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.

Visits
Adult patients (Age > 20 years)

780

Sex Count
Male 410
Female 360
In hospital
Mortality
Length of Stay Distribution
Mean LOS: 4.38 days FQ: 2 days Median: 3 days TQ: 5 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Transfusion of packed cells ( P9904 ) followed by Discharged or Transferred alive ( N1_d )

Mean ΔT: 3.61 days FQ: 2 days Median: 3 days TQ: 4 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 130
Another hospital 120
Another health facility including LTC 110
Emergency department 130
Unknown 120
Court/Law enforcement 130
Disposition Distribution
Disposition Count
Routine 620
Home Health Care 60
Transfer other SNF, ICF, etc. 80
Payer Distribution
Payer Count
Medicare 110
Medicaid 110
Private insurance 110
Self-pay 130
Other payer 80
Unknown payer 90
No charge 110
Race Distribution
Race Count
White 110
Black 100
Hispanic 110
Asian or Pacific Islander 130
Native American 100
Other 110
Race missing, unknown 90
State variation
S1 S2
Count 380 400
Sex : Male 52.6% 52.5%
Sex : Female 47.4% 45.0%
Source : Routine, birth, etc 18.4% 15.0%
Source : Another hospital 13.2% 15.0%
Source : Another health facility including LTC 13.2% 15.0%
Source : Emergency department 18.4% 15.0%
Source : Unknown 13.2% 17.5%
Source : Court/Law enforcement 15.8% 15.0%
Disposition : Routine 78.9% 80.0%
Disposition : Home Health Care 7.9% 5.0%
Disposition : Transfer other SNF, ICF, etc. 10.5% 10.0%
Payer : Medicare 13.2% 15.0%
Payer : Medicaid 15.8% 12.5%
Payer : Private insurance 13.2% 15.0%
Payer : Self-pay 13.2% 17.5%
Payer : Other payer 7.9% 10.0%
Payer : Unknown payer 13.2% 10.0%
Payer : No charge 15.8% 12.5%
Race : White 13.2% 12.5%
Race : Black 13.2% 12.5%
Race : Hispanic 15.8% 12.5%
Race : Asian or Pacific Islander 15.8% 17.5%
Race : Native American 13.2% 12.5%
Race : Other 10.5% 15.0%
Race : Race missing, unknown 13.2% 10.0%
Yearly variation
2006 2007 2008 2009 2010 2011
Count 170 130 100 120 120 110
Sex : Male 47.1% 53.8% 50.0% 58.3% 50.0% 54.5%
Sex : Female 47.1% 46.2% 50.0% 41.7% 50.0% 45.5%
Source : Routine, birth, etc 17.6% 15.4% 20.0% 0% 0% 0%
Source : Another hospital 17.6% 15.4% 0% 0% 16.7% 0%
Source : Another health facility including LTC 11.8% 15.4% 0% 0% 0% 18.2%
Source : Emergency department 17.6% 15.4% 0% 16.7% 0% 18.2%
Source : Unknown 11.8% 15.4% 0% 16.7% 16.7% 0%
Source : Court/Law enforcement 17.6% 0% 0% 16.7% 16.7% 18.2%
Disposition : Routine 76.5% 84.6% 90.0% 75.0% 83.3% 81.8%
Disposition : Transfer other SNF, ICF, etc. 11.8% 0% 0% 0% 0% 0%
Payer : Medicare 11.8% 0% 0% 0% 0% 18.2%
Payer : Medicaid 11.8% 15.4% 0% 0% 0% 0%
Payer : Private insurance 11.8% 15.4% 0% 0% 0% 0%
Payer : Self-pay 11.8% 15.4% 0% 16.7% 16.7% 18.2%
Payer : Other payer 11.8% 0% 0% 0% 0% 0%
Payer : Unknown payer 11.8% 0% 0% 0% 0% 0%
Payer : No charge 11.8% 15.4% 0% 0% 16.7% 0%
Race : White 11.8% 15.4% 0% 0% 0% 0%
Race : Black 11.8% 0% 0% 0% 0% 0%
Race : Hispanic 17.6% 0% 0% 0% 0% 0%
Race : Asian or Pacific Islander 11.8% 15.4% 0% 0% 16.7% 27.3%
Race : Native American 11.8% 0% 0% 0% 0% 0%
Race : Other 11.8% 0% 0% 0% 16.7% 0%
Race : Race missing, unknown 0% 0% 0% 16.7% 0% 0%
Age Distribution
Age Count
80 - 99 470
40 - 59 30
60 - 79 250
Mean age First quartile Median Third quartile
81.39 years 75 years 83 years 90 years
85 >= Age > 65 Age > 85
Count 380 320
Sex : Male 55.3% 43.8%
Sex : Female 42.1% 53.1%
Source : Routine, birth, etc 15.8% 18.8%
