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 660

Discharged

Denominator 3,750

Rehospitalization Rate

660 / 3,750 = 17.6 %

Index = Discharged + Died + Transferred

4910 (100%) = 3750 (76.4%) + 0 (0.0%) + 990 (20.2%)

Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset200

Rehospitalization during 50 days since discharge:

Mean ΔT: 25.22 days FQ: 6 days Median: 16 days TQ: 40 days

Rehospitalization during 50 weeks since discharge:

Mean ΔT: 3.19 weeks FQ: 0 weeks Median: 2 weeks TQ: 5 weeks
Sex Distribution
Sex Initial Sub Discharged
Male 60.61 % 60.61 % 63.73 %
Female 39.39 % 39.39 % 36.0 %
Race Distribution
Race Initial Sub Discharged
White 13.64 % 12.12 % 13.87 %
Black 13.64 % 10.61 % 14.67 %
Hispanic 15.15 % 13.64 % 13.87 %
Asian or Pacific Islander 13.64 % 15.15 % 14.4 %
Native American 13.64 % 15.15 % 14.93 %
Other 12.12 % 15.15 % 14.13 %
Race missing, unknown 13.64 % 13.64 % 13.33 %
Payer Distribution
Payer Initial Sub Discharged
Medicare 15.15 % 16.67 % 13.07 %
Medicaid 15.15 % 12.12 % 14.13 %
Private insurance 13.64 % 10.61 % 14.67 %
Self-pay 13.64 % 15.15 % 14.4 %
Other payer 13.64 % 15.15 % 14.13 %
Unknown payer 13.64 % 13.64 % 14.4 %
No charge 13.64 % 13.64 % 14.4 %
Source Distribution
Source Initial Sub Discharged
Another health facility including LTC 16.67 % 15.15 % 16.53 %
Emergency department 16.67 % 13.64 % 15.73 %
Unknown 19.7 % 16.67 % 17.07 %
Court/Law enforcement 16.67 % 16.67 % 16.8 %
Routine, birth, etc 15.15 % 16.67 % 16.27 %
Another hospital 13.64 % 18.18 % 17.07 %
Disposition Distribution
Disposition Initial Sub Discharged
Routine 62.12 % 60.61 % 77.07 %
Transfer to short-term hospital 7.58 % 3.03 % 0.0 %
Home Health Care 13.64 % 12.12 % 9.87 %
Died in hospital 0.0 % 6.06 % 0.0 %
Transfer other SNF, ICF, etc. 13.64 % 15.15 % 10.93 %
Against medical advice 0.0 % 0.0 % 1.33 %
Length of Stay Distribution
Discharged
Initial
Subsequent
Visits Mean LOS First quartile Median Third quartile
Discharged 4.29 days 2 days 3 days 5 days
Initial 5.15 days 2 days 4 days 6 days
Sub 4.58 days 1 days 3 days 6 days
Age Distribution
Discharged
Initial
Subsequent
Visits Mean Age First quartile Median Third quartile
Discharged 72.78 year 62 year 73 year 85 year
Initial 76.92 year 67 year 78 year 88 year
Sub 77.04 year 68 year 79 year 88 year
Procedure Distribution
Procedure Code Description Initial Sub Discharged
P8856 Coronary arteriography using two catheters 36.36 % 15.15 % 49.33 %
P3611 (Aorto)coronary bypass of one coronary artery 0.0 % 0.0 % 0.53 %
P3613 (Aorto)coronary bypass of three coronary arteries 0.0 % 0.0 % 1.87 %
P8855 Coronary arteriography using a single catheter 0.0 % 0.0 % 0.53 %
P3615 Single internal mammary-coronary artery bypass 3.03 % 4.55 % 5.33 %
P8853 Angiocardiography of left heart structures 28.79 % 7.58 % 38.67 %
P8857 Other and unspecified coronary arteriography 0.0 % 0.0 % 1.07 %
P9907 Transfusion of other serum 0.0 % 0.0 % 0.53 %
P8854 Combined right and left heart angiocardiography 0.0 % 0.0 % 1.07 %
P8872 Diagnostic ultrasound of heart 9.09 % 3.03 % 7.2 %
P4516 Esophagogastroduodenoscopy [EGD] with closed biopsy 0.0 % 0.0 % 0.53 %
