Published August 24, 2021 | Version v1
Software Open

Subtle variation in sepsis-III definitions influences predictive performance of machine learning

Creators

  • 1. University of Oxford
  • 2. Alan Turing Institute
  • 3. University College London
  • 4. Massachusetts General Hospital

Description

This is the official implementation of the paper entitled "Subtle variation in sepsis-III definitions influences predictive performance of machine learning".

Notes

The author list is in alphabetical order. P.F., H.L., J.M., Y.W., and L.Y. are the main contributors to the code implementation of this study.

Files

Mimiciii_Sepsis_Label_Extraction.zip

Files (19.8 MB)

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Additional details

Funding

UK Research and Innovation
Unparameterised multi-modal data, high order signatures, and the mathematics of data science EP/S026347/1
UK Research and Innovation
The Alan Turing Institute EP/N510129/1