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 230

Discharged

Denominator 1,810

Rehospitalization Rate

230 / 1,810 = 12.7 %

Index = Discharged + Died + Transferred

1940 (100%) = 1810 (93.3%) + 0 (0.0%) + 0 (0.0%)

Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset200

Rehospitalization during 50 days since discharge:

Mean ΔT: 29.23 days FQ: 8 days Median: 22 days TQ: 45 days

Rehospitalization during 50 weeks since discharge:

Mean ΔT: 3.75 weeks FQ: 1 weeks Median: 3 weeks TQ: 6 weeks
Sex Distribution
Sex Initial Sub Discharged
Male 47.83 % 47.83 % 46.96 %
Female 52.17 % 52.17 % 52.49 %
Race Distribution
Race Initial Sub Discharged
White 13.04 % 13.04 % 15.47 %
Black 17.39 % 8.7 % 14.36 %
Hispanic 13.04 % 13.04 % 12.71 %
Asian or Pacific Islander 0.0 % 8.7 % 13.26 %
Native American 13.04 % 17.39 % 14.36 %
Other 13.04 % 13.04 % 14.92 %
Race missing, unknown 13.04 % 13.04 % 13.81 %
Payer Distribution
Payer Initial Sub Discharged
Medicare 13.04 % 13.04 % 12.71 %
Medicaid 17.39 % 13.04 % 14.92 %
Private insurance 13.04 % 13.04 % 14.92 %
Self-pay 17.39 % 13.04 % 14.36 %
Other payer 13.04 % 13.04 % 14.36 %
Unknown payer 13.04 % 17.39 % 12.71 %
No charge 8.7 % 13.04 % 14.92 %
Source Distribution
Source Initial Sub Discharged
Another health facility including LTC 8.7 % 8.7 % 16.57 %
Emergency department 17.39 % 17.39 % 17.13 %
Unknown 21.74 % 13.04 % 16.02 %
Court/Law enforcement 13.04 % 17.39 % 15.47 %
Routine, birth, etc 17.39 % 17.39 % 16.02 %
Another hospital 13.04 % 13.04 % 17.13 %
Disposition Distribution
Disposition Initial Sub Discharged
Home Health Care 17.39 % 13.04 % 13.81 %
Died in hospital 0.0 % 8.7 % 0.0 %
Transfer other SNF, ICF, etc. 21.74 % 21.74 % 20.99 %
Routine 56.52 % 43.48 % 63.54 %
Length of Stay Distribution
Discharged
Initial
Subsequent
Visits Mean LOS First quartile Median Third quartile
Discharged 4.86 days 2 days 3 days 5 days
Initial 7.14 days 2 days 5 days 7 days
Sub 5.46 days 2 days 4 days 6 days
Age Distribution
Discharged
Initial
Subsequent
Visits Mean Age First quartile Median Third quartile
Discharged 74.81 year 64 year 77 year 87 year
Initial 76.09 year 66 year 80 year 87 year
Sub 76.6 year 66 year 79 year 88 year
Procedure Distribution
Procedure Code Description Initial Sub Discharged
P0331 Spinal tap 0.0 % 0.0 % 1.1 %
P3812 Endarterectomy, other vessels of head and neck 0.0 % 0.0 % 1.1 %
P8703 Computerized axial tomography of head 47.83 % 13.04 % 55.8 %
P9375 Other speech training and therapy 0.0 % 0.0 % 2.21 %
P3995 Hemodialysis 0.0 % 0.0 % 2.76 %
P9604 Insertion of endotracheal tube 0.0 % 0.0 % 1.1 %
P3895 Venous catheterization for renal dialysis 0.0 % 0.0 % 2.21 %
P8838 Other computerized axial tomography 0.0 % 0.0 % 3.31 %
P8741 Computerized axial tomography of thorax 0.0 % 0.0 % 4.97 %
P3615 Single internal mammary-coronary artery bypass 0.0 % 0.0 % 1.1 %
P9339 Other physical therapy 0.0 % 0.0 % 3.31 %
P9921 Injection of antibiotic 0.0 % 0.0 % 1.1 %
P8914 Electroencephalogram 0.0 % 0.0 % 6.08 %
P8871 Diagnostic ultrasound of head and neck 100.0 % 0.0 % 100.0 %