P3612 (Aorto)coronary bypass of two coronary arteries 0.0 % 0.0 % 2.13 %
P0040 Procedure on single vessel 12.12 % 10.61 % 22.13 %
P3794 Implantation or replacement of automatic cardioverter/defibrillator, total system [AICD] 0.0 % 0.0 % 0.53 %
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 0.0 % 3.03 % 0.8 %
P3614 (Aorto)coronary bypass of four or more coronary arteries 0.0 % 0.0 % 1.07 %
P9919 Injection of anticoagulant 0.0 % 0.0 % 1.33 %
P9390 Non-invasive mechanical ventilation 0.0 % 0.0 % 0.8 %
P8741 Computerized axial tomography of thorax 0.0 % 0.0 % 0.53 %
P9910 Injection or infusion of thrombolytic agent 0.0 % 0.0 % 1.07 %
P8856_2 Coronary arteriography using two catheters 2nd 0.0 % 0.0 % 0.53 %
P8944 Other cardiovascular stress test 0.0 % 0.0 % 1.33 %
P9955 Prophylactic administration of vaccine against other diseases 0.0 % 0.0 % 0.8 %
P3761 Implant of pulsation balloon 0.0 % 0.0 % 1.07 %
P3606 Insertion of non-drug-eluting coronary artery stent(s) 4.55 % 0.0 % 5.6 %
P3607 Insertion of drug-eluting coronary artery stent(s) 10.61 % 9.09 % 22.67 %
P8848 Arteriography of femoral and other lower extremity arteries 0.0 % 0.0 % 4.27 %
P3723 Combined right and left heart cardiac catheterization 3.03 % 0.0 % 2.93 %
P3722 Left heart cardiac catheterization 33.33 % 10.61 % 44.53 %
P8842 Contrast aortogram 4.55 % 0.0 % 3.73 %
P9205 Cardiovascular and hematopoietic scan and radioisotope function study 0.0 % 0.0 % 1.07 %
P8847 Arteriography of other intra-abdominal arteries 0.0 % 0.0 % 0.8 %
P3963 Cardioplegia 0.0 % 0.0 % 0.53 %
P0048 Insertion of four or more vascular stents 0.0 % 0.0 % 0.8 %
P3961 Extracorporeal circulation auxiliary to open heart surgery 3.03 % 4.55 % 5.6 %
P0024 Intravascular imaging of coronary vessels 0.0 % 0.0 % 1.33 %
P0041 Procedure on two vessels 4.55 % 0.0 % 5.33 %
P0066 Percutaneous transluminal coronary angioplasty [PTCA] or coronary atherectomy 16.67 % 12.12 % 28.0 %
P0042 Procedure on three vessels 0.0 % 0.0 % 1.07 %
P0045 Insertion of one vascular stent 7.58 % 6.06 % 15.73 %
P0044 Procedure on vessel bifurcation 0.0 % 0.0 % 0.53 %
P0047 Insertion of three vascular stents 0.0 % 0.0 % 2.13 %
P0046 Insertion of two vascular stents 4.55 % 3.03 % 6.67 %
P9920 Injection or infusion of platelet inhibitor 7.58 % 0.0 % 10.4 %
P9604 Insertion of endotracheal tube 0.0 % 3.03 % 0.8 %
P9929 Injection or infusion of other therapeutic or prophylactic substance 0.0 % 0.0 % 0.53 %
P9905 Transfusion of platelets 0.0 % 0.0 % 0.8 %
P9904 Transfusion of packed cells 9.09 % 12.12 % 6.4 %
P0066_2 Percutaneous transluminal coronary angioplasty [PTCA] or coronary atherectomy 2nd 0.0 % 0.0 % 0.53 %
P3893 Venous catheterization, not elsewhere classified 0.0 % 4.55 % 1.6 %
P3995 Hemodialysis 3.03 % 3.03 % 1.33 %
DRG Distribution
DRG Code Description Initial Sub Discharged
DG127 DRG V24 : HEART FAILURE & SHOCK 0.0 % 9.09 % 0.0 %
DG558 DRG V24 : PERCUTANEOUS CARDIOVASCULAR PROC W DRUG-ELUTING STENT W/O MAJ CV DX 0.0 % 7.58 % 0.0 %
DG122 DRG V24 : CIRCULATORY DISORDERS W AMI W/O MAJOR COMP, DISCHARGED ALIVE 22.73 % 0.0 % 20.53 %