Source : Another hospital 18.4% 12.5%
Source : Another health facility including LTC 13.2% 15.6%
Source : Emergency department 18.4% 15.6%
Source : Unknown 13.2% 15.6%
Source : Court/Law enforcement 13.2% 15.6%
Disposition : Routine 86.8% 65.6%
Disposition : Home Health Care 5.3% 12.5%
Disposition : Transfer other SNF, ICF, etc. 5.3% 18.8%
Payer : Medicare 13.2% 15.6%
Payer : Medicaid 15.8% 12.5%
Payer : Private insurance 13.2% 12.5%
Payer : Self-pay 15.8% 15.6%
Payer : Other payer 10.5% 9.4%
Payer : Unknown payer 10.5% 12.5%
Payer : No charge 13.2% 15.6%
Race : White 13.2% 15.6%
Race : Black 13.2% 9.4%
Race : Hispanic 15.8% 9.4%
Race : Asian or Pacific Islander 15.8% 15.6%
Race : Native American 10.5% 15.6%
Race : Other 13.2% 15.6%
Race : Race missing, unknown 10.5% 9.4%
Procedure Distribution
Procedure Code Description Count
P8847 Arteriography of other intra-abdominal arteries 30
P4524 Flexible sigmoidoscopy 20
P9904 Transfusion of packed cells 780
P4523 Colonoscopy 440
P4513 Other endoscopy of small intestine 180
P4543 Endoscopic destruction of other lesion or tissue of large intestine 50
P4525 Closed [endoscopic] biopsy of large intestine 50
P4516 Esophagogastroduodenoscopy [EGD] with closed biopsy 130
P3893 Venous catheterization, not elsewhere classified 20
P9905 Transfusion of platelets 20
P9907 Transfusion of other serum 60
P4542 Endoscopic polypectomy of large intestine 80
DRG Distribution
DRG Code Description Count
DG175 DRG V24 : G.I. HEMORRHAGE W/O CC 90
DG569 DRG V24 : MAJOR SMALL & LARGE BOWEL PROCEDURES W CC W MAJOR GI DX 40
DG174 DRG V24 : G.I. HEMORRHAGE W CC 620
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 80
D71590 Osteoarthrosis, unspecified whether generalized or localized, site unspecified 0 0 40
D2113 Benign neoplasm of colon 0 0 50
D2800 Iron deficiency anemia secondary to blood loss (chronic) 0 0 110
D4553 External hemorrhoids without mention of complication 0 0 20
D5990 Urinary tract infection, site not specified 0 0 20
D4550 Internal hemorrhoids without mention of complication 0 0 110
D40390 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage I through stage IV, or unspecified 0 0 30
D4280 Congestive heart failure, unspecified 0 0 40
D53550 Unspecified gastritis and gastroduodenitis, without mention of hemorrhage 0 0 30
D2859 Anemia, unspecified 0 0 50
D2449 Unspecified acquired hypothyroidism 0 0 30
D2851 Acute posthemorrhagic anemia 0 0 170
DV5861 Long-term (current) use of anticoagulants 0 0 20
D4589 Hypotension, unspecified 0 0 20
DV5866 Long-term (current) use of aspirin 0 0 50
D73300 Osteoporosis, unspecified 0 0 20
D42731 Atrial fibrillation 0 0 50
D53081 Esophageal reflux 0 0 40
D2720 Pure hypercholesterolemia 0 0 30
D5533 Diaphragmatic hernia without mention of obstruction or gangrene 0 0 50
D2768 Hypopotassemia 0 0 30
D41401 Coronary atherosclerosis of native coronary artery 0 0 50
DV1582 Personal history of tobacco use 0 0 40
D2724 Other and unspecified hyperlipidemia 0 0 110
D4019 Unspecified essential hypertension 0 0 250
D5859 Chronic kidney disease, unspecified 0 0 20
D60000 Hypertrophy (benign) of prostate without urinary obstruction and other lower urinary tract symptom (LUTS) 0 0 20
D56212 Diverticulosis of colon with hemorrhage 780 0 430
D27800 Obesity, unspecified 0 0 30
D53540 Other specified gastritis, without mention of hemorrhage 0 0 20
External Causes Distribution
External Cause Code Description Count
EE8490 Accident in home 30