Capstone

Running Locally

npm install
npm run start

MIMIC Datasets

• Hospital and ICU data is from Version 3.1
• Varying prerequisites and access methods by dataset
• Steps outlined on official pages, ref:
  • Official Website: PhysioNet MIMIC IV version 3.1
  • mimic-code GitHub Repository
• For local builds, nice-to-have: PostgreSQL 16, gzip

Depersonalization; Anchor values, Time Shifts

The anchor_year column is a deidentified year occurring sometime between 2100 - 2200.
The anchor_year_group column is one of the following values: "2008 - 2010", "2011 - 2013", "2014 - 2016", "2017 - 2019", and "2020 - 2022".

Example: if a patient's anchor_year is 2158, and their anchor_year_group is 2011 - 2013, then any hospitalizations for the patient occurring in the year 2158 actually occurred sometime between 2011 - 2013.

The anchor_age provides the patient age in the given anchor_year.

Example: If the patient was over 89 in the anchor_year, this anchor_age has been set to 91 (i.e. all patients over 89 have been grouped together into a single group with value 91, regardless of what their real age was).