DG121 DRG V24 : CIRCULATORY DISORDERS W AMI & MAJOR COMP, DISCHARGED ALIVE 39.39 % 6.06 % 25.07 %
DG557 DRG V24 : PERCUTANEOUS CARDIOVASCULAR PROC W DRUG-ELUTING STENT W MAJOR CV DX 16.67 % 3.03 % 32.0 %
DG555 DRG V24 : PERCUTANEOUS CARDIOVASCULAR PROC W MAJOR CV DX 7.58 % 0.0 % 9.07 %
DG535 DRG V24 : CARDIAC DEFIB IMPLANT W CARDIAC CATH W AMI/HF/SHOCK 0.0 % 0.0 % 0.53 %
DG143 DRG V24 : CHEST PAIN 0.0 % 3.03 % 0.0 %
DG547 DRG V24 : CORONARY BYPASS W CARDIAC CATH W MAJOR CV DX 4.55 % 0.0 % 6.93 %
DG549 DRG V24 : CORONARY BYPASS W/O CARDIAC CATH W MAJOR CV DX 0.0 % 0.0 % 1.07 %
DG110 DRG V24 : MAJOR CARDIOVASCULAR PROCEDURES W CC 0.0 % 0.0 % 0.53 %
DG104 DRG V24 : CARDIAC VALVE & OTHER MAJOR CARDIOTHORACIC PROC W CARDIAC CATH 0.0 % 0.0 % 0.53 %
Diagnosis Distribution
Diagnosis Code Description Initial Primary Sub Primary Discharged Primary Initial All Sub All Discharged All
DV1254 Personal history of transient ischemic attack (TIA), and cerebral infarction without residual deficits 0.0% 0.0% 0.0% 0.0% 0.0% 0.8%
D496 Chronic airway obstruction, not elsewhere classified 0.0% 0.0% 0.0% 3.03% 6.06% 2.93%
DV1259 Personal history of other diseases of circulatory system 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
D71590 Osteoarthrosis, unspecified whether generalized or localized, site unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 2.13%
D4241 Aortic valve disorders 0.0% 0.0% 0.0% 0.0% 0.0% 1.6%
D4240 Mitral valve disorders 0.0% 0.0% 0.0% 0.0% 0.0% 1.87%
D73300 Osteoporosis, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 0.8%
D412 Old myocardial infarction 0.0% 0.0% 0.0% 3.03% 13.64% 4.27%
D79029 Other abnormal glucose 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
D40390 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage I through stage IV, or unspecified 0.0% 0.0% 0.0% 4.55% 6.06% 2.67%
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% 0.0% 1.33%
D4019 Unspecified essential hypertension 0.0% 0.0% 0.0% 30.3% 24.24% 35.47%
D4254 Other primary cardiomyopathies 0.0% 0.0% 0.0% 3.03% 0.0% 1.6%
D56400 Constipation, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
DV4581 Aortocoronary bypass status 0.0% 0.0% 0.0% 3.03% 9.09% 2.93%
DV4582 Percutaneous transluminal coronary angioplasty status 0.0% 0.0% 0.0% 3.03% 12.12% 5.6%
DV140 Personal history of allergy to penicillin 0.0% 0.0% 0.0% 0.0% 0.0% 0.8%
D30000 Anxiety state, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
DV4501 Cardiac pacemaker in situ 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
D4439 Peripheral vascular disease, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 1.33%
D51881 Acute respiratory failure 0.0% 0.0% 0.0% 0.0% 0.0% 0.8%
D3051 Tobacco use disorder 0.0% 0.0% 0.0% 9.09% 4.55% 10.93%
D7802 Syncope and collapse 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D60000 Hypertrophy (benign) of prostate without urinary obstruction and other lower urinary tract symptom (LUTS) 0.0% 0.0% 0.0% 0.0% 0.0% 2.13%
D41400 Coronary atherosclerosis of unspecified type of vessel, native or graft 0.0% 0.0% 0.0% 3.03% 6.06% 2.13%
