10.1186/s12911-020-01271-2 | Papers

Papers: 10.1186/s12911-020-01271-2

Using machine learning methods to predict in-hospital mortality of sepsis patients in the ICU

Cited by: 64
Author(s): Guilan Kong, Ke Lin, Yonghua Hu
Published: almost 5 years ago

Generalized Boosted Regression Models
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Lasso and Elastic-Net Regularized Generalized Linear Models
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Breiman and Cutler's Random Forests for Classification and Regression
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Read and analyze GBM data
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Python wrapper for glmnet
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