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 450

Discharged

Denominator 1,810

Rehospitalization Rate

450 / 1,810 = 24.9 %

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: 118.73 days FQ: 20 days Median: 87 days TQ: 200 days

Rehospitalization during 50 weeks since discharge:

Mean ΔT: 16.55 weeks FQ: 2 weeks Median: 12 weeks TQ: 28 weeks
Sex Distribution
Sex Initial Sub Discharged
Male 46.67 % 46.67 % 46.96 %
Female 53.33 % 53.33 % 52.49 %
Race Distribution
Race Initial Sub Discharged
White 15.56 % 13.33 % 15.47 %
Black 17.78 % 13.33 % 14.36 %
Hispanic 11.11 % 13.33 % 12.71 %
Asian or Pacific Islander 11.11 % 13.33 % 13.26 %
Native American 13.33 % 15.56 % 14.36 %
Other 15.56 % 13.33 % 14.92 %
Race missing, unknown 11.11 % 13.33 % 13.81 %
Payer Distribution
Payer Initial Sub Discharged
Medicare 13.33 % 11.11 % 12.71 %
Medicaid 13.33 % 13.33 % 14.92 %
Private insurance 13.33 % 15.56 % 14.92 %
Self-pay 15.56 % 13.33 % 14.36 %
Other payer 13.33 % 15.56 % 14.36 %
Unknown payer 11.11 % 15.56 % 12.71 %
No charge 13.33 % 11.11 % 14.92 %
Source Distribution
Source Initial Sub Discharged
Another health facility including LTC 15.56 % 15.56 % 16.57 %
Emergency department 17.78 % 17.78 % 17.13 %
Unknown 20.0 % 15.56 % 16.02 %
Court/Law enforcement 13.33 % 15.56 % 15.47 %
Routine, birth, etc 15.56 % 15.56 % 16.02 %
Another hospital 15.56 % 15.56 % 17.13 %
Disposition Distribution
Disposition Initial Sub Discharged
Home Health Care 13.33 % 11.11 % 13.81 %
Died in hospital 0.0 % 6.67 % 0.0 %
Transfer other SNF, ICF, etc. 22.22 % 24.44 % 20.99 %
Routine 60.0 % 51.11 % 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 5.7 days 2 days 3 days 6 days
Sub 4.97 days 2 days 3 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 77.34 year 67 year 82 year 88 year
Sub 77.82 year 68 year 81 year 89 year
Procedure Distribution
Procedure Code Description Initial Sub Discharged
P3895 Venous catheterization for renal dialysis 0.0 % 0.0 % 2.21 %
P9375 Other speech training and therapy 0.0 % 0.0 % 2.21 %
P0331 Spinal tap 0.0 % 0.0 % 1.1 %
P3722 Left heart cardiac catheterization 0.0 % 0.0 % 2.21 %
P3893 Venous catheterization, not elsewhere classified 4.44 % 0.0 % 3.87 %
P8897 Magnetic resonance imaging of other and unspecified sites 0.0 % 0.0 % 1.66 %
P8891 Magnetic resonance imaging of brain and brain stem 22.22 % 4.44 % 25.97 %
P9921 Injection of antibiotic 0.0 % 0.0 % 1.1 %
P3812 Endarterectomy, other vessels of head and neck 0.0 % 0.0 % 1.1 %
P3961 Extracorporeal circulation auxiliary to open heart surgery 0.0 % 0.0 % 1.66 %
P9339 Other physical therapy 0.0 % 0.0 % 3.31 %
P8876 Diagnostic ultrasound of abdomen and retroperitoneum 0.0 % 0.0 % 3.87 %
P8877 Diagnostic ultrasound of peripheral vascular system 4.44 % 4.44 % 4.97 %
P8853 Angiocardiography of left heart structures 0.0 % 0.0 % 1.66 %
P8872 Diagnostic ultrasound of heart 40.0 % 11.11 % 41.99 %
P8856 Coronary arteriography using two catheters 4.44 % 0.0 % 2.76 %
P8871 Diagnostic ultrasound of head and neck 100.0 % 4.44 % 100.0 %
P9904 Transfusion of packed cells 4.44 % 8.89 % 3.31 %
P8954 Electrographic monitoring 6.67 % 0.0 % 5.52 %
P8950 Ambulatory cardiac monitoring 0.0 % 0.0 % 1.1 %
P8952 Electrocardiogram 0.0 % 0.0 % 1.1 %
P8838 Other computerized axial tomography 0.0 % 0.0 % 3.31 %
P8703 Computerized axial tomography of head 53.33 % 15.56 % 55.8 %
P8914 Electroencephalogram 6.67 % 0.0 % 6.08 %
P8741 Computerized axial tomography of thorax 4.44 % 4.44 % 4.97 %
P0040 Procedure on single vessel 0.0 % 0.0 % 1.1 %
P3615 Single internal mammary-coronary artery bypass 0.0 % 0.0 % 1.1 %
P8703_2 Computerized axial tomography of head 2nd 0.0 % 0.0 % 3.31 %
P9205 Cardiovascular and hematopoietic scan and radioisotope function study 4.44 % 0.0 % 3.31 %