D41402 Coronary atherosclerosis of autologous vein bypass graft 0.0% 0.0% 0.0% 0.0% 0.0% 2.13%
D4589 Hypotension, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 0.8%
D27651 Dehydration 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
DV173 Family history of ischemic heart disease 0.0% 0.0% 0.0% 0.0% 0.0% 3.73%
D99812 Hematoma complicating a procedure 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D5849 Acute kidney failure, unspecified 0.0% 0.0% 0.0% 3.03% 4.55% 2.13%
D49390 Asthma, unspecified type, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 1.33%
D2809 Iron deficiency anemia, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D2767 Hyperpotassemia 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D486 Pneumonia, organism unspecified 0.0% 0.0% 0.0% 3.03% 3.03% 2.13%
D2761 Hyposmolality and/or hyponatremia 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
D4168 Other chronic pulmonary heart diseases 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
D2768 Hypopotassemia 0.0% 0.0% 0.0% 0.0% 0.0% 2.13%
D5939 Unspecified disorder of kidney and ureter 0.0% 0.0% 0.0% 0.0% 0.0% 1.6%
D25040 Diabetes with renal manifestations, type II or unspecified type, not stated as uncontrolled 0.0% 0.0% 0.0% 0.0% 0.0% 0.8%
D2875 Thrombocytopenia, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D4280 Congestive heart failure, unspecified 0.0% 7.58% 0.0% 13.64% 16.67% 10.13%
DV1046 Personal history of malignant neoplasm of prostate 0.0% 0.0% 0.0% 0.0% 0.0% 0.8%
D27800 Obesity, unspecified 0.0% 0.0% 0.0% 3.03% 0.0% 4.8%
D2449 Unspecified acquired hypothyroidism 0.0% 0.0% 0.0% 4.55% 3.03% 4.53%
D7140 Rheumatoid arthritis 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D49121 Obstructive chronic bronchitis with (acute) exacerbation 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D56210 Diverticulosis of colon (without mention of hemorrhage) 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
DV1582 Personal history of tobacco use 0.0% 0.0% 0.0% 6.06% 7.58% 7.2%
D32723 Obstructive sleep apnea (adult)(pediatric) 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
DV1581 Personal history of noncompliance with medical treatment, presenting hazards to health 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
DV5861 Long-term (current) use of anticoagulants 0.0% 0.0% 0.0% 0.0% 0.0% 0.8%
DV5863 Long-term (current) use of antiplatelet/antithrombotic 0.0% 0.0% 0.0% 0.0% 0.0% 0.8%
D4111 Intermediate coronary syndrome 0.0% 0.0% 0.0% 0.0% 3.03% 0.0%
DV5866 Long-term (current) use of aspirin 0.0% 0.0% 0.0% 3.03% 4.55% 3.2%
D5180 Pulmonary collapse 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D2749 Gout, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
D5990 Urinary tract infection, site not specified 0.0% 0.0% 0.0% 0.0% 4.55% 2.4%
DV103 Personal history of malignant neoplasm of breast 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D79902 Hypoxemia 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D5859 Chronic kidney disease, unspecified 0.0% 0.0% 0.0% 3.03% 4.55% 2.67%
D2859 Anemia, unspecified 0.0% 0.0% 0.0% 6.06% 6.06% 3.73%
