Negation and uncertainty detection in clinical texts written in Spanish: a deep learning-based approach
Author:
Affiliation:
1. Centro de Tecnología Biomédica, Universidad Politécnica de Madrid, Madrid, Spain
2. Escuela de Ingeniería de Sistemas y Computación, Universidad del Valle, Cali, Colombia
3. Hospital Universitario Puerta de Hierro, Madrid, Spain
Abstract
Funder
European Union’s Horizon 2020 research and innovation program
CLARIFY
Publisher
PeerJ
Subject
General Computer Science
Link
https://peerj.com/articles/cs-913.pdf
Reference106 articles.
1. Exploring different dimensions of attention for uncertainty detection;Adel,2017
2. Biomedical negation scope detection with conditional random fields;Agarwal;Journal of the American Medical Informatics Association,2010
3. Detecting hedge cues and their scope in biomedical text with conditional random fields;Agarwal;Journal of Biomedical Informatics,2010
4. Speculation and negation annotation for arabic biomedical texts : BioArabic corpus;Al-khawaldeh;World of Computer Science and Information Technology Journal (WCSIT),2016
5. Speculation and negation detection for arabic biomedical texts;Al-khawaldeh;World of Computer Science and Information Technology Journal (WCSIT),2019
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