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 220

Discharged

Denominator 600

Rehospitalization Rate

220 / 600 = 36.7 %

Index = Discharged + Died + Transferred

680 (100%) = 600 (88.2%) + 0 (0.0%) + 0 (0.0%)

Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset200

Rehospitalization during 50 days since discharge:

Mean ΔT: 90.55 days FQ: 13 days Median: 45 days TQ: 136 days

Rehospitalization during 50 weeks since discharge:

Mean ΔT: 12.47 weeks FQ: 1 weeks Median: 6 weeks TQ: 19 weeks
Sex Distribution
Sex Initial Sub Discharged
Male 54.55 % 54.55 % 51.67 %
Female 45.45 % 45.45 % 46.67 %
Race Distribution
Race Initial Sub Discharged
White 18.18 % 13.64 % 15.0 %
Black 13.64 % 18.18 % 15.0 %
Hispanic 13.64 % 9.09 % 13.33 %
Asian or Pacific Islander 9.09 % 9.09 % 13.33 %
Native American 13.64 % 13.64 % 11.67 %
Other 9.09 % 13.64 % 11.67 %
Race missing, unknown 13.64 % 13.64 % 16.67 %
Payer Distribution
Payer Initial Sub Discharged
Medicare 18.18 % 13.64 % 15.0 %
Medicaid 13.64 % 9.09 % 13.33 %
Private insurance 13.64 % 13.64 % 15.0 %
Self-pay 9.09 % 13.64 % 11.67 %
Other payer 13.64 % 18.18 % 13.33 %
Unknown payer 13.64 % 9.09 % 13.33 %
No charge 13.64 % 9.09 % 13.33 %
Source Distribution
Source Initial Sub Discharged
Another health facility including LTC 18.18 % 9.09 % 15.0 %
Emergency department 13.64 % 13.64 % 18.33 %
Unknown 13.64 % 18.18 % 15.0 %
Court/Law enforcement 13.64 % 18.18 % 15.0 %
Routine, birth, etc 13.64 % 18.18 % 16.67 %
Another hospital 18.18 % 18.18 % 16.67 %
Disposition Distribution
Disposition Initial Sub Discharged
Home Health Care 18.18 % 18.18 % 18.33 %
Transfer other SNF, ICF, etc. 27.27 % 27.27 % 25.0 %
Routine 50.0 % 40.91 % 55.0 %
Length of Stay Distribution
Discharged
Initial
Subsequent
Visits Mean LOS First quartile Median Third quartile
Discharged 8.34 days 3 days 6 days 11 days
Initial 8.36 days 3 days 6 days 11 days
Sub 7.64 days 3 days 5 days 9 days
Age Distribution
Discharged
Initial
Subsequent
Visits Mean Age First quartile Median Third quartile
Discharged 75.58 year 67 year 77 year 86 year
Initial 76.54 year 68 year 77 year 87 year
Sub 76.93 year 69 year 78 year 86 year
Procedure Distribution
Procedure Code Description Initial Sub Discharged
P3995 Hemodialysis 13.64 % 13.64 % 11.67 %
P3990 Insertion of non-drug-eluting peripheral (non-coronary) vessel stent(s) 9.09 % 0.0 % 11.67 %
P3893 Venous catheterization, not elsewhere classified 0.0 % 0.0 % 8.33 %
P3895 Venous catheterization for renal dialysis 0.0 % 0.0 % 5.0 %
P8851 Angiocardiography of venae cavae 0.0 % 0.0 % 3.33 %
P9904 Transfusion of packed cells 18.18 % 13.64 % 18.33 %
P8853 Angiocardiography of left heart structures 0.0 % 0.0 % 3.33 %
P8872 Diagnostic ultrasound of heart 0.0 % 0.0 % 3.33 %
P8856 Coronary arteriography using two catheters 0.0 % 0.0 % 3.33 %
P3929 Other (peripheral) vascular shunt or bypass 13.64 % 0.0 % 16.67 %
P3808 Incision of vessel, lower limb arteries 0.0 % 0.0 % 5.0 %
P3722 Left heart cardiac catheterization 0.0 % 0.0 % 3.33 %
P3949 Other revision of vascular procedure 9.09 % 0.0 % 11.67 %
P9910 Injection or infusion of thrombolytic agent 0.0 % 0.0 % 5.0 %
P8842 Contrast aortogram 13.64 % 0.0 % 13.33 %
P387 Interruption of the vena cava 18.18 % 0.0 % 18.33 %
P8848 Arteriography of femoral and other lower extremity arteries 18.18 % 0.0 % 20.0 %
P8849 Arteriography of other specified sites 0.0 % 0.0 % 3.33 %
P0046 Insertion of two vascular stents 0.0 % 0.0 % 5.0 %
P0045 Insertion of one vascular stent 0.0 % 0.0 % 8.33 %
P0040 Procedure on single vessel 22.73 % 0.0 % 21.67 %
P0041 Procedure on two vessels 9.09 % 0.0 % 10.0 %
P3818 Endarterectomy, lower limb arteries 9.09 % 0.0 % 8.33 %
P3950 Angioplasty or atherectomy of other non-coronary vessel(s) 31.82 % 0.0 % 31.67 %
DRG Distribution
DRG Code Description Initial Sub Discharged
DG553 DRG V24 : OTHER VASCULAR PROCEDURES W CC W MAJOR CV DX 100.0 % 0.0 % 100.0 %
Diagnosis Distribution
