Clinical concept normalization on medical records using word embeddings and heuristics

Electronic health records contain valuable information on patients' clinical history in the form of free text. Manually analyzing millions of these documents is unfeasible and automatic natural language processing methods are essential for efficiently exploiting these data. Within this, normali...

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Detalhes bibliográficos
Autor principal: Silva, João Figueira (author)
Outros Autores: Antunes, Rui (author), Almeida, João Rafael (author), Matos, Sérgio (author)
Formato: bookPart
Idioma:eng
Publicado em: 2020
Assuntos:
Texto completo:http://hdl.handle.net/10773/29190
País:Portugal
Oai:oai:ria.ua.pt:10773/29190