Word embeddings for negation detection in health records written in Spanish
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DOI: 10.1007/s00500-018-3650-7
Abstract: This work focuses on the creation of a system to detect negated medical entities in electronic health records (EHRs) written in Spanish. The importance of this task rests on the influence that the negation can… read more here.
Keywords: written spanish; negation; negation detection; health records ... See more keywords
Exploring Transformer-Based Learning for Negation Detection in Biomedical Texts
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DOI: 10.1109/access.2022.3197772
Abstract: NLP techniques have been widely adopted in the biomedical domain to perform various text-analytics tasks, such as searching biomedical literature and extracting and deriving new knowledge from biomedical data. One type of biomedical data is… read more here.
Keywords: negation detection; negation; learning negation; based learning ... See more keywords
Negation Detection for Clinical Text Mining in Russian
Sign Up to like & getrecommendations! Published in 2020 at "Studies in health technology and informatics"
DOI: 10.3233/shti200179
Abstract: Developing predictive modeling in medicine requires additional features from unstructured clinical texts. In Russia, there are no instruments for natural language processing to cope with problems of medical records. This paper is devoted to a… read more here.
Keywords: detection clinical; clinical text; text mining; negation detection ... See more keywords