P8856 Coronary arteriography using two catheters 0.0 % 0.0 % 2.76 %
P8950 Ambulatory cardiac monitoring 0.0 % 0.0 % 1.1 %
P8872 Diagnostic ultrasound of heart 30.43 % 8.7 % 41.99 %
P8853 Angiocardiography of left heart structures 0.0 % 0.0 % 1.66 %
P9904 Transfusion of packed cells 0.0 % 8.7 % 3.31 %
P8876 Diagnostic ultrasound of abdomen and retroperitoneum 0.0 % 0.0 % 3.87 %
P8875 Diagnostic ultrasound of urinary system 0.0 % 0.0 % 1.1 %
P8891 Magnetic resonance imaging of brain and brain stem 21.74 % 0.0 % 25.97 %
P8952 Electrocardiogram 0.0 % 0.0 % 1.1 %
P8897 Magnetic resonance imaging of other and unspecified sites 0.0 % 0.0 % 1.66 %
P4516 Esophagogastroduodenoscopy [EGD] with closed biopsy 0.0 % 0.0 % 1.1 %
P3722 Left heart cardiac catheterization 0.0 % 0.0 % 2.21 %
P8703_2 Computerized axial tomography of head 2nd 0.0 % 0.0 % 3.31 %
P8877 Diagnostic ultrasound of peripheral vascular system 0.0 % 0.0 % 4.97 %
P3961 Extracorporeal circulation auxiliary to open heart surgery 0.0 % 0.0 % 1.66 %
P3893 Venous catheterization, not elsewhere classified 0.0 % 0.0 % 3.87 %
P9205 Cardiovascular and hematopoietic scan and radioisotope function study 0.0 % 0.0 % 3.31 %
P8801 Computerized axial tomography of abdomen 0.0 % 0.0 % 2.76 %
P8841 Arteriography of cerebral arteries 0.0 % 0.0 % 6.63 %
P8954 Electrographic monitoring 0.0 % 0.0 % 5.52 %
P8941 Cardiovascular stress test using treadmill 0.0 % 0.0 % 1.1 %
P9383 Occupational therapy 0.0 % 0.0 % 2.21 %
P8944 Other cardiovascular stress test 0.0 % 0.0 % 2.76 %
P0040 Procedure on single vessel 0.0 % 0.0 % 1.1 %
DRG Distribution
DRG Code Description Initial Sub Discharged
DG14 DRG V24 : INTRACRANIAL HEMORRHAGE OR CEREBRAL INFARCTION 21.74 % 0.0 % 22.65 %
DG548 DRG V24 : CORONARY BYPASS W CARDIAC CATH W/O MAJOR CV DX 0.0 % 0.0 % 1.1 %
DG65 DRG V24 : DYSEQUILIBRIUM 0.0 % 0.0 % 2.21 %
DG296 DRG V24 : NUTRITIONAL & MISC METABOLIC DISORDERS AGE >17 W CC 0.0 % 0.0 % 1.66 %
DG524 DRG V24 : TRANSIENT ISCHEMIA 0.0 % 0.0 % 9.39 %
DG576 DRG V24 : SEPTICEMIA W/O MV 96+ HOURS AGE >17 0.0 % 0.0 % 1.66 %
DG138 DRG V24 : CARDIAC ARRHYTHMIA & CONDUCTION DISORDERS W CC 0.0 % 0.0 % 1.66 %
DG141 DRG V24 : SYNCOPE & COLLAPSE W CC 0.0 % 0.0 % 6.63 %
DG127 DRG V24 : HEART FAILURE & SHOCK 0.0 % 0.0 % 1.1 %
DG142 DRG V24 : SYNCOPE & COLLAPSE W/O CC 0.0 % 0.0 % 3.31 %
DG143 DRG V24 : CHEST PAIN 0.0 % 0.0 % 1.1 %
DG320 DRG V24 : KIDNEY & URINARY TRACT INFECTIONS AGE >17 W CC 0.0 % 0.0 % 1.1 %
DG316 DRG V24 : RENAL FAILURE 0.0 % 0.0 % 1.66 %
Diagnosis Distribution
Diagnosis Code Description Initial Primary Sub Primary Discharged Primary Initial All Sub All Discharged All
D7804 Dizziness and giddiness 0.0% 0.0% 0.0% 0.0% 0.0% 2.21%
D27651 Dehydration 0.0% 0.0% 1.1% 0.0% 0.0% 4.97%
D5859 Chronic kidney disease, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 2.21%
D78194 Facial weakness 0.0% 0.0% 0.0% 0.0% 0.0% 1.1%
D0414 Escherichia coli [E. coli] infection in conditions classified elsewhere and of unspecified site 0.0% 0.0% 0.0% 0.0% 0.0% 1.1%
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% 3.31%
D7840 Headache 0.0% 0.0% 0.0% 0.0% 0.0% 1.1%
