Sara Santiso Gonzáles

Publication Activity (10 Years)

Years Active: 2014-2020
Publications (10 Years): 10

Top Topics

Dependency Trees

Machine Learning

Event Extraction

Top Venues

IEEE J. Biomed. Health Informatics

Int. J. Medical Informatics

Proces. del Leng. Natural

Publications

Sara Santiso Gonzáles, Alicia Pérez, Arantza Casillas, Maite Oronoz
Neural negated entity recognition in Spanish electronic health records. J. Biomed. Informatics 105 (2020)
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) (2019)
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)
Sara Santiso Gonzáles, Arantza Casillas, Alicia Pérez, Maite Oronoz
Word embeddings for negation detection in health records written in Spanish. Soft Comput. 23 (21) (2019)
Sara Santiso Gonzáles, Alicia Pérez, Arantza Casillas
Smoothing dense spaces for improved relation extraction between drugs and adverse reactions. Int. J. Medical Informatics 128 (2019)
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)
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)
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)
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 (2016)
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 (2016)
Sara Santiso Gonzáles, Arantza Casillas, Alicia Pérez, Maite Oronoz, Koldo Gojenola
Adverse Drug Event prediction combining shallow analysis and machine learning. Louhi@EACL (2014)