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Machine Learning in Risk Prediction for Cardiac Surgery - An Emerging Trend?

Jaishankar Raman1, Svetha Venkatesh2, Rinaldo Bellomo3

  • 1Austin & St Vincent's Hospitals, Melbourne, University of Melbourne, Melbourne, Vic, Australia; Deakin University, Geelong & Melbourne, Vic, Australia; University of Illinois at Urbana-Champaign, Champaign, IL, US.

Heart, Lung & Circulation
|October 2, 2021
PubMed
Summary

No abstract available in PubMed .

Keywords:
Artificial intelligenceCardiac surgeryMachine learning

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Patients with hypertrophic cardiomyopathy (HCM) and left ventricular outflow tract (LVOT) obstruction who remain symptomatic despite optimal medical therapy may undergo a septal myectomy (Morrow procedure). This procedure involves excising a portion of the hypertrophied septum below the aortic valve using a heart-lung machine to improve blood flow through the LVOT. Effective preoperative and postoperative nursing management ensures successful patient outcomes, minimizes complications, and...
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