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. Left heart cardiac catheterization (P3722)

Index visit and revisits following: Left heart cardiac catheterization

Index visit counts

Index visit Count %
All 15450 100%
Discharged 14480 93.7%
Transferred 770 5.0%
Died 0 0.0%
Exclusions selecting index visits
Order Criteria Count
Total 17930
Excluded - 2470
Selected 15450
Selected Pediatric 0
1 Age < 19 - 0
3 Index visit during 2011 - 2460
Exclusions selecting revisits
Order Criteria Count
Total 11500
Excluded - 4720
Selected 6780
Selected Pediatric 0
6 Delta > 365 days - 3910
1 Age < 19 - 0
5 Delta < 0 - 50
4 Initial visit during 2011 - 740

All Cause Rehospitalizations

sub count rate explore
Transfer hospitalizations and same day readmissions 700 4.8% view
Readmission in 90 days 1800 12.4% view
Readmission in 60 days 1540 10.6% view
Readmission in 30 days 1090 7.5% view
Readmission in 7 days 450 3.1% view
Readmission in 365 days 3040 21.0% view

All Cause ED visits

sub count rate explore
ED visits in 90 days 1120 7.7% view
ED visits in 30 days 700 4.8% view
ED visits in 60 days 910 6.3% view
ED visits in 365 days 2270 15.7% view
ED visits in 7 days 300 2.1% view

All Cause Ambulatory Surgery visits

sub count rate explore
Ambulatory Surgery in 90 days 200 1.4% view
Ambulatory Surgery in 365 days 690 4.8% view

Readmission grouped by subsequent procedures, primary diagnosis and DRG codes

type grouped by procedure/diagnosis/DRG in subsequent hospitalization count rate explore
Procedure Procedure on single vessel 550 3.8% view
Procedure Left heart cardiac catheterization 470 3.2% view
DRG DRG V24 : PERCUTANEOUS CARDIOVASCULAR PROC W DRUG-ELUTING STENT W/O MAJ CV DX 400 2.8% view
Procedure Angiocardiography of left heart structures 290 2.0% view
Procedure Insertion of one vascular stent 370 2.6% view
Procedure Diagnostic ultrasound of heart 200 1.4% view
DRG DRG V24 : PERCUTANEOUS CARDIOVASCULAR PROC W DRUG-ELUTING STENT W MAJOR CV DX 210 1.5% view
Primary Diagnosis Primary Diagnosis during inpatient visits :Coronary atherosclerosis of native coronary artery 990 6.8% view
Primary Diagnosis Primary Diagnosis during inpatient visits :Subendocardial infarction, initial episode of care 260 1.8% view
Procedure Transfusion of packed cells 400 2.8% view
Procedure Extracorporeal circulation auxiliary to open heart surgery 310 2.1% view
Procedure Single internal mammary-coronary artery bypass 320 2.2% view
Procedure Coronary arteriography using two catheters 550 3.8% view
Procedure Insertion of drug-eluting coronary artery stent(s) 500 3.5% view
Procedure Percutaneous transluminal coronary angioplasty [PTCA] or coronary atherectomy 630 4.4% 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 93005 270 1.9% view
Primary Diagnosis Primary Diagnosis during ED visits :Chest pain, unspecified 220 1.5% view
Procedure Procedure during ED visits :Due to AMA Copyright we cannot show you description for CPT code 85025 210 1.5% view
Procedure Procedure during ED visits :Due to AMA Copyright we cannot show you description for CPT code 99283 290 2.0% view
Procedure Procedure during ED visits :Due to AMA Copyright we cannot show you description for CPT code 99284 320 2.2% 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.