Explainable ICD multi-label classification of EHRs in Spanish with convolutional attention. Int. J. Medical Informatics 157: 104615 (2022) - [j27]Alberto Blanco, Sonja Remmer, Alicia Pérez, Hercules Dalianis, Arantza Casillas:
Implementation of specialised attention mechanisms: ICD-10 classification of Gastrointestinal discharge summaries in English, Spanish and Swedish. J. Biomed. Informatics 130: 104050 (2022) - [j26]Alberto Blanco, Alicia Pérez, Arantza Casillas:
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, 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:
State-of-the-Art in Language Technology and Language-centric Artificial Intelligence. European Language Equality 2022: 13-38 - 2021
- [j25]Sara Santiso, Alicia Pérez, Arantza Casillas:
Adverse Drug Reaction extraction: Tolerance to entity recognition errors and sub-domain variants. Comput. Methods Programs Biomed. 199: 105891 (2021) - [j24]Alberto Blanco, Alicia Pérez, Arantza Casillas, Daniel Cobos:
Extracting Cause of Death From Verbal Autopsy With Deep Learning Interpretable Methods. IEEE J. Biomed. Health Informatics 25(4): 1315-1325 (2021) - [c36]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 - [c35]Jordan Koontz, Maite Oronoz, Alicia Pérez:
TREC 2021 Clinical Trials Submission for Universidad del País Vasco. TREC 2021 - [c34]Ander Cejudo, Owen Trigueros, Alicia Pérez, Arantza Casillas, Daniel Cobos:
Verbal Autopsy: First Steps Towards Questionnaire Reduction. TDS 2021: 111-123 - 2020
- [j23]Alberto Blanco, Alicia Pérez, Arantza Casillas:
Extreme Multi-Label ICD Classification: Sensitivity to Hospital Service and Time. IEEE Access 8: 183534-183545 (2020) - [j22]Alberto Blanco, Olatz Perez-de-Viñaspre, Alicia Pérez, Arantza Casillas:
Boosting ICD multi-label classification of health records with contextual embeddings and label-granularity. Comput. Methods Programs Biomed. 188: 105264 (2020) - [j21]Sara Santiso Gonzáles, Alicia Pérez, Arantza Casillas, Maite Oronoz:
Neural negated entity recognition in Spanish electronic health records. J. Biomed. Informatics 105: 103419 (2020) - [c33]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 - [c32]Sergio Santana, Alicia Pérez, Arantza Casillas:
HapLap at eHealth-KD Challenge 2020. IberLEF@SEPLN 2020: 136-140
2010 – 2019
- 2019
- [j20]Alberto Blanco, Arantza Casillas, Alicia Pérez, Arantza Díaz de Ilarraza:
Multi-label clinical document classification: Impact of label-density. Expert Syst. Appl. 138 (2019) - [j19]Sara Santiso Gonzáles, Arantza Casillas, Alicia Pérez:
The class imbalance problem detecting adverse drug reactions in electronic health records. Health Informatics J. 25(4) (2019) - [j18]Sara Santiso Gonzáles, Alicia Pérez, Arantza Casillas:
Smoothing dense spaces for improved relation extraction between drugs and adverse reactions. Int. J. Medical Informatics 128: 39-45 (2019) - [j17]Arantza Casillas, Nerea Ezeiza, Iakes Goenaga, Alicia Pérez, Xabier Soto:
Measuring the effect of different types of unsupervised word representations on Medical Named Entity Recognition. Int. J. Medical Informatics 129: 100-106 (2019) - [j16]Rebecka Weegar, Alicia Pérez, Arantza Casillas, Maite Oronoz:
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) - [j15]Sara Santiso Gonzáles, Arantza Casillas, Alicia Pérez, Maite Oronoz:
Word embeddings for negation detection in health records written in Spanish. Soft Comput. 23(21): 10969-10975 (2019) - [j14]Sara Santiso Gonzáles, Alicia Pérez, Arantza Casillas:
Exploring Joint AB-LSTM With Embedded Lemmas for Adverse Drug Reaction Discovery. IEEE J. Biomed. Health Informatics 23(5): 2148-2155 (2019) - [c31]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
