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. Revisit Analytics
  3. Synthetic data 2006-2011 Inpatient, Ambulatory Surgery, ED
  4. Venous catheterization, not elsewhere classified (P3893)

Index visit and revisits following: Venous catheterization, not elsewhere classified

Index visit counts

Index visit Count %
All 23110 100%
Discharged 18080 78.2%
Transferred 930 4.0%
Died 4090 17.7%
Exclusions selecting index visits
Order Criteria Count
Total 27040
Excluded - 3930
Selected 23110
Selected Pediatric 0
2 Index LOS < 0 - 0
3 Index visit during 2011 - 3090
1 Age < 19 - 820
Exclusions selecting revisits
Order Criteria Count
Total 14600
Excluded - 4390
Selected 10200
Selected Pediatric 0
2 Initial LOS < 0 - 0
5 Delta < 0 - 20
6 Delta > 365 days - 2750
3 Sub LOS < 0 - 0
1 Age < 19 - 520
4 Initial visit during 2011 - 1060

All Cause Rehospitalizations

sub count rate explore
Readmission in 60 days 3100 17.1% view
Readmission in 7 days 780 4.3% view
Readmission in 90 days 3570 19.7% view
Transfer hospitalizations and same day readmissions 1750 9.7% view
Readmission in 30 days 2270 12.6% view
Readmission in 365 days 4990 27.6% view

All Cause ED visits

sub count rate explore
ED visits in 90 days 1620 9.0% view
ED visits in 30 days 1080 6.0% view
ED visits in 365 days 2740 15.2% view
ED visits in 7 days 430 2.4% view
ED visits in 60 days 1400 7.7% view

All Cause Ambulatory Surgery visits

sub count rate explore
Ambulatory Surgery in 365 days 650 3.6% view
Ambulatory Surgery in 90 days 330 1.8% view
Ambulatory Surgery in 60 days 250 1.4% view

Readmission grouped by subsequent procedures, primary diagnosis and DRG codes

type grouped by procedure/diagnosis/DRG in subsequent hospitalization count rate explore
Procedure Continuous invasive mechanical ventilation for 96 consecutive hours or more 330 1.8% view
Procedure Other physical therapy 310 1.7% view
Procedure Occupational therapy 300 1.7% view
Procedure Transfusion of packed cells 1070 5.9% view
Procedure Insertion of endotracheal tube 270 1.5% view
Primary Diagnosis Primary Diagnosis during inpatient visits :Care involving other specified rehabilitation procedure 480 2.7% view
Procedure Parenteral infusion of concentrated nutritional substances 220 1.2% view
Primary Diagnosis Primary Diagnosis during inpatient visits :Encounter for antineoplastic chemotherapy 210 1.2% view
Procedure Injection or infusion of cancer chemotherapeutic substance 300 1.7% view
Procedure Continuous invasive mechanical ventilation for less than 96 consecutive hours 240 1.3% view
Procedure Venous catheterization, not elsewhere classified 1050 5.8% view
Procedure Hemodialysis 230 1.3% view
DRG DRG V24 : REHABILITATION 500 2.8% view
Primary Diagnosis Primary Diagnosis during inpatient visits :Unspecified septicemia 410 2.3% view
DRG DRG V24 : SEPTICEMIA W/O MV 96+ HOURS AGE >17 520 2.9% view

ED visits grouped by subsequent procedures and primary diagnosis

type grouped by procedure/diagnosis in subsequent visit count rate explore
Procedure Procedure during ED visits :Due to AMA Copyright we cannot show you description for CPT code 36415 240 1.3% view
Procedure Procedure during ED visits :Due to AMA Copyright we cannot show you description for CPT code 85025 220 1.2% view
Procedure Procedure during ED visits :Due to AMA Copyright we cannot show you description for CPT code 99284 320 1.8% view
Procedure Procedure during ED visits :Due to AMA Copyright we cannot show you description for CPT code 99283 360 2.0% view

Ambulatory Surgery visits grouped by subsequent procedures and primary diagnosis

type grouped by procedure/diagnosis in subsequent visit 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.