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: 10.41 days FQ: 3 days Median: 8 days TQ: 16 days

Rehospitalization during 50 weeks since discharge:

Mean ΔT: 1.1 weeks FQ: 0 weeks Median: 1 weeks TQ: 2 weeks
Sex Distribution
Sex Initial Sub Discharged
Male 59.09 % 59.09 % 63.73 %
Female 38.64 % 38.64 % 36.0 %
Race Distribution
Race Initial Sub Discharged
White 13.64 % 13.64 % 13.87 %
Black 13.64 % 11.36 % 14.67 %
Hispanic 13.64 % 13.64 % 13.87 %
Asian or Pacific Islander 13.64 % 13.64 % 14.4 %
Native American 15.91 % 13.64 % 14.93 %
Other 11.36 % 15.91 % 14.13 %
Race missing, unknown 13.64 % 11.36 % 13.33 %
Payer Distribution
Payer Initial Sub Discharged
Medicare 13.64 % 15.91 % 13.07 %
Medicaid 13.64 % 13.64 % 14.13 %
Private insurance 11.36 % 9.09 % 14.67 %
Self-pay 13.64 % 15.91 % 14.4 %
Other payer 13.64 % 13.64 % 14.13 %
Unknown payer 15.91 % 13.64 % 14.4 %
No charge 13.64 % 11.36 % 14.4 %
Source Distribution
Source Initial Sub Discharged
Another health facility including LTC 13.64 % 15.91 % 16.53 %
Emergency department 15.91 % 13.64 % 15.73 %
Unknown 18.18 % 15.91 % 17.07 %
Court/Law enforcement 15.91 % 13.64 % 16.8 %
Routine, birth, etc 13.64 % 15.91 % 16.27 %
Another hospital 13.64 % 15.91 % 17.07 %
Disposition Distribution
Disposition Initial Sub Discharged
Routine 59.09 % 59.09 % 77.07 %
Transfer to short-term hospital 6.82 % 4.55 % 0.0 %
Home Health Care 11.36 % 9.09 % 9.87 %
Died in hospital 0.0 % 6.82 % 0.0 %
Transfer other SNF, ICF, etc. 13.64 % 15.91 % 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 5.36 days 2 days 4 days 7 days
Sub 4.71 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 76.15 year 67 year 77 year 87 year
Sub 76.21 year 67 year 78 year 87 year
Procedure Distribution
Procedure Code Description Initial Sub Discharged
P4516 Esophagogastroduodenoscopy [EGD] with closed biopsy 0.0 % 0.0 % 0.53 %
P8872 Diagnostic ultrasound of heart 9.09 % 0.0 % 7.2 %
P3615 Single internal mammary-coronary artery bypass 0.0 % 4.55 % 5.33 %
P9955 Prophylactic administration of vaccine against other diseases 0.0 % 0.0 % 0.8 %
P3611 (Aorto)coronary bypass of one coronary artery 0.0 % 0.0 % 0.53 %
P3613 (Aorto)coronary bypass of three coronary arteries 0.0 % 0.0 % 1.87 %
P3612 (Aorto)coronary bypass of two coronary arteries 0.0 % 0.0 % 2.13 %
P9919 Injection of anticoagulant 0.0 % 0.0 % 1.33 %
P3794 Implantation or replacement of automatic cardioverter/defibrillator, total system [AICD] 0.0 % 0.0 % 0.53 %
P9910 Injection or infusion of thrombolytic agent 0.0 % 0.0 % 1.07 %
P8853 Angiocardiography of left heart structures 27.27 % 6.82 % 38.67 %
P8856 Coronary arteriography using two catheters 36.36 % 15.91 % 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 %
P9205 Cardiovascular and hematopoietic scan and radioisotope function study 0.0 % 0.0 % 1.07 %
P0066_2 Percutaneous transluminal coronary angioplasty [PTCA] or coronary atherectomy 2nd 0.0 % 0.0 % 0.53 %
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 0.0 % 0.0 % 0.8 %
P8944 Other cardiovascular stress test 0.0 % 0.0 % 1.33 %
P3722 Left heart cardiac catheterization 31.82 % 11.36 % 44.53 %
P3761 Implant of pulsation balloon 0.0 % 0.0 % 1.07 %
P3606 Insertion of non-drug-eluting coronary artery stent(s) 0.0 % 0.0 % 5.6 %
P0066 Percutaneous transluminal coronary angioplasty [PTCA] or coronary atherectomy 13.64 % 11.36 % 28.0 %
P3607 Insertion of drug-eluting coronary artery stent(s) 11.36 % 6.82 % 22.67 %
P9907 Transfusion of other serum 0.0 % 0.0 % 0.53 %
P0048 Insertion of four or more vascular stents 0.0 % 0.0 % 0.8 %
P9905 Transfusion of platelets 0.0 % 0.0 % 0.8 %
P9904 Transfusion of packed cells 6.82 % 11.36 % 6.4 %
P8856_2 Coronary arteriography using two catheters 2nd 0.0 % 0.0 % 0.53 %
P0041 Procedure on two vessels 4.55 % 0.0 % 5.33 %
P0040 Procedure on single vessel 11.36 % 9.09 % 22.13 %
P0042 Procedure on three vessels 0.0 % 0.0 % 1.07 %
P0045 Insertion of one vascular stent 6.82 % 6.82 % 15.73 %
P0044 Procedure on vessel bifurcation 0.0 % 0.0 % 0.53 %