D7843 Aphasia 0.0% 0.0% 0.0% 0.0% 0.0% 2.21%
D4240 Mitral valve disorders 0.0% 0.0% 0.0% 0.0% 0.0% 1.1%
D42731 Atrial fibrillation 0.0% 0.0% 0.0% 0.0% 8.7% 7.18%
DV1582 Personal history of tobacco use 0.0% 0.0% 0.0% 0.0% 0.0% 5.52%
D3051 Tobacco use disorder 0.0% 0.0% 0.0% 0.0% 0.0% 4.97%
D4589 Hypotension, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 1.1%
D43491 Cerebral artery occlusion, unspecified with cerebral infarction 17.39% 0.0% 18.23% 8.7% 0.0% 11.6%
D2859 Anemia, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 3.87%
D412 Old myocardial infarction 0.0% 0.0% 0.0% 0.0% 0.0% 2.21%
D4580 Orthostatic hypotension 0.0% 0.0% 0.0% 0.0% 0.0% 1.1%
D72989 Other musculoskeletal symptoms referable to limbs 0.0% 0.0% 0.0% 0.0% 0.0% 2.21%
D7812 Abnormality of gait 0.0% 0.0% 0.0% 0.0% 0.0% 1.1%
D41071 Subendocardial infarction, initial episode of care 0.0% 0.0% 1.66% 0.0% 0.0% 1.1%
D29410 Dementia in conditions classified elsewhere without behavioral disturbance 0.0% 0.0% 0.0% 0.0% 0.0% 1.1%
DV103 Personal history of malignant neoplasm of breast 0.0% 0.0% 0.0% 0.0% 0.0% 1.1%
D56210 Diverticulosis of colon (without mention of hemorrhage) 0.0% 0.0% 0.0% 0.0% 0.0% 1.1%
D5849 Acute kidney failure, unspecified 0.0% 0.0% 1.66% 0.0% 0.0% 2.21%
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% 2.21%
D5939 Unspecified disorder of kidney and ureter 0.0% 0.0% 0.0% 0.0% 0.0% 1.66%
D7802 Syncope and collapse 0.0% 0.0% 9.39% 0.0% 0.0% 9.94%
D28521 Anemia in chronic kidney disease 0.0% 0.0% 0.0% 0.0% 0.0% 1.1%
D496 Chronic airway obstruction, not elsewhere classified 0.0% 0.0% 0.0% 0.0% 0.0% 2.21%
D34290 Hemiplegia, unspecified, affecting unspecified side 0.0% 0.0% 0.0% 0.0% 0.0% 3.87%
D486 Pneumonia, organism unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 1.66%
D311 Depressive disorder, not elsewhere classified 0.0% 0.0% 0.0% 0.0% 0.0% 2.21%
D4241 Aortic valve disorders 0.0% 0.0% 0.0% 0.0% 0.0% 1.1%
D2761 Hyposmolality and/or hyponatremia 0.0% 0.0% 0.0% 0.0% 0.0% 2.21%
D49390 Asthma, unspecified type, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 1.66%
D78659 Other chest pain 0.0% 0.0% 0.0% 0.0% 0.0% 1.1%
DV1581 Personal history of noncompliance with medical treatment, presenting hazards to health 0.0% 0.0% 0.0% 0.0% 0.0% 1.1%
D3659 Unspecified glaucoma 0.0% 0.0% 0.0% 0.0% 0.0% 1.1%
DV4581 Aortocoronary bypass status 0.0% 0.0% 0.0% 0.0% 0.0% 2.21%
D2720 Pure hypercholesterolemia 0.0% 0.0% 0.0% 0.0% 0.0% 6.08%
D53081 Esophageal reflux 0.0% 0.0% 0.0% 0.0% 0.0% 4.42%
D4280 Congestive heart failure, unspecified 0.0% 0.0% 1.1% 8.7% 0.0% 4.42%
DV1254 Personal history of transient ischemic attack (TIA), and cerebral infarction without residual deficits 0.0% 0.0% 0.0% 0.0% 0.0% 2.21%
D4439 Peripheral vascular disease, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 1.1%
D7845 Description not found for D7845 0.0% 0.0% 0.0% 0.0% 0.0% 1.66%
D0389 Unspecified septicemia 0.0% 0.0% 1.66% 0.0% 0.0% 0.0%
D2449 Unspecified acquired hypothyroidism 0.0% 0.0% 0.0% 0.0% 0.0% 6.63%
D2724 Other and unspecified hyperlipidemia 0.0% 0.0% 0.0% 17.39% 21.74% 19.89%