Diagnosis Code Description Initial Primary Sub Primary Discharged Primary Initial All Sub All Discharged All
D99662 Infection and inflammatory reaction due to other vascular device, implant, and graft 0.0% 0.0% 6.67% 0.0% 0.0% 3.33%
D2449 Unspecified acquired hypothyroidism 0.0% 0.0% 0.0% 0.0% 0.0% 3.33%
D4439 Peripheral vascular disease, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 3.33%
DV4581 Aortocoronary bypass status 0.0% 0.0% 0.0% 0.0% 0.0% 5.0%
DV4582 Percutaneous transluminal coronary angioplasty status 0.0% 0.0% 0.0% 0.0% 0.0% 3.33%
D40391 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage V or end stage renal disease 0.0% 0.0% 0.0% 0.0% 9.09% 6.67%
D40390 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage I through stage IV, or unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 5.0%
D496 Chronic airway obstruction, not elsewhere classified 0.0% 0.0% 0.0% 0.0% 0.0% 6.67%
D2859 Anemia, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 5.0%
DV1582 Personal history of tobacco use 0.0% 0.0% 0.0% 0.0% 0.0% 5.0%
D4019 Unspecified essential hypertension 0.0% 0.0% 0.0% 13.64% 18.18% 16.67%
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0.0% 0.0% 0.0% 9.09% 9.09% 8.33%
D3051 Tobacco use disorder 0.0% 0.0% 0.0% 0.0% 0.0% 5.0%
D41400 Coronary atherosclerosis of unspecified type of vessel, native or graft 0.0% 0.0% 0.0% 0.0% 0.0% 5.0%
D41401 Coronary atherosclerosis of native coronary artery 0.0% 0.0% 0.0% 13.64% 13.64% 13.33%
D5856 End stage renal disease 0.0% 0.0% 0.0% 0.0% 0.0% 5.0%
D44024 Atherosclerosis of native arteries of the extremities with gangrene 0.0% 0.0% 5.0% 0.0% 0.0% 3.33%
D44021 Atherosclerosis of native arteries of the extremities with intermittent claudication 0.0% 0.0% 8.33% 0.0% 0.0% 5.0%
D44023 Atherosclerosis of native arteries of the extremities with ulceration 0.0% 0.0% 3.33% 0.0% 0.0% 0.0%
D44022 Atherosclerosis of native arteries of the extremities with rest pain 0.0% 0.0% 3.33% 0.0% 0.0% 0.0%
DV5861 Long-term (current) use of anticoagulants 0.0% 0.0% 0.0% 0.0% 0.0% 3.33%
D99674 Other complications due to other vascular device, implant, and graft 0.0% 0.0% 6.67% 0.0% 0.0% 3.33%
D99673 Other complications due to renal dialysis device, implant, and graft 0.0% 0.0% 5.0% 0.0% 0.0% 3.33%
D2724 Other and unspecified hyperlipidemia 0.0% 0.0% 0.0% 0.0% 9.09% 10.0%
D4280 Congestive heart failure, unspecified 0.0% 0.0% 0.0% 22.73% 18.18% 23.33%
D2720 Pure hypercholesterolemia 0.0% 0.0% 0.0% 0.0% 0.0% 5.0%
D4254 Other primary cardiomyopathies 0.0% 0.0% 0.0% 0.0% 0.0% 3.33%
D25070 Diabetes with peripheral circulatory disorders, type II or unspecified type, not stated as uncontrolled 0.0% 0.0% 3.33% 0.0% 0.0% 0.0%
D42731 Atrial fibrillation 0.0% 0.0% 0.0% 9.09% 13.64% 10.0%
D44422 Arterial embolism and thrombosis of lower extremity 0.0% 0.0% 5.0% 0.0% 0.0% 3.33%
D5849 Acute kidney failure, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 3.33%
D412 Old myocardial infarction 0.0% 0.0% 0.0% 0.0% 0.0% 3.33%
D5990 Urinary tract infection, site not specified 0.0% 0.0% 0.0% 0.0% 0.0% 3.33%
D45342 Acute venous embolism and thrombosis of deep vessels of distal lower extremity 0.0% 0.0% 3.33% 0.0% 0.0% 0.0%
D45341 Acute venous embolism and thrombosis of deep vessels of proximal lower extremity 0.0% 0.0% 8.33% 0.0% 0.0% 5.0%
D41519 Other pulmonary embolism and infarction 0.0% 0.0% 0.0% 0.0% 0.0% 5.0%
External Causes Distribution
External Cause Code Description Initial Sub Discharged
EE8798 Other specified procedures as the cause of abnormal reaction of patient, or of later complication, without mention of misadventure at time of procedure 0.0 % 0.0 % 3.33 %
EE8490 Accident in home 0.0 % 0.0 % 6.67 %
EE8499 Accidents occurring in unspecified place 0.0 % 0.0 % 3.33 %
EE8782 Surgical operation with anastomosis, bypass, or graft, with natural or artificial tissues used as implant causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation 0.0 % 0.0 % 5.0 %
EE8497 Accidents occurring in residential institution 13.64 % 9.09 % 13.33 %