Early Detection of Heart Failure with Reduced Ejection Fraction using Perioperative Data among Non-Cardiac Surgical Patients: A Machine Learning Approach

BACKGROUND: Heart failure with reduced ejection fraction (HFrEF) is a condition imposing significant healthcare burden. Given its syndromic nature and often insidious onset, the diagnosis may not be made until clinical manifestations prompt further evaluation. Detecting HFrEF in precursor stages cou...

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Bibliografiska uppgifter
I publikationen:Anesth Analg
Huvudupphovsmän: Mathis, Michael R., Engoren, Milo C., Joo, Hyeon, Maile, Michael D., Aaronson, Keith, Burns, Michael, Sjoding, Michael, Douville, Nicholas J., Janda, Allison M., Hu, Yaokun, Najarian, Kayvan, Kheterpal, Sachin
Materialtyp: Artigo
Språk:Inglês
Publicerad: 2020
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Article
Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC7467779/
https://ncbi.nlm.nih.gov/pubmed/32287126
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1213/ANE.0000000000004630
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