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 440

Discharged

Denominator 3,750

Rehospitalization Rate

440 / 3,750 = 11.7 %

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: 24.49 days FQ: 0 days Median: 0 days TQ: 1 days

Rehospitalization during 50 weeks since discharge:

Mean ΔT: 3.4 weeks FQ: 0 weeks Median: 0 weeks TQ: 0 weeks
Sex Distribution
Sex Initial Sub Discharged
Male 63.64 % 63.64 % 63.73 %
Female 34.09 % 36.36 % 36.0 %
Race Distribution
Race Initial Sub Discharged
White 18.18 % 11.36 % 13.87 %
Black 13.64 % 11.36 % 14.67 %
Hispanic 13.64 % 13.64 % 13.87 %
Asian or Pacific Islander 11.36 % 15.91 % 14.4 %
Native American 11.36 % 13.64 % 14.93 %
Other 11.36 % 15.91 % 14.13 %
Race missing, unknown 13.64 % 13.64 % 13.33 %
Payer Distribution
Payer Initial Sub Discharged
Medicare 15.91 % 13.64 % 13.07 %
Medicaid 15.91 % 13.64 % 14.13 %
Private insurance 9.09 % 13.64 % 14.67 %
Self-pay 13.64 % 15.91 % 14.4 %
Other payer 11.36 % 11.36 % 14.13 %
Unknown payer 13.64 % 15.91 % 14.4 %
No charge 13.64 % 13.64 % 14.4 %
Source Distribution
Source Initial Sub Discharged
Another health facility including LTC 15.91 % 13.64 % 16.53 %
Emergency department 15.91 % 15.91 % 15.73 %
Unknown 13.64 % 18.18 % 17.07 %
Court/Law enforcement 15.91 % 13.64 % 16.8 %
Routine, birth, etc 18.18 % 15.91 % 16.27 %
Another hospital 15.91 % 18.18 % 17.07 %
Disposition Distribution
Disposition Initial Sub Discharged
Transfer to short-term hospital 70.45 % 0.0 % 0.0 %
Home Health Care 0.0 % 4.55 % 9.87 %
Transfer other SNF, ICF, etc. 0.0 % 4.55 % 10.93 %
Against medical advice 0.0 % 0.0 % 1.33 %
Routine 22.73 % 84.09 % 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 2.17 days 1 days 2 days 3 days
Sub 3.22 days 1 days 2 days 4 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 69.24 year 60 year 69 year 79 year
Sub 69.28 year 61 year 69 year 79 year
Procedure Distribution
Procedure Code Description Initial Sub Discharged
P0066_2 Percutaneous transluminal coronary angioplasty [PTCA] or coronary atherectomy 2nd 0.0 % 0.0 % 0.53 %
P3613 (Aorto)coronary bypass of three coronary arteries 0.0 % 0.0 % 1.87 %
P3794 Implantation or replacement of automatic cardioverter/defibrillator, total system [AICD] 0.0 % 0.0 % 0.53 %
P4516 Esophagogastroduodenoscopy [EGD] with closed biopsy 0.0 % 0.0 % 0.53 %
P3723 Combined right and left heart cardiac catheterization 0.0 % 0.0 % 2.93 %
P3722 Left heart cardiac catheterization 13.64 % 100.0 % 44.53 %
P3606 Insertion of non-drug-eluting coronary artery stent(s) 0.0 % 6.82 % 5.6 %
P3607 Insertion of drug-eluting coronary artery stent(s) 6.82 % 29.55 % 22.67 %
P3761 Implant of pulsation balloon 0.0 % 0.0 % 1.07 %
P8848 Arteriography of femoral and other lower extremity arteries 0.0 % 4.55 % 4.27 %
P9907 Transfusion of other serum 0.0 % 0.0 % 0.53 %
P9604 Insertion of endotracheal tube 0.0 % 0.0 % 0.8 %
P8847 Arteriography of other intra-abdominal arteries 0.0 % 0.0 % 0.8 %
P9904 Transfusion of packed cells 0.0 % 0.0 % 6.4 %
P8842 Contrast aortogram 0.0 % 0.0 % 3.73 %
P9920 Injection or infusion of platelet inhibitor 15.91 % 9.09 % 10.4 %
P9390 Non-invasive mechanical ventilation 0.0 % 0.0 % 0.8 %
P0048 Insertion of four or more vascular stents 0.0 % 0.0 % 0.8 %
P0045 Insertion of one vascular stent 4.55 % 15.91 % 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 0.0 % 6.82 % 6.67 %
P0041 Procedure on two vessels 0.0 % 6.82 % 5.33 %
P0066 Percutaneous transluminal coronary angioplasty [PTCA] or coronary atherectomy 9.09 % 34.09 % 28.0 %
P0042 Procedure on three vessels 0.0 % 0.0 % 1.07 %
P0024 Intravascular imaging of coronary vessels 0.0 % 0.0 % 1.33 %
P3615 Single internal mammary-coronary artery bypass 0.0 % 4.55 % 5.33 %
P9929 Injection or infusion of other therapeutic or prophylactic substance 0.0 % 0.0 % 0.53 %
P3963 Cardioplegia 0.0 % 0.0 % 0.53 %
P3961 Extracorporeal circulation auxiliary to open heart surgery 0.0 % 4.55 % 5.6 %
P3612 (Aorto)coronary bypass of two coronary arteries 0.0 % 0.0 % 2.13 %
P9205 Cardiovascular and hematopoietic scan and radioisotope function study 0.0 % 0.0 % 1.07 %
P8856_2 Coronary arteriography using two catheters 2nd 0.0 % 0.0 % 0.53 %
P9919 Injection of anticoagulant 0.0 % 0.0 % 1.33 %
P8741 Computerized axial tomography of thorax 0.0 % 0.0 % 0.53 %
P9955 Prophylactic administration of vaccine against other diseases 0.0 % 0.0 % 0.8 %