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0.0% 0.0% 0.0% 8.7% 8.7% 11.05%
D42789 Other specified cardiac dysrhythmias 0.0% 0.0% 0.0% 0.0% 0.0% 3.87%
D78079 Other malaise and fatigue 0.0% 0.0% 0.0% 0.0% 0.0% 1.66%
D5853 Chronic kidney disease, Stage III (moderate) 0.0% 0.0% 0.0% 0.0% 0.0% 1.66%
D43310 Occlusion and stenosis of carotid artery without mention of cerebral infarction 0.0% 0.0% 1.66% 0.0% 0.0% 3.87%
D43311 Occlusion and stenosis of carotid artery with cerebral infarction 0.0% 0.0% 1.1% 0.0% 0.0% 0.0%
D2768 Hypopotassemia 0.0% 0.0% 0.0% 0.0% 0.0% 3.87%
D3310 Alzheimer's disease 0.0% 0.0% 0.0% 0.0% 0.0% 1.1%
D4111 Intermediate coronary syndrome 0.0% 0.0% 0.0% 0.0% 0.0% 1.1%
D7820 Disturbance of skin sensation 0.0% 0.0% 0.0% 0.0% 0.0% 2.21%
D43411 Cerebral embolism with cerebral infarction 0.0% 0.0% 2.21% 0.0% 0.0% 1.1%
D78039 Other convulsions 0.0% 0.0% 0.0% 0.0% 0.0% 1.66%
D2749 Gout, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 1.1%
D25060 Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled 0.0% 0.0% 0.0% 0.0% 0.0% 1.1%
D41401 Coronary atherosclerosis of native coronary artery 0.0% 0.0% 2.76% 0.0% 0.0% 7.18%
D25040 Diabetes with renal manifestations, type II or unspecified type, not stated as uncontrolled 0.0% 0.0% 0.0% 0.0% 0.0% 1.1%
D27800 Obesity, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 2.76%
DV4582 Percutaneous transluminal coronary angioplasty status 0.0% 0.0% 0.0% 0.0% 0.0% 1.66%
D30000 Anxiety state, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 1.1%
D5990 Urinary tract infection, site not specified 0.0% 0.0% 1.1% 0.0% 0.0% 4.42%
DV1259 Personal history of other diseases of circulatory system 0.0% 0.0% 0.0% 0.0% 0.0% 2.21%
D4359 Unspecified transient cerebral ischemia 0.0% 0.0% 8.84% 0.0% 0.0% 8.29%
D73300 Osteoporosis, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 2.21%
D4019 Unspecified essential hypertension 0.0% 0.0% 0.0% 26.09% 30.43% 35.36%
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% 1.66%
D4254 Other primary cardiomyopathies 0.0% 0.0% 0.0% 0.0% 0.0% 1.1%
DV4501 Cardiac pacemaker in situ 0.0% 0.0% 0.0% 0.0% 0.0% 1.66%
D2948 Other persistent mental disorders due to conditions classified elsewhere 0.0% 0.0% 0.0% 0.0% 0.0% 2.76%
DV5866 Long-term (current) use of aspirin 0.0% 0.0% 0.0% 0.0% 0.0% 3.87%
DV5867 Long-term (current) use of insulin 0.0% 0.0% 0.0% 0.0% 0.0% 1.66%
D41400 Coronary atherosclerosis of unspecified type of vessel, native or graft 0.0% 0.0% 0.0% 0.0% 0.0% 1.66%
DV5861 Long-term (current) use of anticoagulants 0.0% 0.0% 0.0% 0.0% 0.0% 1.66%
D71590 Osteoarthrosis, unspecified whether generalized or localized, site unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 3.31%
External Causes Distribution
External Cause Code Description Initial Sub Discharged
EE8497 Accidents occurring in residential institution 0.0 % 0.0 % 3.31 %
EE8490 Accident in home 8.7 % 0.0 % 9.39 %
EE8859 Fall from other slipping, tripping, or stumbling 0.0 % 0.0 % 2.21 %
EE8889 Unspecified fall 0.0 % 0.0 % 3.31 %
EE8499 Accidents occurring in unspecified place 0.0 % 0.0 % 1.1 %