P3723 Combined right and left heart cardiac catheterization 0.0 % 0.0 % 2.93 %
P0046 Insertion of two vascular stents 4.55 % 0.0 % 6.67 %
P3614 (Aorto)coronary bypass of four or more coronary arteries 0.0 % 0.0 % 1.07 %
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 %
P0047 Insertion of three vascular stents 0.0 % 0.0 % 2.13 %
P8847 Arteriography of other intra-abdominal arteries 0.0 % 0.0 % 0.8 %
P8842 Contrast aortogram 0.0 % 0.0 % 3.73 %
P3963 Cardioplegia 0.0 % 0.0 % 0.53 %
P9920 Injection or infusion of platelet inhibitor 6.82 % 0.0 % 10.4 %
P3961 Extracorporeal circulation auxiliary to open heart surgery 0.0 % 4.55 % 5.6 %
P9604 Insertion of endotracheal tube 0.0 % 0.0 % 0.8 %
P8741 Computerized axial tomography of thorax 0.0 % 0.0 % 0.53 %
P0024 Intravascular imaging of coronary vessels 0.0 % 0.0 % 1.33 %
P3893 Venous catheterization, not elsewhere classified 0.0 % 4.55 % 1.6 %
P9390 Non-invasive mechanical ventilation 0.0 % 0.0 % 0.8 %
P3995 Hemodialysis 0.0 % 0.0 % 1.33 %
DRG Distribution
DRG Code Description Initial Sub Discharged
DG122 DRG V24 : CIRCULATORY DISORDERS W AMI W/O MAJOR COMP, DISCHARGED ALIVE 25.0 % 0.0 % 20.53 %
DG121 DRG V24 : CIRCULATORY DISORDERS W AMI & MAJOR COMP, DISCHARGED ALIVE 38.64 % 6.82 % 25.07 %
DG127 DRG V24 : HEART FAILURE & SHOCK 0.0 % 6.82 % 0.0 %
DG557 DRG V24 : PERCUTANEOUS CARDIOVASCULAR PROC W DRUG-ELUTING STENT W MAJOR CV DX 15.91 % 0.0 % 32.0 %
DG547 DRG V24 : CORONARY BYPASS W CARDIAC CATH W MAJOR CV DX 4.55 % 0.0 % 6.93 %
DG555 DRG V24 : PERCUTANEOUS CARDIOVASCULAR PROC W MAJOR CV DX 6.82 % 0.0 % 9.07 %
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 % 4.55 % 0.0 %
DG535 DRG V24 : CARDIAC DEFIB IMPLANT W CARDIAC CATH W AMI/HF/SHOCK 0.0 % 0.0 % 0.53 %
DG110 DRG V24 : MAJOR CARDIOVASCULAR PROCEDURES W CC 0.0 % 0.0 % 0.53 %
DG104 DRG V24 : CARDIAC VALVE & OTHER MAJOR CARDIOTHORACIC PROC W CARDIAC CATH 0.0 % 0.0 % 0.53 %
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%
D486 Pneumonia, organism unspecified 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%
D27801 Morbid obesity 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
D27800 Obesity, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 4.8%
D4241 Aortic valve disorders 0.0% 0.0% 0.0% 0.0% 0.0% 1.6%
DV1581 Personal history of noncompliance with medical treatment, presenting hazards to health 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
DV1582 Personal history of tobacco use 0.0% 0.0% 0.0% 6.82% 6.82% 7.2%
DV103 Personal history of malignant neoplasm of breast 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%
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% 4.55% 2.67%
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%
D2875 Thrombocytopenia, 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%
D5180 Pulmonary collapse 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%
DV173 Family history of ischemic heart disease 0.0% 0.0% 0.0% 0.0% 0.0% 3.73%
D2809 Iron deficiency anemia, unspecified 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% 0.0% 4.55% 2.93%
D412 Old myocardial infarction 0.0% 0.0% 0.0% 0.0% 9.09% 4.27%
DV1046 Personal history of malignant neoplasm of prostate 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%
D41401 Coronary atherosclerosis of native coronary artery 0.0% 18.18% 0.0% 31.82% 34.09% 44.8%
D41400 Coronary atherosclerosis of unspecified type of vessel, native or graft 0.0% 0.0% 0.0% 0.0% 4.55% 2.13%
D2449 Unspecified acquired hypothyroidism 0.0% 0.0% 0.0% 4.55% 0.0% 4.53%
D2767 Hyperpotassemia 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D2761 Hyposmolality and/or hyponatremia 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%
D4142 Chronic total occlusion of coronary artery 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%
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%
D4148 Other specified forms of chronic ischemic heart disease 0.0% 0.0% 0.0% 0.0% 0.0% 2.4%
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%
D2851 Acute posthemorrhagic anemia 0.0% 0.0% 0.0% 0.0% 0.0% 0.8%
