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
P0044 Procedure on vessel bifurcation 0.0 % 0.0 % 0.53 %
P0045 Insertion of one vascular stent 7.58 % 6.06 % 15.73 %
P0046 Insertion of two vascular stents 4.55 % 3.03 % 6.67 %
P9919 Injection of anticoagulant 0.0 % 0.0 % 1.33 %
P0040 Procedure on single vessel 12.12 % 10.61 % 22.13 %
P0041 Procedure on two vessels 4.55 % 0.0 % 5.33 %
P0042 Procedure on three vessels 0.0 % 0.0 % 1.07 %
P3607 Insertion of drug-eluting coronary artery stent(s) 10.61 % 9.09 % 22.67 %
P3606 Insertion of non-drug-eluting coronary artery stent(s) 4.55 % 0.0 % 5.6 %
P0024 Intravascular imaging of coronary vessels 0.0 % 0.0 % 1.33 %
P0048 Insertion of four or more vascular stents 0.0 % 0.0 % 0.8 %
P3761 Implant of pulsation balloon 0.0 % 0.0 % 1.07 %
P3722 Left heart cardiac catheterization 33.33 % 10.61 % 44.53 %
P3723 Combined right and left heart cardiac catheterization 3.03 % 0.0 % 2.93 %
P0047 Insertion of three vascular stents 0.0 % 0.0 % 2.13 %
P9905 Transfusion of platelets 0.0 % 0.0 % 0.8 %
P4516 Esophagogastroduodenoscopy [EGD] with closed biopsy 0.0 % 0.0 % 0.53 %
P8856_2 Coronary arteriography using two catheters 2nd 0.0 % 0.0 % 0.53 %
P3794 Implantation or replacement of automatic cardioverter/defibrillator, total system [AICD] 0.0 % 0.0 % 0.53 %
P0066_2 Percutaneous transluminal coronary angioplasty [PTCA] or coronary atherectomy 2nd 0.0 % 0.0 % 0.53 %
P8944 Other cardiovascular stress test 0.0 % 0.0 % 1.33 %
P9910 Injection or infusion of thrombolytic agent 0.0 % 0.0 % 1.07 %
P8847 Arteriography of other intra-abdominal arteries 0.0 % 0.0 % 0.8 %
P9955 Prophylactic administration of vaccine against other diseases 0.0 % 0.0 % 0.8 %
P3893 Venous catheterization, not elsewhere classified 0.0 % 4.55 % 1.6 %
P3995 Hemodialysis 3.03 % 3.03 % 1.33 %
P9604 Insertion of endotracheal tube 0.0 % 3.03 % 0.8 %
P9920 Injection or infusion of platelet inhibitor 7.58 % 0.0 % 10.4 %
P0066 Percutaneous transluminal coronary angioplasty [PTCA] or coronary atherectomy 16.67 % 12.12 % 28.0 %
P8741 Computerized axial tomography of thorax 0.0 % 0.0 % 0.53 %
P8842 Contrast aortogram 4.55 % 0.0 % 3.73 %
P3614 (Aorto)coronary bypass of four or more coronary arteries 0.0 % 0.0 % 1.07 %
P3615 Single internal mammary-coronary artery bypass 3.03 % 4.55 % 5.33 %
P9205 Cardiovascular and hematopoietic scan and radioisotope function study 0.0 % 0.0 % 1.07 %
P3611 (Aorto)coronary bypass of one coronary artery 0.0 % 0.0 % 0.53 %
P3612 (Aorto)coronary bypass of two coronary arteries 0.0 % 0.0 % 2.13 %
P3613 (Aorto)coronary bypass of three coronary arteries 0.0 % 0.0 % 1.87 %
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 0.0 % 3.03 % 0.8 %
P8848 Arteriography of femoral and other lower extremity arteries 0.0 % 0.0 % 4.27 %
P9390 Non-invasive mechanical ventilation 0.0 % 0.0 % 0.8 %
P9907 Transfusion of other serum 0.0 % 0.0 % 0.53 %
P9904 Transfusion of packed cells 9.09 % 12.12 % 6.4 %
P8872 Diagnostic ultrasound of heart 9.09 % 3.03 % 7.2 %
P8857 Other and unspecified coronary arteriography 0.0 % 0.0 % 1.07 %
P8856 Coronary arteriography using two catheters 36.36 % 15.15 % 49.33 %
P8855 Coronary arteriography using a single catheter 0.0 % 0.0 % 0.53 %
P8854 Combined right and left heart angiocardiography 0.0 % 0.0 % 1.07 %
P8853 Angiocardiography of left heart structures 28.79 % 7.58 % 38.67 %
P3963 Cardioplegia 0.0 % 0.0 % 0.53 %
P3961 Extracorporeal circulation auxiliary to open heart surgery 3.03 % 4.55 % 5.6 %
P9929 Injection or infusion of other therapeutic or prophylactic substance 0.0 % 0.0 % 0.53 %
DRG Distribution
DRG Code Description Initial Sub Discharged
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 %
DG127 DRG V24 : HEART FAILURE & SHOCK 0.0 % 9.09 % 0.0 %
DG110 DRG V24 : MAJOR CARDIOVASCULAR PROCEDURES W CC 0.0 % 0.0 % 0.53 %
DG122 DRG V24 : CIRCULATORY DISORDERS W AMI W/O MAJOR COMP, DISCHARGED ALIVE 22.73 % 0.0 % 20.53 %
