Description of the obesity project done with MIMIC-III database on March 2017.
Study question: "to compare the deviation of laboratory results utilized in scoring systems from baseline to ICU admission in both obese and normal weight patients, adjusted for the severity of score illness (SAPS-II or SOFA)"
Step by step:
- Cohort creation - note you need to create a new table with a specific name for each cohort (normal weight and obese).
- Demographics I and II
- Primary ICD9
- ICU procedures in the first 24h
- ICU severity of illness score
- Baseline lab results
- 1st24hICU_labresults
- Statistical analyses code (R)