D2859 Anemia, unspecified 0.0% 0.0% 0.0% 4.55% 6.82% 3.73%
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%
D42789 Other specified cardiac dysrhythmias 0.0% 0.0% 0.0% 0.0% 0.0% 2.93%
D79902 Hypoxemia 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D4271 Paroxysmal ventricular tachycardia 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
D40290 Unspecified hypertensive heart disease without heart failure 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
D56400 Constipation, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
DV4582 Percutaneous transluminal coronary angioplasty status 0.0% 0.0% 0.0% 0.0% 9.09% 5.6%
DV4581 Aortocoronary bypass status 0.0% 0.0% 0.0% 0.0% 6.82% 2.93%
D3659 Unspecified glaucoma 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%
D4280 Congestive heart failure, unspecified 0.0% 6.82% 0.0% 13.64% 15.91% 10.13%
D41072 Subendocardial infarction, subsequent episode of care 0.0% 0.0% 0.0% 0.0% 15.91% 0.0%
D41071 Subendocardial infarction, initial episode of care 100.0% 11.36% 100.0% 88.64% 11.36% 92.53%
D49390 Asthma, unspecified type, unspecified 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%
D4240 Mitral valve disorders 0.0% 0.0% 0.0% 0.0% 0.0% 1.87%
D2749 Gout, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
D99672 Other complications due to other cardiac device, implant, and graft 0.0% 0.0% 0.0% 0.0% 0.0% 0.8%
D3051 Tobacco use disorder 0.0% 0.0% 0.0% 9.09% 4.55% 10.93%
D32723 Obstructive sleep apnea (adult)(pediatric) 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
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%
DV1259 Personal history of other diseases of circulatory system 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
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%
D79029 Other abnormal glucose 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
D4019 Unspecified essential hypertension 0.0% 0.0% 0.0% 31.82% 22.73% 35.47%
D42731 Atrial fibrillation 0.0% 0.0% 0.0% 6.82% 6.82% 6.67%
D2720 Pure hypercholesterolemia 0.0% 0.0% 0.0% 4.55% 4.55% 7.2%
D2724 Other and unspecified hyperlipidemia 0.0% 0.0% 0.0% 18.18% 22.73% 28.27%
D99812 Hematoma complicating a procedure 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%
DV5863 Long-term (current) use of antiplatelet/antithrombotic 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%
D30000 Anxiety state, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
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% 0.0% 4.55% 3.2%
D5856 End stage renal disease 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D5859 Chronic kidney disease, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 2.67%
D7802 Syncope and collapse 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%
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0.0% 0.0% 0.0% 13.64% 13.64% 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%
D53081 Esophageal reflux 0.0% 0.0% 0.0% 0.0% 0.0% 4.53%
D5990 Urinary tract infection, site not specified 0.0% 0.0% 0.0% 0.0% 4.55% 2.4%
DV4501 Cardiac pacemaker in situ 0.0% 0.0% 0.0% 0.0% 0.0% 1.07%
DV5861 Long-term (current) use of anticoagulants 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%
D51881 Acute respiratory failure 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%
D42732 Atrial flutter 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D5849 Acute kidney failure, unspecified 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%
D27651 Dehydration 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%
External Causes Distribution
External Cause Code Description Initial Sub Discharged
EE8497 Accidents occurring in residential institution 0.0 % 6.82 % 4.53 %
EE8889 Unspecified fall 0.0 % 0.0 % 0.53 %
EE8490 Accident in home 0.0 % 4.55 % 2.13 %
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 %
EE9478 Other drugs and medicinal substances causing adverse effects in therapeutic use 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 %
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 %