Open AccessE-CatBoost: An efficient machine learning framework for predicting ICU mortality using the eICU Collaborative Research Database
Author(s) -
Nima Safaei,
Babak Safaei,
Seyedhouman Seyedekrami,
Mojtaba Talafidaryani,
Ahmad A. Masoud,
Shaodong Wang,
Qing Li,
Mahdi Moqri
Publication year - 2022
Publication title -
plos one
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.99
H-Index - 332
ISSN - 1932-6203
DOI - 10.1371/journal.pone.0262895
Subject(s) - machine learning , receiver operating characteristic , benchmark (surveying) , intensive care unit , artificial intelligence , computer science , predictive modelling , medicine , intensive care medicine , geodesy , geography