Machine learning algorithms to predict major bleeding after isolated coronary artery bypass grafting

Machine learning algorithms to predict major bleeding after isolated coronary artery bypass grafting

ObjectivesPostoperative major bleeding is a common problem in patients undergoing cardiac surgery and is associated with poor outcomes. We evaluated the performance of machine learning (ML) methods to predict postoperative major bleeding.MethodsA total of 1,045 patients who underwent isolated corona...

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Bibliographic Details
Main Authors: Yuchen Gao, Xiaojie Liu, Lijuan Wang, Sudena Wang, Yang Yu, Yao Ding, Jingcan Wang, Hushan Ao
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-07-01
Series:Frontiers in Cardiovascular Medicine
Subjects:
major bleeding
machine learning
prediction model
cardiac surgery
coronary artery bypass graft (CABG) surgery
Online Access:https://www.frontiersin.org/articles/10.3389/fcvm.2022.881881/full

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https://www.frontiersin.org/articles/10.3389/fcvm.2022.881881/full

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