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
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 %
P8854 Combined right and left heart angiocardiography 0.0 % 0.0 % 1.07 %
P9390 Non-invasive mechanical ventilation 0.0 % 0.0 % 0.8 %
P9904 Transfusion of packed cells 9.09 % 12.12 % 6.4 %
P8853 Angiocardiography of left heart structures 28.79 % 7.58 % 38.67 %
P9907 Transfusion of other serum 0.0 % 0.0 % 0.53 %
P0066 Percutaneous transluminal coronary angioplasty [PTCA] or coronary atherectomy 16.67 % 12.12 % 28.0 %
P8847 Arteriography of other intra-abdominal arteries 0.0 % 0.0 % 0.8 %
P0066_2 Percutaneous transluminal coronary angioplasty [PTCA] or coronary atherectomy 2nd 0.0 % 0.0 % 0.53 %
P8842 Contrast aortogram 4.55 % 0.0 % 3.73 %
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 %
P0024 Intravascular imaging of coronary vessels 0.0 % 0.0 % 1.33 %
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 %
P9919 Injection of anticoagulant 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 %
P0046 Insertion of two vascular stents 4.55 % 3.03 % 6.67 %
P0047 Insertion of three vascular stents 0.0 % 0.0 % 2.13 %
P0044 Procedure on vessel bifurcation 0.0 % 0.0 % 0.53 %
P0045 Insertion of one vascular stent 7.58 % 6.06 % 15.73 %
P0042 Procedure on three vessels 0.0 % 0.0 % 1.07 %
P0040 Procedure on single vessel 12.12 % 10.61 % 22.13 %
P0041 Procedure on two vessels 4.55 % 0.0 % 5.33 %
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 0.0 % 3.03 % 0.8 %
P9205 Cardiovascular and hematopoietic scan and radioisotope function study 0.0 % 0.0 % 1.07 %
P9905 Transfusion of platelets 0.0 % 0.0 % 0.8 %
P8944 Other cardiovascular stress test 0.0 % 0.0 % 1.33 %
P9910 Injection or infusion of thrombolytic agent 0.0 % 0.0 % 1.07 %
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 %
P3961 Extracorporeal circulation auxiliary to open heart surgery 3.03 % 4.55 % 5.6 %
P3963 Cardioplegia 0.0 % 0.0 % 0.53 %
P8848 Arteriography of femoral and other lower extremity arteries 0.0 % 0.0 % 4.27 %
P9929 Injection or infusion of other therapeutic or prophylactic substance 0.0 % 0.0 % 0.53 %
P8855 Coronary arteriography using a single catheter 0.0 % 0.0 % 0.53 %
P9604 Insertion of endotracheal tube 0.0 % 3.03 % 0.8 %
P8857 Other and unspecified coronary arteriography 0.0 % 0.0 % 1.07 %
P8856 Coronary arteriography using two catheters 36.36 % 15.15 % 49.33 %
P9920 Injection or infusion of platelet inhibitor 7.58 % 0.0 % 10.4 %
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 %
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 %
P3995 Hemodialysis 3.03 % 3.03 % 1.33 %
P3611 (Aorto)coronary bypass of one coronary artery 0.0 % 0.0 % 0.53 %
P8741 Computerized axial tomography of thorax 0.0 % 0.0 % 0.53 %
P8872 Diagnostic ultrasound of heart 9.09 % 3.03 % 7.2 %
DRG Distribution
DRG Code Description Initial Sub Discharged
DG558 DRG V24 : PERCUTANEOUS CARDIOVASCULAR PROC W DRUG-ELUTING STENT W/O MAJ CV DX 0.0 % 7.58 % 0.0 %
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 %
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 %
DG557 DRG V24 : PERCUTANEOUS CARDIOVASCULAR PROC W DRUG-ELUTING STENT W MAJOR CV DX 16.67 % 3.03 % 32.0 %
DG110 DRG V24 : MAJOR CARDIOVASCULAR PROCEDURES W CC 0.0 % 0.0 % 0.53 %
DG127 DRG V24 : HEART FAILURE & SHOCK 0.0 % 9.09 % 0.0 %
DG121 DRG V24 : CIRCULATORY DISORDERS W AMI & MAJOR COMP, DISCHARGED ALIVE 39.39 % 6.06 % 25.07 %
DG122 DRG V24 : CIRCULATORY DISORDERS W AMI W/O MAJOR COMP, DISCHARGED ALIVE 22.73 % 0.0 % 20.53 %
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 %
Diagnosis Distribution
Diagnosis Code Description Initial Primary Sub Primary Discharged Primary Initial All Sub All Discharged All
D3310 Alzheimer's disease 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%
DV1046 Personal history of malignant neoplasm of prostate 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%
D32723 Obstructive sleep apnea (adult)(pediatric) 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%
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%
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%
D4254 Other primary cardiomyopathies 0.0% 0.0% 0.0% 3.03% 0.0% 1.6%
DV4582 Percutaneous transluminal coronary angioplasty status 0.0% 0.0% 0.0% 3.03% 12.12% 5.6%
D2768 Hypopotassemia 0.0% 0.0% 0.0% 0.0% 0.0% 2.13%
DV4581 Aortocoronary bypass status 0.0% 0.0% 0.0% 3.03% 9.09% 2.93%
D2948 Other persistent mental disorders due to conditions classified elsewhere 0.0% 0.0% 0.0% 0.0% 0.0% 1.33%
D5856 End stage renal disease 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%
