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Classification of Biomedical Texts for Cardiovascular Diseases with Deep Neural Network Using a Weighted Feature Representation Method

This study aims to improve the performance of multiclass classification of biomedical texts for cardiovascular diseases by combining two different feature representation methods, i.e., bag-of-words (BoW) and word embeddings (WE). To hybridize the two feature representations, we investigated a set of...

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Detalhes bibliográficos
Publicado no:Healthcare (Basel)
Main Authors: Ahmed, Nizar, Dilmaç, Fatih, Alpkocak, Adil
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7712354/
https://ncbi.nlm.nih.gov/pubmed/33050399
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/healthcare8040392
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