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.

Rehospitalizations

Numerator 200

Discharged

Denominator 670

Rehospitalization Rate

200 / 670 = 29.9 %

Index = Discharged + Died + Transferred

720 (100%) = 670 (93.1%) + 0 (0.0%) + 0 (0.0%)

Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset200

Rehospitalization during 50 days since discharge:

Mean ΔT: 109.14 days FQ: 20 days Median: 64 days TQ: 187 days

Rehospitalization during 50 weeks since discharge:

Mean ΔT: 15.15 weeks FQ: 2 weeks Median: 9 weeks TQ: 26 weeks
Sex Distribution
Sex Initial Sub Discharged
Male 60.0 % 60.0 % 64.18 %
Female 35.0 % 35.0 % 35.82 %
Race Distribution
Race Initial Sub Discharged
White 10.0 % 15.0 % 14.93 %
Black 10.0 % 15.0 % 11.94 %
Hispanic 10.0 % 10.0 % 11.94 %
Asian or Pacific Islander 10.0 % 10.0 % 13.43 %
Native American 15.0 % 15.0 % 13.43 %
Other 15.0 % 10.0 % 14.93 %
Race missing, unknown 10.0 % 15.0 % 13.43 %
Payer Distribution
Payer Initial Sub Discharged
Medicare 15.0 % 15.0 % 11.94 %
Medicaid 10.0 % 10.0 % 11.94 %
Private insurance 10.0 % 15.0 % 13.43 %
Self-pay 15.0 % 15.0 % 14.93 %
Other payer 10.0 % 10.0 % 14.93 %
Unknown payer 10.0 % 10.0 % 13.43 %
No charge 10.0 % 10.0 % 14.93 %
Source Distribution
Source Initial Sub Discharged
Another health facility including LTC 15.0 % 20.0 % 14.93 %
Emergency department 15.0 % 10.0 % 14.93 %
Unknown 15.0 % 10.0 % 17.91 %
Court/Law enforcement 15.0 % 15.0 % 17.91 %
Routine, birth, etc 15.0 % 25.0 % 14.93 %
Another hospital 15.0 % 10.0 % 14.93 %
Disposition Distribution
Disposition Initial Sub Discharged
Home Health Care 10.0 % 10.0 % 11.94 %
Transfer other SNF, ICF, etc. 0.0 % 10.0 % 8.96 %
Routine 70.0 % 60.0 % 77.61 %
Length of Stay Distribution
Discharged
Initial
Subsequent
Visits Mean LOS First quartile Median Third quartile
Discharged 5.58 days 2 days 3 days 7 days
Initial 6.33 days 2 days 4 days 8 days
Sub 6.14 days 1 days 3 days 6 days
Age Distribution
Discharged
Initial
Subsequent
Visits Mean Age First quartile Median Third quartile
Discharged 73.13 year 63 year 74 year 84 year
Initial 73.81 year 65 year 74 year 83 year
Sub 73.82 year 64 year 74 year 83 year
Procedure Distribution
Procedure Code Description Initial Sub Discharged
P3722 Left heart cardiac catheterization 0.0 % 0.0 % 5.97 %
P3734 Excision or destruction of other lesion or tissue of heart, endovascular approach 0.0 % 10.0 % 7.46 %
P9604 Insertion of endotracheal tube 0.0 % 0.0 % 2.99 %
P9904 Transfusion of packed cells 0.0 % 10.0 % 5.97 %
P8856 Coronary arteriography using two catheters 0.0 % 0.0 % 7.46 %
P8872 Diagnostic ultrasound of heart 25.0 % 0.0 % 23.88 %
P3893 Venous catheterization, not elsewhere classified 0.0 % 0.0 % 2.99 %
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 0.0 % 0.0 % 2.99 %
P3772 Initial insertion of transvenous leads [electrodes] into atrium and ventricle 0.0 % 0.0 % 4.48 %
P3728 Intracardiac echocardiography 0.0 % 0.0 % 2.99 %
P8853 Angiocardiography of left heart structures 0.0 % 0.0 % 4.48 %
