Establishment of icu mortality risk prediction models with machine learning algorithm using mimic-iv database

HIGHLIGHTS

• who: Ke Pang and colleagues from the Department of Anesthesiology, Third Xiangya Hospital, Central South University, Changsha, China have published the article: Establishment of ICU Mortality Risk Prediction Models with Machine Learning Algorithm Using MIMIC-IV Database, in the Journal: Diagnostics 2022, 1068 of /2022/
• what: The authors aimed to establish and compare multiple machine learning models with physiology subscores of APACHE III-namely the Acute Physiology Score III (APS III)-and LODS scoring systems to obtain better performance for ICU mortality prediction. The authors used two prognostic scoring variableserrors. could provide better prediction performance . . .
  

   

  

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