Feature Engineering for Electronic Health Record Systems

01:15:06Recorded on 22 June 2020

Hilda B. Klasky(Oak Ridge National Laboratory, United States)

Hilda analyzed healthcare data from the Veterans Affairs Corporate Data Warehouse to discover and visualize clinical order processes like the radiology process.

Synopsis

Oak Ridge National Laboratory (ORNL) is a leading science and technology laboratory under the direction of the Department of Energy.

Hilda Klasky is part of the R&D Staff of the Systems Modeling Group in the Computational Sciences & Engineering Division at ORNL. To prepare the data of the radiology process from the Veterans Affairs Corporate Data Warehouse for her process mining analysis, Hilda had to condense and pre-process the data in various ways. Step by step she shows the strategies that have worked for her to simplify the data to the level that was required to be able to analyze the process with domain experts.

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