P8875 Diagnostic ultrasound of urinary system 0.0 % 0.0 % 1.1 %
P9604 Insertion of endotracheal tube 0.0 % 0.0 % 1.1 %
P8841 Arteriography of cerebral arteries 0.0 % 0.0 % 6.63 %
P4516 Esophagogastroduodenoscopy [EGD] with closed biopsy 0.0 % 0.0 % 1.1 %
P9383 Occupational therapy 0.0 % 0.0 % 2.21 %
P8941 Cardiovascular stress test using treadmill 0.0 % 0.0 % 1.1 %
P8944 Other cardiovascular stress test 0.0 % 0.0 % 2.76 %
P8801 Computerized axial tomography of abdomen 4.44 % 4.44 % 2.76 %
P3995 Hemodialysis 0.0 % 0.0 % 2.76 %
DRG Distribution
DRG Code Description Initial Sub Discharged
DG316 DRG V24 : RENAL FAILURE 0.0 % 0.0 % 1.66 %
DG524 DRG V24 : TRANSIENT ISCHEMIA 6.67 % 0.0 % 9.39 %
DG320 DRG V24 : KIDNEY & URINARY TRACT INFECTIONS AGE >17 W CC 0.0 % 0.0 % 1.1 %
DG143 DRG V24 : CHEST PAIN 0.0 % 0.0 % 1.1 %
DG141 DRG V24 : SYNCOPE & COLLAPSE W CC 6.67 % 0.0 % 6.63 %
DG127 DRG V24 : HEART FAILURE & SHOCK 0.0 % 0.0 % 1.1 %
DG576 DRG V24 : SEPTICEMIA W/O MV 96+ HOURS AGE >17 0.0 % 4.44 % 1.66 %
DG65 DRG V24 : DYSEQUILIBRIUM 0.0 % 0.0 % 2.21 %
DG138 DRG V24 : CARDIAC ARRHYTHMIA & CONDUCTION DISORDERS W CC 0.0 % 0.0 % 1.66 %
DG548 DRG V24 : CORONARY BYPASS W CARDIAC CATH W/O MAJOR CV DX 0.0 % 0.0 % 1.1 %
DG14 DRG V24 : INTRACRANIAL HEMORRHAGE OR CEREBRAL INFARCTION 20.0 % 6.67 % 22.65 %
DG296 DRG V24 : NUTRITIONAL & MISC METABOLIC DISORDERS AGE >17 W CC 0.0 % 0.0 % 1.66 %
DG142 DRG V24 : SYNCOPE & COLLAPSE W/O CC 0.0 % 0.0 % 3.31 %
Diagnosis Distribution
Diagnosis Code Description Initial Primary Sub Primary Discharged Primary Initial All Sub All Discharged All
D4111 Intermediate coronary syndrome 0.0% 0.0% 0.0% 0.0% 0.0% 1.1%
D5853 Chronic kidney disease, Stage III (moderate) 0.0% 0.0% 0.0% 0.0% 0.0% 1.66%
DV1581 Personal history of noncompliance with medical treatment, presenting hazards to health 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%
D3051 Tobacco use disorder 0.0% 0.0% 0.0% 0.0% 0.0% 4.97%
DV5861 Long-term (current) use of anticoagulants 0.0% 0.0% 0.0% 0.0% 0.0% 1.66%
D73300 Osteoporosis, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 2.21%
D4280 Congestive heart failure, unspecified 0.0% 0.0% 1.1% 6.67% 6.67% 4.42%
DV5867 Long-term (current) use of insulin 0.0% 0.0% 0.0% 0.0% 0.0% 1.66%
DV5866 Long-term (current) use of aspirin 0.0% 0.0% 0.0% 0.0% 0.0% 3.87%
D2449 Unspecified acquired hypothyroidism 0.0% 0.0% 0.0% 4.44% 6.67% 6.63%
D78039 Other convulsions 0.0% 0.0% 0.0% 0.0% 0.0% 1.66%
D4580 Orthostatic hypotension 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%
D4241 Aortic valve disorders 0.0% 0.0% 0.0% 0.0% 0.0% 1.1%
D4240 Mitral valve disorders 0.0% 0.0% 0.0% 0.0% 0.0% 1.1%
D3310 Alzheimer's disease 0.0% 0.0% 0.0% 0.0% 0.0% 1.1%
D34290 Hemiplegia, unspecified, affecting unspecified side 0.0% 0.0% 0.0% 4.44% 0.0% 3.87%
D78079 Other malaise and fatigue 0.0% 0.0% 0.0% 0.0% 0.0% 1.66%
D27651 Dehydration 0.0% 0.0% 1.1% 4.44% 4.44% 4.97%
D4589 Hypotension, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 1.1%
D71590 Osteoarthrosis, unspecified whether generalized or localized, site unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 3.31%
D78194 Facial weakness 0.0% 0.0% 0.0% 0.0% 0.0% 1.1%
DV1259 Personal history of other diseases of circulatory system 0.0% 0.0% 0.0% 0.0% 4.44% 2.21%
DV1582 Personal history of tobacco use 0.0% 0.0% 0.0% 4.44% 4.44% 5.52%
DV1254 Personal history of transient ischemic attack (TIA), and cerebral infarction without residual deficits 0.0% 0.0% 0.0% 0.0% 4.44% 2.21%
D2859 Anemia, unspecified 0.0% 0.0% 0.0% 0.0% 6.67% 3.87%
D41401 Coronary atherosclerosis of native coronary artery 0.0% 0.0% 2.76% 8.89% 6.67% 7.18%
D41400 Coronary atherosclerosis of unspecified type of vessel, native or graft 0.0% 0.0% 0.0% 0.0% 0.0% 1.66%
D5939 Unspecified disorder of kidney and ureter 0.0% 0.0% 0.0% 0.0% 0.0% 1.66%
