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 370

Discharged

Denominator 3,750

Rehospitalization Rate

370 / 3,750 = 9.9 %

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: 25.81 days FQ: 0 days Median: 0 days TQ: 13 days

Rehospitalization during 50 weeks since discharge:

Mean ΔT: 3.55 weeks FQ: 0 weeks Median: 0 weeks TQ: 1 weeks
Sex Distribution
Sex Initial Sub Discharged
Male 78.38 % 78.38 % 63.73 %
Female 21.62 % 21.62 % 36.0 %
Race Distribution
Race Initial Sub Discharged
White 13.51 % 10.81 % 13.87 %
Black 16.22 % 10.81 % 14.67 %
Hispanic 10.81 % 10.81 % 13.87 %
Asian or Pacific Islander 10.81 % 16.22 % 14.4 %
Native American 16.22 % 13.51 % 14.93 %
Other 10.81 % 13.51 % 14.13 %
Race missing, unknown 13.51 % 16.22 % 13.33 %
Payer Distribution
Payer Initial Sub Discharged
Medicare 16.22 % 13.51 % 13.07 %
Medicaid 13.51 % 13.51 % 14.13 %
Private insurance 13.51 % 10.81 % 14.67 %
Self-pay 13.51 % 13.51 % 14.4 %
Other payer 10.81 % 13.51 % 14.13 %
Unknown payer 13.51 % 16.22 % 14.4 %
No charge 10.81 % 16.22 % 14.4 %
Source Distribution
Source Initial Sub Discharged
Another health facility including LTC 16.22 % 18.92 % 16.53 %
Emergency department 16.22 % 16.22 % 15.73 %
Unknown 16.22 % 16.22 % 17.07 %
Court/Law enforcement 16.22 % 18.92 % 16.8 %
Routine, birth, etc 16.22 % 10.81 % 16.27 %
Another hospital 13.51 % 16.22 % 17.07 %
Disposition Distribution
Disposition Initial Sub Discharged
Transfer to short-term hospital 67.57 % 0.0 % 0.0 %
Home Health Care 0.0 % 0.0 % 9.87 %
Transfer other SNF, ICF, etc. 0.0 % 0.0 % 10.93 %
Against medical advice 0.0 % 0.0 % 1.33 %
Routine 29.73 % 94.59 % 77.07 %
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 2.15 days 1 days 2 days 3 days
Sub 2.33 days 1 days 1 days 3 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 68.84 year 60 year 68 year 77 year
Sub 68.61 year 60 year 68 year 78 year
Procedure Distribution
Procedure Code Description Initial Sub Discharged
P8741 Computerized axial tomography of thorax 0.0 % 0.0 % 0.53 %
P8872 Diagnostic ultrasound of heart 10.81 % 0.0 % 7.2 %
P9919 Injection of anticoagulant 0.0 % 0.0 % 1.33 %
P0066_2 Percutaneous transluminal coronary angioplasty [PTCA] or coronary atherectomy 2nd 0.0 % 0.0 % 0.53 %
P9604 Insertion of endotracheal tube 0.0 % 0.0 % 0.8 %
P3794 Implantation or replacement of automatic cardioverter/defibrillator, total system [AICD] 0.0 % 0.0 % 0.53 %
P9955 Prophylactic administration of vaccine against other diseases 0.0 % 0.0 % 0.8 %
P0046 Insertion of two vascular stents 0.0 % 18.92 % 6.67 %
P0047 Insertion of three vascular stents 0.0 % 8.11 % 2.13 %
P0044 Procedure on vessel bifurcation 0.0 % 0.0 % 0.53 %
P0045 Insertion of one vascular stent 5.41 % 35.14 % 15.73 %
P0042 Procedure on three vessels 0.0 % 0.0 % 1.07 %
P0040 Procedure on single vessel 8.11 % 51.35 % 22.13 %
P0041 Procedure on two vessels 0.0 % 16.22 % 5.33 %
P4516 Esophagogastroduodenoscopy [EGD] with closed biopsy 0.0 % 0.0 % 0.53 %
P9205 Cardiovascular and hematopoietic scan and radioisotope function study 0.0 % 0.0 % 1.07 %
P3961 Extracorporeal circulation auxiliary to open heart surgery 0.0 % 0.0 % 5.6 %
P3963 Cardioplegia 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 %
P8853 Angiocardiography of left heart structures 29.73 % 27.03 % 38.67 %
P3611 (Aorto)coronary bypass of one coronary artery 0.0 % 0.0 % 0.53 %
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 %
P8857 Other and unspecified coronary arteriography 0.0 % 0.0 % 1.07 %
P8856 Coronary arteriography using two catheters 32.43 % 51.35 % 49.33 %
P3607 Insertion of drug-eluting coronary artery stent(s) 10.81 % 56.76 % 22.67 %
P3606 Insertion of non-drug-eluting coronary artery stent(s) 0.0 % 13.51 % 5.6 %
P9920 Injection or infusion of platelet inhibitor 13.51 % 16.22 % 10.4 %
P3614 (Aorto)coronary bypass of four or more coronary arteries 0.0 % 0.0 % 1.07 %
P9904 Transfusion of packed cells 0.0 % 0.0 % 6.4 %
P9905 Transfusion of platelets 0.0 % 0.0 % 0.8 %
P9907 Transfusion of other serum 0.0 % 0.0 % 0.53 %
P9929 Injection or infusion of other therapeutic or prophylactic substance 0.0 % 0.0 % 0.53 %
P8944 Other cardiovascular stress test 0.0 % 0.0 % 1.33 %
