/cos597project

Imputing data in the UPenn medical dataset

Primary LanguageMATLAB

Imputing data in the UPenn medical dataset

Project for COS 597-D (Fall 2014) at Princeton University

###Project members

  • Li-Fang Cheng
  • John Hoffman
  • Gregory Darnell

###Project summary

Working on algorithms which can accurately impute missing time-series data in the UPenn medical dataset.

###About the data

The UPenn dataset is proprietary and thus cannot be shared in its raw form.

The data includes vital signs (XX kinds of measurements), lab results (XX kinds of labs), and diagnoses