Need to exclude ICU patients admitted between 2008 and 2012 from MIMIC-IV
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Description
Hello,
I would like to exclude ICU patients in MIMIC-IV who were admitted between 2008 and 2012 for a validation study. Is this possible in MIMIC-IV?
Summary of findings so far:
- According to the MIMIC-III issue #538, @alistairewj mentioned that the actual year of hospitalization is not available in MIMIC-III (I'm not sure if this is true for MIMIC-IV).
- As mentioned in the MIMIC-IV documentation ("distinct patients are not temporally comparable"), the deidentified years are not temporally ordered. I believe this means that we cannot simply exclude the first oldest 4 years of admission to obtain the cohort of interest (i.e., patients admitted after 2012).
- However, the MIMIC-III CareVue subset documentation states, "The date shifting approach was changed in MIMIC-IV to preserve year of admission (with added noise), while the day of the week and season was obscured." What does 'preserve year of admission' mean in MIMIC-IV? Still, I can see 105 different de-identified ICU admit years in MIMIC-IV.
Any suggestions are welcome!
Thanks,
Lasith
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Research direction
Read the linked MIMIC-IV and MIMIC-III CareVue documentation first, then review issue #538 for the date-shifting context. Done means documenting whether MIMIC-IV preserves admission year and whether a defensible 2008–2012 exclusion can be performed; no repository file or test is named.
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Assessment
- Domain
- databases
- Issue type
- Documentation
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 20/100