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
P8857 Other and unspecified coronary arteriography 0.0 % 0.0 % 1.07 %
P8847 Arteriography of other intra-abdominal arteries 0.0 % 0.0 % 0.8 %
P9919 Injection of anticoagulant 0.0 % 0.0 % 1.33 %
P8842 Contrast aortogram 4.55 % 0.0 % 3.73 %
P9205 Cardiovascular and hematopoietic scan and radioisotope function study 0.0 % 0.0 % 1.07 %
P8848 Arteriography of femoral and other lower extremity arteries 0.0 % 0.0 % 4.27 %
P9910 Injection or infusion of thrombolytic agent 0.0 % 0.0 % 1.07 %
P8944 Other cardiovascular stress test 0.0 % 0.0 % 1.33 %
P8854 Combined right and left heart angiocardiography 0.0 % 0.0 % 1.07 %
P3761 Implant of pulsation balloon 0.0 % 0.0 % 1.07 %
P0044 Procedure on vessel bifurcation 0.0 % 0.0 % 0.53 %
P3614 (Aorto)coronary bypass of four or more coronary arteries 0.0 % 0.0 % 1.07 %
P8856_2 Coronary arteriography using two catheters 2nd 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 %
P0047 Insertion of three vascular stents 0.0 % 0.0 % 2.13 %
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 %
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 %
P0048 Insertion of four or more vascular stents 0.0 % 0.0 % 0.8 %
P3615 Single internal mammary-coronary artery bypass 3.03 % 4.55 % 5.33 %
P3995 Hemodialysis 3.03 % 3.03 % 1.33 %
P0024 Intravascular imaging of coronary vessels 0.0 % 0.0 % 1.33 %
P0066 Percutaneous transluminal coronary angioplasty [PTCA] or coronary atherectomy 16.67 % 12.12 % 28.0 %
P9955 Prophylactic administration of vaccine against other diseases 0.0 % 0.0 % 0.8 %
P4516 Esophagogastroduodenoscopy [EGD] with closed biopsy 0.0 % 0.0 % 0.53 %
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 %
P8872 Diagnostic ultrasound of heart 9.09 % 3.03 % 7.2 %
P8853 Angiocardiography of left heart structures 28.79 % 7.58 % 38.67 %
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 %
P9905 Transfusion of platelets 0.0 % 0.0 % 0.8 %
P8741 Computerized axial tomography of thorax 0.0 % 0.0 % 0.53 %
P9929 Injection or infusion of other therapeutic or prophylactic substance 0.0 % 0.0 % 0.53 %
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 %
P0066_2 Percutaneous transluminal coronary angioplasty [PTCA] or coronary atherectomy 2nd 0.0 % 0.0 % 0.53 %
P9604 Insertion of endotracheal tube 0.0 % 3.03 % 0.8 %
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 %
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 %
P9920 Injection or infusion of platelet inhibitor 7.58 % 0.0 % 10.4 %
P3893 Venous catheterization, not elsewhere classified 0.0 % 4.55 % 1.6 %
P3963 Cardioplegia 0.0 % 0.0 % 0.53 %
P3961 Extracorporeal circulation auxiliary to open heart surgery 3.03 % 4.55 % 5.6 %
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 %
DG127 DRG V24 : HEART FAILURE & SHOCK 0.0 % 9.09 % 0.0 %
DG143 DRG V24 : CHEST PAIN 0.0 % 3.03 % 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 %
DG104 DRG V24 : CARDIAC VALVE & OTHER MAJOR CARDIOTHORACIC PROC W CARDIAC CATH 0.0 % 0.0 % 0.53 %
DG110 DRG V24 : MAJOR CARDIOVASCULAR PROCEDURES W CC 0.0 % 0.0 % 0.53 %
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
DV4501 Cardiac pacemaker in situ 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
D53081 Esophageal reflux 0.0% 0.0% 0.0% 0.0% 3.03% 4.53%
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%
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%
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%
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%
D4148 Other specified forms of chronic ischemic heart disease 0.0% 0.0% 0.0% 0.0% 4.55% 2.4%
D5849 Acute kidney failure, unspecified 0.0% 0.0% 0.0% 3.03% 4.55% 2.13%
DV4582 Percutaneous transluminal coronary angioplasty status 0.0% 0.0% 0.0% 3.03% 12.12% 5.6%
DV4581 Aortocoronary bypass status 0.0% 0.0% 0.0% 3.03% 9.09% 2.93%
D4142 Chronic total occlusion of coronary artery 0.0% 0.0% 0.0% 0.0% 0.0% 1.87%
D3051 Tobacco use disorder 0.0% 0.0% 0.0% 9.09% 4.55% 10.93%
D28860 Leukocytosis, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 0.8%
D73300 Osteoporosis, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 0.8%
D5990 Urinary tract infection, site not specified 0.0% 0.0% 0.0% 0.0% 4.55% 2.4%
D42731 Atrial fibrillation 0.0% 0.0% 0.0% 7.58% 7.58% 6.67%
D42732 Atrial flutter 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%
D4019 Unspecified essential hypertension 0.0% 0.0% 0.0% 30.3% 24.24% 35.47%
D5859 Chronic kidney disease, unspecified 0.0% 0.0% 0.0% 3.03% 4.55% 2.67%
D2449 Unspecified acquired hypothyroidism 0.0% 0.0% 0.0% 4.55% 3.03% 4.53%
D5856 End stage renal disease 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D99672 Other complications due to other cardiac device, implant, and graft 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%