P9390 Non-invasive mechanical ventilation 0.0 % 0.0 % 0.8 %
P9910 Injection or infusion of thrombolytic agent 0.0 % 0.0 % 1.07 %
P3995 Hemodialysis 0.0 % 0.0 % 1.33 %
P0066 Percutaneous transluminal coronary angioplasty [PTCA] or coronary atherectomy 10.81 % 100.0 % 28.0 %
P3893 Venous catheterization, not elsewhere classified 0.0 % 0.0 % 1.6 %
P3615 Single internal mammary-coronary artery bypass 0.0 % 0.0 % 5.33 %
P0024 Intravascular imaging of coronary vessels 0.0 % 0.0 % 1.33 %
P8856_2 Coronary arteriography using two catheters 2nd 0.0 % 0.0 % 0.53 %
P3722 Left heart cardiac catheterization 32.43 % 40.54 % 44.53 %
P3723 Combined right and left heart cardiac catheterization 0.0 % 0.0 % 2.93 %
P8848 Arteriography of femoral and other lower extremity arteries 0.0 % 0.0 % 4.27 %
P8847 Arteriography of other intra-abdominal arteries 0.0 % 0.0 % 0.8 %
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 %
P8842 Contrast aortogram 5.41 % 0.0 % 3.73 %
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 0.0 % 0.0 % 0.8 %
DRG Distribution
DRG Code Description Initial Sub Discharged
DG555 DRG V24 : PERCUTANEOUS CARDIOVASCULAR PROC W MAJOR CV DX 0.0 % 16.22 % 9.07 %
DG535 DRG V24 : CARDIAC DEFIB IMPLANT W CARDIAC CATH W AMI/HF/SHOCK 0.0 % 0.0 % 0.53 %
DG557 DRG V24 : PERCUTANEOUS CARDIOVASCULAR PROC W DRUG-ELUTING STENT W MAJOR CV DX 13.51 % 59.46 % 32.0 %
DG558 DRG V24 : PERCUTANEOUS CARDIOVASCULAR PROC W DRUG-ELUTING STENT W/O MAJ CV DX 0.0 % 16.22 % 0.0 %
DG110 DRG V24 : MAJOR CARDIOVASCULAR PROCEDURES W CC 0.0 % 0.0 % 0.53 %
DG549 DRG V24 : CORONARY BYPASS W/O CARDIAC CATH W MAJOR CV DX 0.0 % 0.0 % 1.07 %
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 21.62 % 0.0 % 25.07 %
DG122 DRG V24 : CIRCULATORY DISORDERS W AMI W/O MAJOR COMP, DISCHARGED ALIVE 56.76 % 0.0 % 20.53 %
DG547 DRG V24 : CORONARY BYPASS W CARDIAC CATH W MAJOR CV DX 0.0 % 0.0 % 6.93 %
Diagnosis Distribution
Diagnosis Code Description Initial Primary Sub Primary Discharged Primary Initial All Sub All Discharged All
DV140 Personal history of allergy to penicillin 0.0% 0.0% 0.0% 0.0% 0.0% 0.8%
DV4501 Cardiac pacemaker in situ 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
D2749 Gout, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
D79902 Hypoxemia 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%
D53081 Esophageal reflux 0.0% 0.0% 0.0% 5.41% 0.0% 4.53%
DV4581 Aortocoronary bypass status 0.0% 0.0% 0.0% 0.0% 0.0% 2.93%
D2859 Anemia, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 3.73%
D2851 Acute posthemorrhagic anemia 0.0% 0.0% 0.0% 0.0% 0.0% 0.8%
D42789 Other specified cardiac dysrhythmias 0.0% 0.0% 0.0% 0.0% 0.0% 2.93%
D5939 Unspecified disorder of kidney and ureter 0.0% 0.0% 0.0% 0.0% 0.0% 1.6%
D3310 Alzheimer's disease 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D4280 Congestive heart failure, unspecified 0.0% 0.0% 0.0% 5.41% 0.0% 10.13%
DV1582 Personal history of tobacco use 0.0% 0.0% 0.0% 10.81% 5.41% 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%
D99812 Hematoma complicating a procedure 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%
D2724 Other and unspecified hyperlipidemia 0.0% 0.0% 0.0% 32.43% 40.54% 28.27%
D2720 Pure hypercholesterolemia 0.0% 0.0% 0.0% 5.41% 8.11% 7.2%
D32723 Obstructive sleep apnea (adult)(pediatric) 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%
D2809 Iron deficiency anemia, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D79029 Other abnormal glucose 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
D4148 Other specified forms of chronic ischemic heart disease 0.0% 0.0% 0.0% 0.0% 0.0% 2.4%
D4271 Paroxysmal ventricular tachycardia 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
D4142 Chronic total occlusion of coronary artery 0.0% 0.0% 0.0% 0.0% 0.0% 1.87%
D7802 Syncope and collapse 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% 0.0% 2.4%
DV173 Family history of ischemic heart disease 0.0% 0.0% 0.0% 8.11% 5.41% 3.73%
D4019 Unspecified essential hypertension 0.0% 0.0% 0.0% 40.54% 48.65% 35.47%
D2449 Unspecified acquired hypothyroidism 0.0% 0.0% 0.0% 0.0% 0.0% 4.53%
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% 13.51% 16.22% 13.07%