D0389 Unspecified septicemia 0.0% 4.44% 1.66% 0.0% 0.0% 0.0%
D5990 Urinary tract infection, site not specified 0.0% 0.0% 1.1% 4.44% 6.67% 4.42%
D72989 Other musculoskeletal symptoms referable to limbs 0.0% 0.0% 0.0% 0.0% 0.0% 2.21%
D29410 Dementia in conditions classified elsewhere without behavioral disturbance 0.0% 0.0% 0.0% 0.0% 0.0% 1.1%
D311 Depressive disorder, not elsewhere classified 0.0% 0.0% 0.0% 0.0% 0.0% 2.21%
DV103 Personal history of malignant neoplasm of breast 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%
D7812 Abnormality of gait 0.0% 0.0% 0.0% 0.0% 0.0% 1.1%
D42731 Atrial fibrillation 0.0% 0.0% 0.0% 6.67% 8.89% 7.18%
D28521 Anemia in chronic kidney disease 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%
D7840 Headache 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%
D4254 Other primary cardiomyopathies 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%
D7802 Syncope and collapse 8.89% 0.0% 9.39% 8.89% 0.0% 9.94%
D2768 Hypopotassemia 0.0% 0.0% 0.0% 6.67% 0.0% 3.87%
D4359 Unspecified transient cerebral ischemia 4.44% 0.0% 8.84% 4.44% 0.0% 8.29%
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%
D2724 Other and unspecified hyperlipidemia 0.0% 0.0% 0.0% 20.0% 17.78% 19.89%
D78659 Other chest pain 0.0% 0.0% 0.0% 0.0% 0.0% 1.1%
D7804 Dizziness and giddiness 0.0% 0.0% 0.0% 0.0% 0.0% 2.21%
D4019 Unspecified essential hypertension 0.0% 0.0% 0.0% 31.11% 31.11% 35.36%
D486 Pneumonia, organism unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 1.66%
D5849 Acute kidney failure, unspecified 0.0% 0.0% 1.66% 0.0% 0.0% 2.21%
D42789 Other specified cardiac dysrhythmias 0.0% 0.0% 0.0% 0.0% 0.0% 3.87%
D2749 Gout, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 1.1%
D43311 Occlusion and stenosis of carotid artery with cerebral infarction 0.0% 0.0% 1.1% 0.0% 0.0% 0.0%
D3659 Unspecified glaucoma 0.0% 0.0% 0.0% 0.0% 0.0% 1.1%
D43491 Cerebral artery occlusion, unspecified with cerebral infarction 15.56% 4.44% 18.23% 8.89% 0.0% 11.6%
D4439 Peripheral vascular disease, unspecified 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%
DV4501 Cardiac pacemaker in situ 0.0% 0.0% 0.0% 0.0% 0.0% 1.66%
DV4582 Percutaneous transluminal coronary angioplasty status 0.0% 0.0% 0.0% 0.0% 0.0% 1.66%
D43411 Cerebral embolism with cerebral infarction 0.0% 0.0% 2.21% 0.0% 0.0% 1.1%
D7845 Description not found for D7845 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% 4.44% 2.76%
D30000 Anxiety state, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 1.1%
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0.0% 0.0% 0.0% 8.89% 11.11% 11.05%
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%
D43310 Occlusion and stenosis of carotid artery without mention of cerebral infarction 0.0% 0.0% 1.66% 0.0% 0.0% 3.87%
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%
D56210 Diverticulosis of colon (without mention of hemorrhage) 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%
D53081 Esophageal reflux 0.0% 0.0% 0.0% 4.44% 0.0% 4.42%
D2720 Pure hypercholesterolemia 0.0% 0.0% 0.0% 0.0% 0.0% 6.08%
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%
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%
D412 Old myocardial infarction 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%
D5859 Chronic kidney disease, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 2.21%
External Causes Distribution
External Cause Code Description Initial Sub Discharged
EE8497 Accidents occurring in residential institution 4.44 % 4.44 % 3.31 %
EE8889 Unspecified fall 0.0 % 0.0 % 3.31 %
EE8499 Accidents occurring in unspecified place 0.0 % 0.0 % 1.1 %
EE8859 Fall from other slipping, tripping, or stumbling 0.0 % 0.0 % 2.21 %
EE8490 Accident in home 11.11 % 6.67 % 9.39 %