Due to restrictions following results are derived from synthetic data to demonstrate capability of Computational Healthcare. Please do no derive any inferences from results below.

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  2. Readmission Analytics
  3. Synthetic data 2006-2011 Inpatient, Ambulatory Surgery, ED
  4. Continuous invasive mechanical ventilation for less than 96 consecutive hours (P9671)

Index hospitalizations and rehospitalizations following: Continuous invasive mechanical ventilation for less than 96 consecutive hours

Exclusions selecting index hospitalizations
Order Criteria Count
Total 11210
Excluded - 1890
Selected 9310
Selected Pediatric 0
2 Index LOS < 0 exclude - 0
1 Age <= 19 exclude - 360
3 Index visit during 2011 - 1530
Exclusions selecting rehospitalizations
Order Criteria Count
Total 2920
Excluded - 860
Selected 2050
Selected Pediatric 0
3 Sub LOS < 0 exclude - 0
1 Age <= 19 exclude - 110
5 Negative delta - 0
6 delta > 365 days - 430
4 Initial visit during 2011 - 310

Index Hospitalization counts

Index hospitalization Count %
All 9310 100%
Discharged 4730 50.8%
Transferred 600 6.4%
Died 3970 42.6%

All Cause Rehospitalizations

sub count rate explore
All cause readmission in 90 days 810 17.1% view
All cause readmission in 60 days 690 14.6% view
All cause readmission in 7 days excluding transfers or same day readmits 230 4.9% view
All cause readmission in 365 days 1250 26.4% view
All cause readmission in 30 days 520 11.0% view
All cause transfers or same day readmits 800 16.9% view

Readmission grouped by subsequent procedures

sub count rate explore
Transfusion of packed cells 240 5.1% view
Venous catheterization, not elsewhere classified 210 4.4% view

Readmission grouped by subsequent primary diagnosis

sub count rate explore

Readmission grouped by subsequent DRG

sub count rate explore
© Cornell University 2017.
Akshay Bhat, Peter Fleischut, Ramin Zabih. At this time we are pursuing the patent process to protect this software.