DG104 DRG V24 : CARDIAC VALVE & OTHER MAJOR CARDIOTHORACIC PROC W CARDIAC CATH 0.0 % 0.0 % 0.53 %
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 %
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 %
DG558 DRG V24 : PERCUTANEOUS CARDIOVASCULAR PROC W DRUG-ELUTING STENT W/O MAJ CV DX 0.0 % 7.58 % 0.0 %
Diagnosis Distribution
Diagnosis Code Description Initial Primary Sub Primary Discharged Primary Initial All Sub All Discharged All
D56400 Constipation, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D99812 Hematoma complicating a procedure 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D73300 Osteoporosis, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 0.8%
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%
D4439 Peripheral vascular disease, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 1.33%
D4142 Chronic total occlusion of coronary artery 0.0% 0.0% 0.0% 0.0% 0.0% 1.87%
D4148 Other specified forms of chronic ischemic heart disease 0.0% 0.0% 0.0% 0.0% 4.55% 2.4%
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%
D4254 Other primary cardiomyopathies 0.0% 0.0% 0.0% 3.03% 0.0% 1.6%
D30000 Anxiety state, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
D49121 Obstructive chronic bronchitis with (acute) exacerbation 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D412 Old myocardial infarction 0.0% 0.0% 0.0% 3.03% 13.64% 4.27%
D28529 Anemia of other chronic disease 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D28521 Anemia in chronic kidney disease 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D496 Chronic airway obstruction, not elsewhere classified 0.0% 0.0% 0.0% 3.03% 6.06% 2.93%
D3659 Unspecified glaucoma 0.0% 0.0% 0.0% 0.0% 0.0% 0.8%
D49390 Asthma, unspecified type, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 1.33%
DV4501 Cardiac pacemaker in situ 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
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%
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%
DV173 Family history of ischemic heart disease 0.0% 0.0% 0.0% 0.0% 0.0% 3.73%
D3310 Alzheimer's disease 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D51881 Acute respiratory failure 0.0% 0.0% 0.0% 0.0% 0.0% 0.8%
D5939 Unspecified disorder of kidney and ureter 0.0% 0.0% 0.0% 0.0% 0.0% 1.6%
D79902 Hypoxemia 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D4111 Intermediate coronary syndrome 0.0% 0.0% 0.0% 0.0% 3.03% 0.0%
D5180 Pulmonary collapse 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
DV103 Personal history of malignant neoplasm of breast 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%
D2768 Hypopotassemia 0.0% 0.0% 0.0% 0.0% 0.0% 2.13%
D2948 Other persistent mental disorders due to conditions classified elsewhere 0.0% 0.0% 0.0% 0.0% 0.0% 1.33%
D2761 Hyposmolality and/or hyponatremia 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
D42789 Other specified cardiac dysrhythmias 0.0% 0.0% 0.0% 3.03% 0.0% 2.93%
D2767 Hyperpotassemia 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D5990 Urinary tract infection, site not specified 0.0% 0.0% 0.0% 0.0% 4.55% 2.4%
DV1582 Personal history of tobacco use 0.0% 0.0% 0.0% 6.06% 7.58% 7.2%
DV1581 Personal history of noncompliance with medical treatment, presenting hazards to health 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
D41400 Coronary atherosclerosis of unspecified type of vessel, native or graft 0.0% 0.0% 0.0% 3.03% 6.06% 2.13%
D41401 Coronary atherosclerosis of native coronary artery 0.0% 18.18% 0.0% 33.33% 34.85% 44.8%
D41402 Coronary atherosclerosis of autologous vein bypass graft 0.0% 0.0% 0.0% 0.0% 0.0% 2.13%
D2449 Unspecified acquired hypothyroidism 0.0% 0.0% 0.0% 4.55% 3.03% 4.53%
D2875 Thrombocytopenia, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D53081 Esophageal reflux 0.0% 0.0% 0.0% 0.0% 3.03% 4.53%
