Use of machine learning to analyse routinely collected intensive care unit data: a systematic review

HIGHLIGHTS

  • who: Duncan Shillan from the NIHR Bristol Biomedical Research Centre, University of Bristol, Bristol, UK have published the article: Use of machine learning to analyse routinely collected intensive care unit data: a systematic review, in the Journal: (JOURNAL)
  • what: The study aim the type of machine learning used the size of dataset analysed whether and how the model was validated and measures of predictive accuracy were extracted. The most common study aims were predicting complications (77 papers ) predicting mortality improving prognostic models and classifying sub-populations . Risk of bias was not assessed in the included . . .

     

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