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Machine learning versus conventional clinical methods in guiding management of heart failure patients—a systematic review

Machine learning (ML) algorithms “learn” information directly from data, and their performance improves proportionally with the number of high-quality samples. The aim of our systematic review is to present the state of the art regarding the implementation of ML techniques in the management of heart...

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Detalhes bibliográficos
Publicado no:Heart Fail Rev
Main Authors: Bazoukis, George, Stavrakis, Stavros, Zhou, Jiandong, Bollepalli, Sandeep Chandra, Tse, Gary, Zhang, Qingpeng, Singh, Jagmeet P., Armoundas, Antonis A.
Formato: Artigo
Idioma:Inglês
Publicado em: Springer US 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7384870/
https://ncbi.nlm.nih.gov/pubmed/32720083
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s10741-020-10007-3
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