Temporal convolutional networks and data rebalancing for clinical length of stay and mortality prediction

HIGHLIGHTS

• who: Bryan P. Bednarski from the DepartmentUniversity of have published the paper: Temporal convolutional networks and data rebalancing for clinical length of stay and mortality prediction, in the Journal: Scientific Reports Scientific Reports
• what: The authors utilize the PhysioNet MIMIC-III critical care dataset to evaluate how well TCNs can predict patient LOS and mortality from strictly time series input d u00ad ata9,38-41. Patients in this study database were provided informed consent and data collection complied with the Declaration of Helsinki. The authors evaluate the predictive accuracy of the TCN across four binary . . .
  

   

  

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