A novel interpretative tool for early prediction of low cardiac output syndrome after valve surgery: online machine learning models
AbstractObjective Low cardiac output syndrome (LCOS) is a severe complication after valve surgery, with no uniform standard for early identification. We developed interpretative machine learning (ML) models for predicting LCOS risk preoperatively and 0.5 h postoperatively for intervention in advance...
Main Authors: | , , , , , , , , , , , |
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Format: | Article |
Language: | English |
Published: |
Taylor & Francis Group
2023-12-01
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Series: | Annals of Medicine |
Subjects: | |
Online Access: | https://www.tandfonline.com/doi/10.1080/07853890.2023.2293244 |