Machine learning based algorithms to impute pao2 from spo2 values and development of an online calculator

HIGHLIGHTS

• who: Shuangxia Ren from the Intelligent Systems Program, University of have published the article: Machine learning based algorithms to impute PaO2 from SpO2 values and development of an online calculator, in the Journal: Scientific Reports Scientific Reports
• what: The study utilizing the MIMIC-III database was determined as exempt by the University of Pittsburgh Institutional Review Board (STUDY19100068). To clarify the models proposed in this study, the following example is worth mentioning: with the assumption of u00adSpO2=100%, u00adFiO2=0.6, and PEEP=5 u00adcmH2O (observed u00adPaO2/FiO2=190), the predicted u00adPaO2 is estimated as . . .
  

   

  

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