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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Vydáno v:AIMS Public Health
Hlavní autoři: Mariani, Maria C, Tweneboah, Osei K, Bhuiyan, Md Al Masum
Médium: Artigo
Jazyk:Inglês
Vydáno: AIMS Press 2019
Témata:
Research Article
On-line přístup: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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