D4271 Paroxysmal ventricular tachycardia 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
D5859 Chronic kidney disease, unspecified 0.0% 0.0% 0.0% 3.03% 4.55% 2.67%
D5856 End stage renal disease 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D311 Depressive disorder, not elsewhere classified 0.0% 0.0% 0.0% 0.0% 0.0% 1.87%
D5853 Chronic kidney disease, Stage III (moderate) 0.0% 0.0% 0.0% 0.0% 0.0% 0.8%
DV1259 Personal history of other diseases of circulatory system 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
D4589 Hypotension, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 0.8%
DV1046 Personal history of malignant neoplasm of prostate 0.0% 0.0% 0.0% 0.0% 0.0% 0.8%
D99672 Other complications due to other cardiac device, implant, and graft 0.0% 0.0% 0.0% 0.0% 0.0% 0.8%
D32723 Obstructive sleep apnea (adult)(pediatric) 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%
D3051 Tobacco use disorder 0.0% 0.0% 0.0% 9.09% 4.55% 10.93%
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%
D4263 Other left bundle branch block 0.0% 0.0% 0.0% 0.0% 0.0% 0.8%
D4264 Right bundle branch block 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%
D2851 Acute posthemorrhagic anemia 0.0% 0.0% 0.0% 0.0% 0.0% 0.8%
D56210 Diverticulosis of colon (without mention of hemorrhage) 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D7140 Rheumatoid arthritis 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D2859 Anemia, unspecified 0.0% 0.0% 0.0% 6.06% 6.06% 3.73%
D79029 Other abnormal glucose 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
D4280 Congestive heart failure, unspecified 0.0% 7.58% 0.0% 13.64% 16.67% 10.13%
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%
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%
DV5866 Long-term (current) use of aspirin 0.0% 0.0% 0.0% 3.03% 4.55% 3.2%
DV5867 Long-term (current) use of insulin 0.0% 0.0% 0.0% 0.0% 0.0% 1.33%
DV5861 Long-term (current) use of anticoagulants 0.0% 0.0% 0.0% 0.0% 0.0% 0.8%
D40290 Unspecified hypertensive heart disease without heart failure 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
DV5863 Long-term (current) use of antiplatelet/antithrombotic 0.0% 0.0% 0.0% 0.0% 0.0% 0.8%
D4168 Other chronic pulmonary heart diseases 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
D486 Pneumonia, organism unspecified 0.0% 0.0% 0.0% 3.03% 3.03% 2.13%
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%
D2809 Iron deficiency anemia, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D4019 Unspecified essential hypertension 0.0% 0.0% 0.0% 30.3% 24.24% 35.47%
DV140 Personal history of allergy to penicillin 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%
D7802 Syncope and collapse 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D27800 Obesity, unspecified 0.0% 0.0% 0.0% 3.03% 0.0% 4.8%
D27801 Morbid obesity 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%
D2720 Pure hypercholesterolemia 0.0% 0.0% 0.0% 6.06% 4.55% 7.2%
D71590 Osteoarthrosis, unspecified whether generalized or localized, site unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 2.13%
D4240 Mitral valve disorders 0.0% 0.0% 0.0% 0.0% 0.0% 1.87%
D4241 Aortic valve disorders 0.0% 0.0% 0.0% 0.0% 0.0% 1.6%
D28860 Leukocytosis, 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%
External Causes Distribution
External Cause Code Description Initial Sub Discharged
EE8499 Accidents occurring in unspecified place 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 %
EE8490 Accident in home 3.03 % 4.55 % 2.13 %
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 %
EE8497 Accidents occurring in residential institution 4.55 % 4.55 % 4.53 %
EE8889 Unspecified fall 0.0 % 0.0 % 0.53 %
EE9342 Anticoagulants causing adverse effects in therapeutic use 0.0 % 0.0 % 0.53 %
EE9478 Other drugs and medicinal substances causing adverse effects in therapeutic use 0.0 % 0.0 % 0.53 %