P3614 (Aorto)coronary bypass of four or more coronary arteries 0.0 % 0.0 % 1.07 %
P8944 Other cardiovascular stress test 0.0 % 0.0 % 1.33 %
P8872 Diagnostic ultrasound of heart 11.36 % 0.0 % 7.2 %
P9910 Injection or infusion of thrombolytic agent 0.0 % 0.0 % 1.07 %
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 0.0 % 0.0 % 0.8 %
P0040 Procedure on single vessel 6.82 % 25.0 % 22.13 %
P8853 Angiocardiography of left heart structures 11.36 % 61.36 % 38.67 %
P8856 Coronary arteriography using two catheters 13.64 % 75.0 % 49.33 %
P8857 Other and unspecified coronary arteriography 0.0 % 0.0 % 1.07 %
P8854 Combined right and left heart angiocardiography 0.0 % 0.0 % 1.07 %
P8855 Coronary arteriography using a single catheter 0.0 % 0.0 % 0.53 %
P3611 (Aorto)coronary bypass of one coronary artery 0.0 % 0.0 % 0.53 %
P3893 Venous catheterization, not elsewhere classified 0.0 % 0.0 % 1.6 %
P9905 Transfusion of platelets 0.0 % 0.0 % 0.8 %
P3995 Hemodialysis 0.0 % 0.0 % 1.33 %
DRG Distribution
DRG Code Description Initial Sub Discharged
DG547 DRG V24 : CORONARY BYPASS W CARDIAC CATH W MAJOR CV DX 0.0 % 6.82 % 6.93 %
DG104 DRG V24 : CARDIAC VALVE & OTHER MAJOR CARDIOTHORACIC PROC W CARDIAC CATH 0.0 % 0.0 % 0.53 %
DG535 DRG V24 : CARDIAC DEFIB IMPLANT W CARDIAC CATH W AMI/HF/SHOCK 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 %
DG558 DRG V24 : PERCUTANEOUS CARDIOVASCULAR PROC W DRUG-ELUTING STENT W/O MAJ CV DX 0.0 % 6.82 % 0.0 %
DG557 DRG V24 : PERCUTANEOUS CARDIOVASCULAR PROC W DRUG-ELUTING STENT W MAJOR CV DX 9.09 % 31.82 % 32.0 %
DG122 DRG V24 : CIRCULATORY DISORDERS W AMI W/O MAJOR COMP, DISCHARGED ALIVE 59.09 % 13.64 % 20.53 %
DG121 DRG V24 : CIRCULATORY DISORDERS W AMI & MAJOR COMP, DISCHARGED ALIVE 22.73 % 6.82 % 25.07 %
DG125 DRG V24 : CIRCULATORY DISORDERS EXCEPT AMI, W CARD CATH W/O COMPLEX DIAG 0.0 % 4.55 % 0.0 %
DG124 DRG V24 : CIRCULATORY DISORDERS EXCEPT AMI, W CARD CATH & COMPLEX DIAG 0.0 % 4.55 % 0.0 %
DG110 DRG V24 : MAJOR CARDIOVASCULAR PROCEDURES W CC 0.0 % 0.0 % 0.53 %
DG555 DRG V24 : PERCUTANEOUS CARDIOVASCULAR PROC W MAJOR CV DX 4.55 % 9.09 % 9.07 %
Diagnosis Distribution
Diagnosis Code Description Initial Primary Sub Primary Discharged Primary Initial All Sub All Discharged All
D41401 Coronary atherosclerosis of native coronary artery 0.0% 18.18% 0.0% 22.73% 56.82% 44.8%
D41400 Coronary atherosclerosis of unspecified type of vessel, native or graft 0.0% 0.0% 0.0% 0.0% 0.0% 2.13%
D41402 Coronary atherosclerosis of autologous vein bypass graft 0.0% 0.0% 0.0% 0.0% 0.0% 2.13%
D486 Pneumonia, organism unspecified 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%
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%
D41071 Subendocardial infarction, initial episode of care 100.0% 61.36% 100.0% 88.64% 52.27% 92.53%
D49121 Obstructive chronic bronchitis with (acute) exacerbation 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
DV4581 Aortocoronary bypass status 0.0% 0.0% 0.0% 0.0% 0.0% 2.93%
D28529 Anemia of other chronic disease 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D7802 Syncope and collapse 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
DV4582 Percutaneous transluminal coronary angioplasty status 0.0% 0.0% 0.0% 4.55% 9.09% 5.6%
D99812 Hematoma complicating a procedure 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%
D7140 Rheumatoid arthritis 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D4589 Hypotension, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 0.8%
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%
D496 Chronic airway obstruction, not elsewhere classified 0.0% 0.0% 0.0% 0.0% 0.0% 2.93%
D4271 Paroxysmal ventricular tachycardia 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
DV103 Personal history of malignant neoplasm of breast 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D412 Old myocardial infarction 0.0% 0.0% 0.0% 4.55% 6.82% 4.27%
D4280 Congestive heart failure, unspecified 0.0% 0.0% 0.0% 6.82% 6.82% 10.13%
D3310 Alzheimer's disease 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
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%
DV5867 Long-term (current) use of insulin 0.0% 0.0% 0.0% 0.0% 0.0% 1.33%
DV5866 Long-term (current) use of aspirin 0.0% 0.0% 0.0% 4.55% 0.0% 3.2%
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%
D40290 Unspecified hypertensive heart disease without heart failure 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