P9961 Atrial cardioversion 100.0 % 0.0 % 100.0 %
P3727 Cardiac mapping 0.0 % 0.0 % 7.46 %
P3726 Catheter based invasive electrophysiologic testing 0.0 % 10.0 % 7.46 %
P3783 Initial insertion of dual-chamber device 0.0 % 0.0 % 4.48 %
P3961 Extracorporeal circulation auxiliary to open heart surgery 0.0 % 0.0 % 4.48 %
P9961_2 Atrial cardioversion 2nd 0.0 % 0.0 % 2.99 %
DRG Distribution
DRG Code Description Initial Sub Discharged
DG552 DRG V24 : OTHER PERMANENT CARDIAC PACEMAKER IMPLANT W/O MAJOR CV DX 0.0 % 0.0 % 2.99 %
DG105 DRG V24 : CARDIAC VALVE & OTHER MAJOR CARDIOTHORACIC PROC W/O CARDIAC CATH 0.0 % 0.0 % 4.48 %
DG127 DRG V24 : HEART FAILURE & SHOCK 0.0 % 0.0 % 4.48 %
DG124 DRG V24 : CIRCULATORY DISORDERS EXCEPT AMI, W CARD CATH & COMPLEX DIAG 0.0 % 0.0 % 2.99 %
DG138 DRG V24 : CARDIAC ARRHYTHMIA & CONDUCTION DISORDERS W CC 25.0 % 0.0 % 23.88 %
DG139 DRG V24 : CARDIAC ARRHYTHMIA & CONDUCTION DISORDERS W/O CC 10.0 % 0.0 % 17.91 %
DG518 DRG V24 : PERCUTANEOUS CARDIOVASC PROC W/O CORONARY ARTERY STENT OR AMI 0.0 % 0.0 % 7.46 %
Diagnosis Distribution
Diagnosis Code Description Initial Primary Sub Primary Discharged Primary Initial All Sub All Discharged All
D2724 Other and unspecified hyperlipidemia 0.0% 0.0% 0.0% 15.0% 15.0% 19.4%
D2720 Pure hypercholesterolemia 0.0% 0.0% 0.0% 0.0% 0.0% 4.48%
D4254 Other primary cardiomyopathies 0.0% 0.0% 0.0% 0.0% 0.0% 5.97%
D53081 Esophageal reflux 0.0% 0.0% 0.0% 0.0% 0.0% 4.48%
DV4582 Percutaneous transluminal coronary angioplasty status 0.0% 0.0% 0.0% 0.0% 0.0% 2.99%
DV5861 Long-term (current) use of anticoagulants 0.0% 0.0% 0.0% 10.0% 10.0% 10.45%
D42781 Sinoatrial node dysfunction 0.0% 0.0% 0.0% 0.0% 0.0% 4.48%
D42789 Other specified cardiac dysrhythmias 0.0% 0.0% 0.0% 0.0% 0.0% 4.48%
D412 Old myocardial infarction 0.0% 0.0% 0.0% 0.0% 0.0% 4.48%
D42731 Atrial fibrillation 35.0% 15.0% 43.28% 50.0% 35.0% 56.72%
D42732 Atrial flutter 10.0% 0.0% 10.45% 15.0% 10.0% 16.42%
D2859 Anemia, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 2.99%
D496 Chronic airway obstruction, not elsewhere classified 0.0% 0.0% 0.0% 0.0% 0.0% 2.99%
D2449 Unspecified acquired hypothyroidism 0.0% 0.0% 0.0% 0.0% 0.0% 5.97%
D4240 Mitral valve disorders 0.0% 0.0% 0.0% 0.0% 0.0% 4.48%
D3051 Tobacco use disorder 0.0% 0.0% 0.0% 0.0% 0.0% 2.99%
D41401 Coronary atherosclerosis of native coronary artery 0.0% 0.0% 2.99% 10.0% 10.0% 11.94%
D4280 Congestive heart failure, unspecified 0.0% 0.0% 4.48% 15.0% 10.0% 13.43%
DV4581 Aortocoronary bypass status 0.0% 0.0% 0.0% 0.0% 0.0% 5.97%
DV1582 Personal history of tobacco use 0.0% 0.0% 0.0% 0.0% 0.0% 8.96%
D27800 Obesity, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 4.48%
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0.0% 0.0% 0.0% 0.0% 0.0% 8.96%
D4019 Unspecified essential hypertension 0.0% 0.0% 0.0% 20.0% 25.0% 28.36%
External Causes Distribution
External Cause Code Description Initial Sub Discharged
EE8490 Accident in home 0.0 % 0.0 % 4.48 %
EE8497 Accidents occurring in residential institution 0.0 % 0.0 % 5.97 %