/MIMIC-nursing-note-sentiment

Using nursing note sentiment to predict mortality in ICU patients

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MIMIC-nursing-note-sentiment

Using nursing note sentiment to predict mortality in ICU patients

Instruction

This repo consists 3 parts.

0. Prerequisite

Require: MIMIC III database in the local machine, or the connection to online database. Instructions may be found HERE or Physionet's GitHub page.

1. Data retrieval

The scripts will be used to obtain the three corresponding csv files for the analysis in steps 2 and 3

2. Sentiment analysis

The Polarity and Subjectivity scores will be obtained by running the script.

3. Statistical analysis