D5853 Chronic kidney disease, Stage III (moderate) 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%
D49390 Asthma, unspecified type, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 1.33%
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%
D5990 Urinary tract infection, site not specified 0.0% 0.0% 0.0% 0.0% 4.55% 2.4%
D30000 Anxiety state, unspecified 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%
DV5866 Long-term (current) use of aspirin 0.0% 0.0% 0.0% 3.03% 4.55% 3.2%
D7802 Syncope and collapse 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
DV5863 Long-term (current) use of antiplatelet/antithrombotic 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%
DV5861 Long-term (current) use of anticoagulants 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%
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%
D51881 Acute respiratory failure 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%
D496 Chronic airway obstruction, not elsewhere classified 0.0% 0.0% 0.0% 3.03% 6.06% 2.93%
DV4501 Cardiac pacemaker in situ 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%
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%
D56210 Diverticulosis of colon (without mention of hemorrhage) 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D5939 Unspecified disorder of kidney and ureter 0.0% 0.0% 0.0% 0.0% 0.0% 1.6%
D412 Old myocardial infarction 0.0% 0.0% 0.0% 3.03% 13.64% 4.27%
D53081 Esophageal reflux 0.0% 0.0% 0.0% 0.0% 3.03% 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%
D3659 Unspecified glaucoma 0.0% 0.0% 0.0% 0.0% 0.0% 0.8%
D79902 Hypoxemia 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
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%
D4271 Paroxysmal ventricular tachycardia 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
D2809 Iron deficiency anemia, unspecified 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%
D41072 Subendocardial infarction, subsequent episode of care 0.0% 0.0% 0.0% 0.0% 12.12% 0.0%
D41071 Subendocardial infarction, initial episode of care 100.0% 10.61% 100.0% 90.91% 9.09% 92.53%
D2851 Acute posthemorrhagic anemia 0.0% 0.0% 0.0% 0.0% 0.0% 0.8%
D7140 Rheumatoid arthritis 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%
D42789 Other specified cardiac dysrhythmias 0.0% 0.0% 0.0% 3.03% 0.0% 2.93%
D99672 Other complications due to other cardiac device, implant, and graft 0.0% 0.0% 0.0% 0.0% 0.0% 0.8%
D4280 Congestive heart failure, unspecified 0.0% 7.58% 0.0% 13.64% 16.67% 10.13%
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%
D27651 Dehydration 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%
DV140 Personal history of allergy to penicillin 0.0% 0.0% 0.0% 0.0% 0.0% 0.8%
D28521 Anemia in chronic kidney disease 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D28529 Anemia of other chronic disease 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%
D486 Pneumonia, organism unspecified 0.0% 0.0% 0.0% 3.03% 3.03% 2.13%
DV5867 Long-term (current) use of insulin 0.0% 0.0% 0.0% 0.0% 0.0% 1.33%
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%
D5180 Pulmonary collapse 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D28860 Leukocytosis, unspecified 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%
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%
D49121 Obstructive chronic bronchitis with (acute) exacerbation 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%
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%
D99812 Hematoma complicating a procedure 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%
D4148 Other specified forms of chronic ischemic heart disease 0.0% 0.0% 0.0% 0.0% 4.55% 2.4%
D4142 Chronic total occlusion of coronary artery 0.0% 0.0% 0.0% 0.0% 0.0% 1.87%
D4439 Peripheral vascular disease, unspecified 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%
D5849 Acute kidney failure, unspecified 0.0% 0.0% 0.0% 3.03% 4.55% 2.13%
D79029 Other abnormal glucose 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%
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%
D2749 Gout, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
D3051 Tobacco use disorder 0.0% 0.0% 0.0% 9.09% 4.55% 10.93%
External Causes Distribution
External Cause Code Description Initial Sub Discharged
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 %
EE8889 Unspecified fall 0.0 % 0.0 % 0.53 %
EE8490 Accident in home 3.03 % 4.55 % 2.13 %
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 %
EE8497 Accidents occurring in residential institution 4.55 % 4.55 % 4.53 %
EE8499 Accidents occurring in unspecified place 0.0 % 0.0 % 0.53 %