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Prediction of incident myocardial infarction using machine learning applied to harmonized electronic health record data

BACKGROUND: With cardiovascular disease increasing, substantial research has focused on the development of prediction tools. We compare deep learning and machine learning models to a baseline logistic regression using only ‘known’ risk factors in predicting incident myocardial infarction (MI) from h...

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Pubblicato in:BMC Med Inform Decis Mak
Autori principali: Mandair, Divneet, Tiwari, Premanand, Simon, Steven, Colborn, Kathryn L., Rosenberg, Michael A.
Natura: Artigo
Lingua:Inglês
Pubblicazione: BioMed Central 2020
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC7532582/
https://ncbi.nlm.nih.gov/pubmed/33008368
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12911-020-01268-x
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