DV1046 Personal history of malignant neoplasm of prostate 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%
D5853 Chronic kidney disease, Stage III (moderate) 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%
D42732 Atrial flutter 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D42731 Atrial fibrillation 0.0% 0.0% 0.0% 0.0% 0.0% 6.67%
D28860 Leukocytosis, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 0.8%
D5859 Chronic kidney disease, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 2.67%
D4264 Right bundle branch block 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D56400 Constipation, unspecified 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%
D2948 Other persistent mental disorders due to conditions classified elsewhere 0.0% 0.0% 0.0% 0.0% 0.0% 1.33%
D4254 Other primary cardiomyopathies 0.0% 0.0% 0.0% 0.0% 0.0% 1.6%
D56210 Diverticulosis of colon (without mention of hemorrhage) 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%
D27651 Dehydration 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%
D71590 Osteoarthrosis, unspecified whether generalized or localized, site unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 2.13%
DV1259 Personal history of other diseases of circulatory system 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
D3659 Unspecified glaucoma 0.0% 0.0% 0.0% 0.0% 0.0% 0.8%
DV103 Personal history of malignant neoplasm of breast 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
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%
D51881 Acute respiratory failure 0.0% 0.0% 0.0% 0.0% 0.0% 0.8%
D4241 Aortic valve disorders 0.0% 0.0% 0.0% 0.0% 0.0% 1.6%
DV5866 Long-term (current) use of aspirin 0.0% 0.0% 0.0% 5.41% 0.0% 3.2%
DV5867 Long-term (current) use of insulin 0.0% 0.0% 0.0% 0.0% 0.0% 1.33%
D3051 Tobacco use disorder 0.0% 0.0% 0.0% 18.92% 13.51% 10.93%
D73300 Osteoporosis, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 0.8%
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% 0.0% 0.0% 2.67%
D99672 Other complications due to other cardiac device, implant, and graft 0.0% 0.0% 0.0% 0.0% 0.0% 0.8%
D27800 Obesity, unspecified 0.0% 0.0% 0.0% 8.11% 0.0% 4.8%
D27801 Morbid obesity 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%
D4240 Mitral valve disorders 0.0% 0.0% 0.0% 0.0% 0.0% 1.87%
D30000 Anxiety state, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
D7140 Rheumatoid arthritis 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D412 Old myocardial infarction 0.0% 0.0% 0.0% 5.41% 8.11% 4.27%
D41400 Coronary atherosclerosis of unspecified type of vessel, native or graft 0.0% 0.0% 0.0% 0.0% 0.0% 2.13%
D41401 Coronary atherosclerosis of native coronary artery 0.0% 24.32% 0.0% 29.73% 70.27% 44.8%
D41402 Coronary atherosclerosis of autologous vein bypass graft 0.0% 0.0% 0.0% 0.0% 0.0% 2.13%
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%
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%
D2768 Hypopotassemia 0.0% 0.0% 0.0% 0.0% 0.0% 2.13%
D496 Chronic airway obstruction, not elsewhere classified 0.0% 0.0% 0.0% 0.0% 0.0% 2.93%
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%
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%
D41071 Subendocardial infarction, initial episode of care 100.0% 56.76% 100.0% 89.19% 51.35% 92.53%
D41072 Subendocardial infarction, subsequent episode of care 0.0% 0.0% 0.0% 0.0% 5.41% 0.0%
D2875 Thrombocytopenia, unspecified 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%
DV4582 Percutaneous transluminal coronary angioplasty status 0.0% 0.0% 0.0% 5.41% 10.81% 5.6%
D5849 Acute kidney failure, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 2.13%
D5180 Pulmonary collapse 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D486 Pneumonia, organism unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 2.13%
External Causes Distribution
External Cause Code Description Initial Sub Discharged
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 %
EE9342 Anticoagulants 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 %
EE8490 Accident in home 0.0 % 0.0 % 2.13 %
EE9478 Other drugs and medicinal substances causing adverse effects in therapeutic use 0.0 % 0.0 % 0.53 %
EE8497 Accidents occurring in residential institution 0.0 % 0.0 % 4.53 %