Intraoperative Features Improve Model Risk Predictions After Coronary Artery Bypass Grafting

Author:

Potosnak Willa,Dufendach Keith A.ORCID,Nagpal Chirag,Kaczorowski David J.,Yoon Pyongsoo,Bonatti Johannes,Miller James K.,Dubrawski Artur W.

Funder

Thoracic Surgery Foundation

Publisher

Elsevier BV

Reference9 articles.

1. The Society of Thoracic Surgeons 2018 Adult Cardiac Surgery Risk Models: part 2-statistical methods and results;O’Brien;Ann Thorac Surg,2018

2. Improved predictive models for acute kidney injury with idea: intraoperative data embedded analytics;Adhikari;PloS One,2009

3. Prediction of the development of acute kidney injury following cardiac surgery by machine learning;Tseng;Crit Care,2020

4. Regularization paths for generalized linear models via coordinate descent;Friedman;J Stat Softw,2010

5. Scikit-learn: machine learning in Python;Pedregosa;J Mach Learn Res,2011

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