- [j13]Jorge Pérez, Alicia Pérez, Arantza Casillas, Koldo Gojenola:
Cardiology record multi-label classification using latent Dirichlet allocation. Comput. Methods Programs Biomed. 164: 111-119 (2018) - [j12]Alicia Pérez, Aitziber Atutxa, Arantza Casillas, Koldo Gojenola, Álvaro Sellart:
Inferred joint multigram models for medical term normalization according to ICD. Int. J. Medical Informatics 110: 111-117 (2018) - [j11]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) - [j10]Aitziber Atutxa, Alicia Pérez, Arantza Casillas:
Machine Learning Approaches on Diagnostic Term Encoding With the ICD for Clinical Documentation. IEEE J. Biomed. Health Informatics 22(4): 1323-1329 (2018) - [c30]Rebecka Weegar, Alicia Pérez, Arantza Casillas, Maite Oronoz:
Deep Medical Entity Recognition for Swedish and Spanish. BIBM 2018: 1595-1601 - [c29]Mikel Laburu, Alicia Pérez, Arantza Casillas, Iakes Goenaga, Maite Oronoz:
Can I find information about rare diseases in some other language? BIBM 2018: 2102-2108 - [c28]Mario Almagro, Soto Montalvo, Arantza Díaz de Ilarraza, Alicia Pérez:
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) 2018 - [c27]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 - [c26]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
- [j9]Alicia Pérez, Rebecka Weegar, Arantza Casillas, Koldo Gojenola, Maite Oronoz, Hercules Dalianis:
Semi-supervised medical entity recognition: A study on Spanish and Swedish clinical corpora. J. Biomed. Informatics 71: 16-30 (2017) - [c25]Sara Santiso Gonzáles, Arantza Casillas, Alicia Pérez, Maite Oronoz:
Medical Entity Recognition and Negation Extraction: Assessment of NegEx on Health Records in Spanish. IWBBIO (1) 2017: 177-188 - 2016
- [j8]Arantza Casillas, Alicia Pérez, Maite Oronoz, Koldo Gojenola, Sara Santiso Gonzáles:
Learning to extract adverse drug reaction events from electronic health records in Spanish. Expert Syst. Appl. 61: 235-245 (2016) - [j7]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) - [j6]L. Mendarte, Maite Oronoz, Javier Peral, Alicia Pérez:
Deteami research-transference project: natural language processing technologies to the aid of pharmacy and pharmacosurveillance. Proces. del Leng. Natural 57: 155-158 (2016) - [c24]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 - [c23]Arantza Casillas, Arantza Díaz de Ilarraza, K. Fernandez, Koldo Gojenola, Maite Oronoz, Alicia Pérez, Sara Santiso Gonzáles:
IXAmed-IE: On-line medical entity identification and ADR event extraction in Spanish. BIBM 2016: 846-849 - [c22]Arantza Casillas, Koldo Gojenola, Alicia Pérez, Maite Oronoz:
Clinical text mining for efficient extraction of drug-allergy reactions. BIBM 2016: 946-952 - [c21]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
- [j5]Alicia Pérez, Koldo Gojenola, Arantza Casillas, Maite Oronoz, Arantza Díaz de Ilarraza:
Computer aided classification of diagnostic terms in spanish. Expert Syst. Appl. 42(6): 2949-2958 (2015) - [j4]Maite Oronoz, Koldo Gojenola, Alicia Pérez, Arantza Díaz de Ilarraza, Arantza Casillas:
On the creation of a clinical gold standard corpus in Spanish: Mining adverse drug reactions. J. Biomed. Informatics 56: 318-332 (2015) - 2014
- [j3]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) - [c20]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 - [c19]Koldo Gojenola, Maite Oronoz, Alicia Pérez, Arantza Casillas:
IxaMed: Applying Freeling and a Perceptron Sequential Tagger at the Shared Task on Analyzing Clinical Texts. SemEval@COLING 2014: 361-365 - 2013
- [c18]Maite Oronoz, Arantza Casillas, Koldo Gojenola, Alicia Pérez:
Automatic Annotation of Medical Records in Spanish with Disease, Drug and Substance Names. CIARP (2) 2013: 536-543 - 2012
- [c17]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 - [c16]Alicia Pérez, M. Inés Torres, Francisco Casacuberta:
Finite-State Acoustic and Translation Model Composition in Statistical Speech Translation: Empirical Assessment. FSMNLP 2012: 99-107 - [c15]Alicia Pérez, José M. Alcaide, M. Inés Torres:
EuskoParl: a speech and text Spanish-Basque parallel corpus. INTERSPEECH 2012: 2362-2365 - 2011
- [c14]Raquel Justo, Alicia Pérez, M. Inés Torres:
Impact of the Approaches Involved on Word-Graph Derivation from the ASR System. IbPRIA 2011: 668-675 - 2010
- [j2]Josu Doncel, Javier Mikel Olaso, Raquel Justo, Víctor G. Guijarrubia, Alicia Pérez, M. Inés Torres:
Kiosco de información basado en un sistema de diálogo multimodal. Proces. del Leng. Natural 45: 311-312 (2010) - [c13]Raquel Justo, Alicia Pérez, M. Inés Torres, Francisco Casacuberta:
Hierarchical Finite-State Models for Speech Translation Using Categorization of Phrases. CICLing 2010: 484-493 - [c12]Josu Doncel, Javier Mikel Olaso, Raquel Justo, Víctor G. Guijarrubia, Alicia Pérez, M. Inés Torres:
A Multimodal Dialogue Interface. DEXA Workshops 2010: 266-267 - [c11]Alicia Pérez, María Inés Torres, Francisco Casacuberta:
Potential scope of a fully-integrated architecture for speech translation. EAMT 2010 - [c10]Alicia Pérez, M. Inés Torres, Francisco Casacuberta:
Exploiting morphology in speech translation with phrase-based finite-state transducers. SLTU 2010: 6-9
2000 – 2009
- 2008
- [j1]Alicia Pérez, M. Inés Torres, Francisco Casacuberta:
Joining linguistic and statistical methods for Spanish-to-Basque speech translation. Speech Commun. 50(11-12): 1021-1033 (2008) - 2007
- [c9]Alicia Pérez, María Inés Torres, Francisco Casacuberta:
Speech Translation with Phrase Based Stochastic Finite-State Transducers. ICASSP (4) 2007: 113-116 - [c8]Rubén San Segundo, Alicia Pérez, Daniel Ortiz, Luis Fernando D'Haro, M. Inés Torres, Francisco Casacuberta:
Evaluation of alternatives on speech to sign language translation. INTERSPEECH 2007: 2529-2532 - [c7]Alicia Pérez, Víctor G. Guijarrubia, Raquel Justo, M. Inés Torres, Francisco Casacuberta:
A comparison of linguistically and statistically enhanced models for speech-to-speech machine translation. IWSLT 2007: 13-20 - [c6]Alicia Pérez, Maria-Teresa González, M. Inés Torres, Francisco Casacuberta:
An Integrated Architecture for Speech-Input Multi-Target Machine Translation. HLT-NAACL (Short Papers) 2007: 133-136 - [c5]Alicia Pérez, Maria-Teresa González, M. Inés Torres, Francisco Casacuberta:
Speech-Input Multi-Target Machine Translation. WMT@ACL 2007: 56-63 - 2006
- [c4]Alicia Pérez, Inés Torres, Francisco Casacuberta:
Towards the Improvement of Statistical Translation Models Using Linguistic Features. FinTAL 2006: 716-725 - 2005
- [c3]Alicia Pérez, Francisco Casacuberta, M. Inés Torres, Víctor G. Guijarrubia:
Finite State Transducers Based on k-TSS Grammars for Speech Translation. FSMNLP 2005: 297-299 - 2002
- [c2]Iratxe Soraluze Arriola, Clemente Rodríguez, Fernando Boto, Alicia Pérez:
Multidimensional multistage k-NN classifiers for handwritten digit recognition. IWFHR 2002: 19-23 - [c1]Clemente Rodríguez, Fernando Boto Sánchez, Iratxe Soraluze Arriola, Alicia Pérez:
An Incremental and Hierarchical K-NN Classifier for Handwritten Characters. ICPR (3) 2002: 98-101
Coauthor Index
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last updated on 2024-10-09 21:28 CEST by the dblp team
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