Learning to extract adverse drug reaction events from electronic health records in Spanish

A Casillas, A Pérez, M Oronoz, K Gojenola… - Expert Systems with …, 2016 - Elsevier
Objective: To tackle the extraction of adverse drug reaction events in electronic health
records. The challenge stands in inferring a robust prediction model from highly unbalanced …

Clinical natural language processing in 2015: leveraging the variety of texts of clinical interest

A Névéol, P Zweigenbaum - Yearbook of medical informatics, 2016 - thieme-connect.com
Objective: To summarize recent research and present a selection of the best papers
published in 2015 in the field of clinical Natural Language Processing (NLP). Method: A …

IXAmed-IE: On-line medical entity identification and ADR event extraction in Spanish

A Casillas, AD de Ilarraza, K Fernandez… - 2016 IEEE …, 2016 - ieeexplore.ieee.org
This work presents an on-line system developed for medical information extraction. The goal
is to provide a web-based service addressed to the medical community for the efficient …

The impact of simple feature engineering in multilingual medical NER

R Weegar, A Casillas, AD de Ilarraza… - Proceedings of the …, 2016 - aclanthology.org
The goal of this paper is to examine the impact of simple feature engineering mechanisms
before applying more sophisticated techniques to the task of medical NER. Sometimes …

[PDF][PDF] Compréhension ciblée de texte par reconnaissance de relations

AL Ligozat - 2016 - hal.science
La disponibilité massive de documents textuels sous forme électronique et la création de
ressources informatiques et linguistiques (outils d'analyse, bases de connaissance...) ont …

[PDF][PDF] Deteami research-transference project: natural language processing technologies to the aid of pharmacy and pharmacosurveillance

A Casillas, AD de Ilarraz, K Gojenola… - … del Lenguaje Natural, 2016 - redalyc.org
The goal of the Deteami project is to develop tools that make clinicians aware of adverse
drug reactions stated in electronic health records of the clinical digital history. The records …

Deteami research-transference project: natural language processing technologies to the aid of pharmacy and pharmacosurveillance

A Casillas Rubio, A Díaz de Ilarraza Sánchez… - 2016 - rua.ua.es
The goal of the Deteami project is to develop tools that make clinicians aware of adverse
drug reactions stated in electronic health records of the clinical digital history. The records …