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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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書目詳細資料
發表在:Heart Fail Rev
Main Authors: Bazoukis, George, Stavrakis, Stavros, Zhou, Jiandong, Bollepalli, Sandeep Chandra, Tse, Gary, Zhang, Qingpeng, Singh, Jagmeet P., Armoundas, Antonis A.
格式: Artigo
語言:Inglês
出版: Springer US 2020
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在線閱讀: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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