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%
D4439 Peripheral vascular disease, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 1.33%
DV173 Family history of ischemic heart disease 0.0% 0.0% 0.0% 6.82% 6.82% 3.73%
D311 Depressive disorder, not elsewhere classified 0.0% 0.0% 0.0% 0.0% 0.0% 1.87%
D2948 Other persistent mental disorders due to conditions classified elsewhere 0.0% 0.0% 0.0% 0.0% 0.0% 1.33%
DV1582 Personal history of tobacco use 0.0% 0.0% 0.0% 11.36% 9.09% 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%
D2449 Unspecified acquired hypothyroidism 0.0% 0.0% 0.0% 0.0% 4.55% 4.53%
D56400 Constipation, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D30000 Anxiety state, unspecified 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%
D49390 Asthma, unspecified type, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 1.33%
D2724 Other and unspecified hyperlipidemia 0.0% 0.0% 0.0% 29.55% 34.09% 28.27%
D2720 Pure hypercholesterolemia 0.0% 0.0% 0.0% 6.82% 6.82% 7.2%
D27651 Dehydration 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%
D2809 Iron deficiency anemia, unspecified 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%
D4264 Right bundle branch block 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
DV1046 Personal history of malignant neoplasm of prostate 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%
D27801 Morbid obesity 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
D27800 Obesity, unspecified 0.0% 0.0% 0.0% 9.09% 4.55% 4.8%
D5859 Chronic kidney disease, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 2.67%
D42789 Other specified cardiac dysrhythmias 0.0% 0.0% 0.0% 0.0% 0.0% 2.93%
D5180 Pulmonary collapse 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%
D2749 Gout, unspecified 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%
D28521 Anemia in chronic kidney disease 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D4142 Chronic total occlusion of coronary artery 0.0% 0.0% 0.0% 0.0% 0.0% 1.87%
D2859 Anemia, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 3.73%
D5990 Urinary tract infection, site not specified 0.0% 0.0% 0.0% 0.0% 0.0% 2.4%
D2851 Acute posthemorrhagic anemia 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% 11.36% 13.07%
DV140 Personal history of allergy to penicillin 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%
D73300 Osteoporosis, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 0.8%
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%
D5849 Acute kidney failure, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 2.13%
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%
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%
D28860 Leukocytosis, unspecified 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%
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%
D5856 End stage renal disease 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
DV4501 Cardiac pacemaker in situ 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
DV1259 Personal history of other diseases of circulatory system 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
D3051 Tobacco use disorder 0.0% 0.0% 0.0% 15.91% 11.36% 10.93%
D53081 Esophageal reflux 0.0% 0.0% 0.0% 4.55% 0.0% 4.53%
D5939 Unspecified disorder of kidney and ureter 0.0% 0.0% 0.0% 0.0% 0.0% 1.6%
D4254 Other primary cardiomyopathies 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%
D4019 Unspecified essential hypertension 0.0% 0.0% 0.0% 40.91% 40.91% 35.47%
D2768 Hypopotassemia 0.0% 0.0% 0.0% 0.0% 0.0% 2.13%
D4168 Other chronic pulmonary heart diseases 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
D32723 Obstructive sleep apnea (adult)(pediatric) 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D2875 Thrombocytopenia, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
External Causes Distribution
External Cause Code Description Initial Sub Discharged
EE8499 Accidents occurring in unspecified place 0.0 % 0.0 % 0.53 %
EE8497 Accidents occurring in residential institution 0.0 % 4.55 % 4.53 %
EE9342 Anticoagulants causing adverse effects in therapeutic use 0.0 % 0.0 % 0.53 %
EE8490 Accident in home 0.0 % 0.0 % 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 %
EE8889 Unspecified fall 0.0 % 0.0 % 0.53 %
EE9478 Other drugs and medicinal substances causing adverse effects in therapeutic use 0.0 % 0.0 % 0.53 %