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Published November 4, 2020 | Version 1.0
Software Open

Code for the Imputation of PaO2/FIO2 from SpO2 values from the MIMIC-III Critical Care Database Using Machine-Learning Based Algorithms

Creators

  • 1. University of Pittsburgh

Description

The code is from a study  to develop a machine learning algorithm to impute PaO2/FIO2 from SpO2/FIO2 among mechanically ventilated patients in the Medical Information Mart for Intensive Care (MIMIC) III database and compare it to the previously published non-linear and log-linear equations.

Notes

Funding acknoedgement: United States National Institutes of Health P01 HL114453, R01 HL136143, K24 HL143285

Files

codes_PaO2_Imputation.zip

Files (213.1 kB)

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