Supervised machine learning models applied to disease diagnosis and prognosis

This work analyses the diagnosis and prognosis of cancer and heart disease data using five Machine Learning (ML) algorithms. We compare the predictive ability of all the ML algorithms to breast cancer and heart disease. The important variables that causes cancer and heart disease are also studied. W...

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Publicado en:AIMS Public Health
Main Authors: Mariani, Maria C, Tweneboah, Osei K, Bhuiyan, Md Al Masum
Formato: Artigo
Idioma:Inglês
Publicado: AIMS Press 2019
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Research Article
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC6940574/
https://ncbi.nlm.nih.gov/pubmed/31909063
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3934/publichealth.2019.4.405
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