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Using autoencoders as a weight initialization method on deep neural networks for disease detection

BACKGROUND: As of today, cancer is still one of the most prevalent and high-mortality diseases, summing more than 9 million deaths in 2018. This has motivated researchers to study the application of machine learning-based solutions for cancer detection to accelerate its diagnosis and help its preven...

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Detalhes bibliográficos
Publicado no:BMC Med Inform Decis Mak
Main Authors: Ferreira, Mafalda Falcão, Camacho, Rui, Teixeira, Luís F.
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7439655/
https://ncbi.nlm.nih.gov/pubmed/32819347
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12911-020-01150-w
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