D28860 Leukocytosis, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 0.8%
D2851 Acute posthemorrhagic anemia 0.0% 0.0% 0.0% 0.0% 0.0% 0.8%
D5853 Chronic kidney disease, Stage III (moderate) 0.0% 0.0% 0.0% 0.0% 0.0% 0.8%
D5856 End stage renal disease 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D4264 Right bundle branch block 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D4263 Other left bundle branch block 0.0% 0.0% 0.0% 0.0% 0.0% 0.8%
D41401 Coronary atherosclerosis of native coronary artery 0.0% 18.18% 0.0% 33.33% 34.85% 44.8%
D42789 Other specified cardiac dysrhythmias 0.0% 0.0% 0.0% 3.03% 0.0% 2.93%
D53081 Esophageal reflux 0.0% 0.0% 0.0% 0.0% 3.03% 4.53%
D3659 Unspecified glaucoma 0.0% 0.0% 0.0% 0.0% 0.0% 0.8%
D41071 Subendocardial infarction, initial episode of care 100.0% 10.61% 100.0% 90.91% 9.09% 92.53%
D41072 Subendocardial infarction, subsequent episode of care 0.0% 0.0% 0.0% 0.0% 12.12% 0.0%
D28521 Anemia in chronic kidney disease 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
DV5867 Long-term (current) use of insulin 0.0% 0.0% 0.0% 0.0% 0.0% 1.33%
D28529 Anemia of other chronic disease 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D3310 Alzheimer's disease 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D2948 Other persistent mental disorders due to conditions classified elsewhere 0.0% 0.0% 0.0% 0.0% 0.0% 1.33%
D40290 Unspecified hypertensive heart disease without heart failure 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
D2720 Pure hypercholesterolemia 0.0% 0.0% 0.0% 6.06% 4.55% 7.2%
D4271 Paroxysmal ventricular tachycardia 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
D2724 Other and unspecified hyperlipidemia 0.0% 0.0% 0.0% 19.7% 24.24% 28.27%
D27801 Morbid obesity 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
D25002 Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0.0% 0.0% 0.0% 13.64% 12.12% 13.07%
D99672 Other complications due to other cardiac device, implant, and graft 0.0% 0.0% 0.0% 0.0% 0.0% 0.8%
D42732 Atrial flutter 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D42731 Atrial fibrillation 0.0% 0.0% 0.0% 7.58% 7.58% 6.67%
D4148 Other specified forms of chronic ischemic heart disease 0.0% 0.0% 0.0% 0.0% 4.55% 2.4%
D311 Depressive disorder, not elsewhere classified 0.0% 0.0% 0.0% 0.0% 0.0% 1.87%
D4142 Chronic total occlusion of coronary artery 0.0% 0.0% 0.0% 0.0% 0.0% 1.87%
External Causes Distribution
External Cause Code Description Initial Sub Discharged
EE9478 Other drugs and medicinal substances causing adverse effects in therapeutic use 0.0 % 0.0 % 0.53 %
EE8889 Unspecified fall 0.0 % 0.0 % 0.53 %
EE8790 Cardiac catheterization as the cause of abnormal reaction of patient, or of later complication, without mention of misadventure at time of procedure 0.0 % 0.0 % 0.8 %
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 % 0.53 %
EE8499 Accidents occurring in unspecified place 0.0 % 0.0 % 0.53 %
EE8490 Accident in home 3.03 % 4.55 % 2.13 %
EE8497 Accidents occurring in residential institution 4.55 % 4.55 % 4.53 %
EE9342 Anticoagulants causing adverse effects in therapeutic use 0.0 % 0.0 % 0.53 %