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Arantza Casillas

Observed names: A Casillas, A. Casillas, Arantza Casillas Rubio
ORCID: 0000-0003-4248-8182
Observed ORCID: 0000-0003-4248-8182
OpenAlex ID: A5064615378
On the creation of a clinical gold standard corpus in Spanish: Mining adverse drug reactions
2015 · Maite Oronoz, Koldo Gojenola, et al. · Journal of Biomedical Informatics · 88
Document Clustering into an Unknown Number of Clusters Using a Genetic Algorithm
2003 · A. Casillas, M. T. González de Lena, et al. · Lecture notes in computer science · 59
Learning to extract adverse drug reaction events from electronic health records in Spanish
2016 · Arantza Casillas, Alicia Pérez, et al. · Expert Systems with Applications · 41
Semi-supervised medical entity recognition: A study on Spanish and Swedish clinical corpora
2017 · Alicia Pérez, Rebecka Weegar, et al. · Journal of Biomedical Informatics · 40
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Boosting ICD multi-label classification of health records with contextual embeddings and label-granularity
2019 · Alberto Blanco, Olatz Perez-de-Viñaspre, et al. · Computer Methods and Programs in Biomedicine · 38
Exploring Joint AB-LSTM With Embedded Lemmas for Adverse Drug Reaction Discovery
2018 · Sara Santiso, Alicia Perez, et al. · IEEE Journal of Biomedical and Health Informatics · 36
Cardiology record multi-label classification using latent Dirichlet allocation
2018 · Jorge Pérez, Alicia Pérez, et al. · Computer Methods and Programs in Biomedicine · 35
The class imbalance problem detecting adverse drug reactions in electronic health records
2018 · Sara Santiso, Arantza Casillas, et al. · Health Informatics Journal · 34
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Automatic Annotation of Medical Records in Spanish with Disease, Drug and Substance Names
2013 · Maite Oronoz, Arantza Casillas, et al. · Lecture notes in computer science · 34
Machine Learning Approaches on Diagnostic Term Encoding With the ICD for Clinical Documentation
2017 · Aitziber Atutxa, Alicia Perez, et al. · IEEE Journal of Biomedical and Health Informatics · 32
Multi-label clinical document classification: Impact of label-density
2019 · Alberto Blanco, Arantza Casillas, et al. · Expert Systems with Applications · 30
Explainable ICD multi-label classification of EHRs in Spanish with convolutional attention
2021 · Owen Trigueros, Alberto Blanco, et al. · International Journal of Medical Informatics · 23
Multilingual document clustering
2006 · Soto Montalvo, Raquel Martínez, et al. · International Conference on Computational Linguistics · 23
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Neural negated entity recognition in Spanish electronic health records
2020 · Sara Santiso, Alicia Pérez, et al. · Journal of Biomedical Informatics · 22
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Recent advances in Swedish and Spanish medical entity recognition in clinical texts using deep neural approaches
2019 · Rebecka Weegar, Alicia Pérez, et al. · BMC Medical Informatics and Decision Making · 21
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Bilingual News Clustering Using Named Entities and Fuzzy Similarity
2007 · Soto Montalvo, Raquel Martínez, et al. · Springer eBooks · 21
Inferred joint multigram models for medical term normalization according to ICD
2017 · Alicia Pérez, Aitziber Atutxa, et al. · International Journal of Medical Informatics · 19
Extracting Cause of Death From Verbal Autopsy With Deep Learning Interpretable Methods
2020 · Alberto Blanco, Alicia Perez, et al. · IEEE Journal of Biomedical and Health Informatics · 17
Word embeddings for negation detection in health records written in Spanish
2018 · Sara Santiso, Arantza Casillas, et al. · Soft Computing · 17
Multilingual news clustering: Feature translation vs. identification of cognate named entities
2007 · S. Montalvo, R. Martínez, et al. · Pattern Recognition Letters · 17
IxaMed: Applying Freeling and a Perceptron Sequential Tagger at the Shared Task on Analyzing Clinical Texts
2014 · Koldo Gojenola, Maite Oronoz, et al. · International Workshop on Semantic Evaluation (SemEval) · 16
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Extreme Multi-Label ICD Classification: Sensitivity to Hospital Service and Time
2020 · Alberto Blanco, Alicia Perez, et al. · IEEE Access · 15
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Measuring the effect of different types of unsupervised word representations on Medical Named Entity Recognition
2019 · Arantza Casillas, Nerea Ezeiza, et al. · International Journal of Medical Informatics · 14
Implementation of specialised attention mechanisms: ICD-10 classification of Gastrointestinal discharge summaries in English, Spanish and Swedish
2022 · Alberto Blanco, Sonja Remmer, et al. · Journal of Biomedical Informatics · 13
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Adverse Drug Event prediction combining shallow analysis and machine learning
2014 · Sara Santiso, Arantza Casillas, et al. · International Workshop on Health Text Mining and Information Analysis (LOUHI) · 13
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Works count: 102
Citation count: 944
H-index: 17
I10-index: 30
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