Big data in healthcare
Final super advanced machine learning model
Systolic Blood Pressure < 100
GCS < 13
Respiratory Rate > 22
This is healthcare’s “big data” model
Why aren’t we doing better?
Challenges
“VA data did not include GCS”
“[no fluid output] … because of poor accuracy in recording”
“[no] … thrombin, urea levels”
Final cohort: 75,000
Original
cohort
Final
cohort
Workshop
Provided an extract of MIMIC-III, a publicly available ICU database
Build predictive models of in-hospital mortality
Compete with your latest and greatest algorithm!
Tomorrow, July 5th
8:30am-noon