yanchao0222 / abd_prediction

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Predicting Brain Function Status Changes in Critically Ill Patients

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Authors:

Chao Yan, EECS, Vanderbilt University

Cheng Gao, DBMI, Vanderbilt University Medical Center

Ziqi Zhang, EECS, Vanderbilt University

Wencong Chen, Dept of Biostats, School of Medicine, Vanderbilt University

Bradley A. Malin, DBMI, Vanderbilt University Medical Center

E. Wesley Ely, Critical Illness, Brain Dysfunction and Survivorship Center, Vanderbilt University Medical Center

Mayur B. Patel, Critical Illness, Brain Dysfunction and Survivorship Center, Vanderbilt University Medical Center

You Chen, DBMI, Vanderbilt University Medical Center

This method utilizes Light Gradient Boosting Machine (LightGBM) to predict the daily status changes of acute brain dysfunction for critically ill patients.