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Table 2 Tidiness check of the evaluation datasets

From: lab2clean: a novel algorithm for automated cleaning of retrospective clinical laboratory results data for secondary uses

 

Intego

MIMIC-IV

Tidiness rule #1

  

One table for all laboratory results

Yes

Yes

Tidiness rule #2

8 variables

15 variables

One column for each variable

Yes

Three columns for the result value

Columns for the five fundamental variables

Yes

Yes

Tidiness rule #3

  

Records (rows)

~218M records

~123M records