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%
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%
D49390 Asthma, unspecified type, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 1.33%
D32723 Obstructive sleep apnea (adult)(pediatric) 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D40290 Unspecified hypertensive heart disease without heart failure 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
D5180 Pulmonary collapse 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D4168 Other chronic pulmonary heart diseases 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
D7802 Syncope and collapse 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D3659 Unspecified glaucoma 0.0% 0.0% 0.0% 0.0% 0.0% 0.8%
D2749 Gout, unspecified 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%
D2851 Acute posthemorrhagic anemia 0.0% 0.0% 0.0% 0.0% 0.0% 0.8%
D41402 Coronary atherosclerosis of autologous vein bypass graft 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%
D41401 Coronary atherosclerosis of native coronary artery 0.0% 18.18% 0.0% 33.33% 34.85% 44.8%
D2859 Anemia, unspecified 0.0% 0.0% 0.0% 6.06% 6.06% 3.73%
D4271 Paroxysmal ventricular tachycardia 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
D99812 Hematoma complicating a procedure 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%
D5939 Unspecified disorder of kidney and ureter 0.0% 0.0% 0.0% 0.0% 0.0% 1.6%
D56400 Constipation, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D2809 Iron deficiency anemia, unspecified 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%
DV173 Family history of ischemic heart disease 0.0% 0.0% 0.0% 0.0% 0.0% 3.73%
D2761 Hyposmolality and/or hyponatremia 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
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%
D4439 Peripheral vascular disease, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 1.33%
D2768 Hypopotassemia 0.0% 0.0% 0.0% 0.0% 0.0% 2.13%
D7140 Rheumatoid arthritis 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
DV1259 Personal history of other diseases of circulatory system 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
DV1581 Personal history of noncompliance with medical treatment, presenting hazards to health 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
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%
D2875 Thrombocytopenia, unspecified 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%
DV103 Personal history of malignant neoplasm of breast 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%
D49121 Obstructive chronic bronchitis with (acute) exacerbation 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%
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%
DV5863 Long-term (current) use of antiplatelet/antithrombotic 0.0% 0.0% 0.0% 0.0% 0.0% 0.8%
DV5861 Long-term (current) use of anticoagulants 0.0% 0.0% 0.0% 0.0% 0.0% 0.8%
D4589 Hypotension, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 0.8%
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%
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%
D412 Old myocardial infarction 0.0% 0.0% 0.0% 3.03% 13.64% 4.27%
D4254 Other primary cardiomyopathies 0.0% 0.0% 0.0% 3.03% 0.0% 1.6%
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%
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%
D28529 Anemia of other chronic disease 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%
D71590 Osteoarthrosis, unspecified whether generalized or localized, site unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 2.13%
D27651 Dehydration 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
D79029 Other abnormal glucose 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
D311 Depressive disorder, not elsewhere classified 0.0% 0.0% 0.0% 0.0% 0.0% 1.87%
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%
DV1046 Personal history of malignant neoplasm of prostate 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%
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%
External Causes Distribution
External Cause Code Description Initial Sub Discharged
EE8499 Accidents occurring in unspecified place 0.0 % 0.0 % 0.53 %
EE8490 Accident in home 3.03 % 4.55 % 2.13 %
EE8889 Unspecified fall 0.0 % 0.0 % 0.53 %
EE8497 Accidents occurring in residential institution 4.55 % 4.55 % 4.53 %
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 %
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 %
EE9478 Other drugs and medicinal substances causing adverse effects in therapeutic use 0.0 % 0.0 % 0.53 %
EE9342 Anticoagulants causing adverse effects in therapeutic use 0.0 % 0.0 % 0.53 %