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)

620

Sex Count
Male 340
Female 280
In hospital
Mortality
Length of Stay Distribution
Mean LOS: 3.78 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 to home ( N1_f )

Mean ΔT: 3.06 days FQ: 2 days Median: 2 days TQ: 4 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 110
Another hospital 90
Another health facility including LTC 90
Emergency department 110
Unknown 100
Court/Law enforcement 100
Disposition Distribution
Disposition Count
Routine 620
Payer Distribution
Payer Count
Medicare 90
Medicaid 100
Private insurance 80
Self-pay 100
Other payer 70
Unknown payer 70
No charge 90
Race Distribution
Race Count
White 80
Black 90
Hispanic 90
Asian or Pacific Islander 100
Native American 80
Other 80
Race missing, unknown 70
State variation
S1 S2
Count 300 320
Sex : Male 53.3% 56.3%
Sex : Female 43.3% 43.8%
Source : Routine, birth, etc 16.7% 15.6%
Source : Another hospital 13.3% 15.6%
Source : Another health facility including LTC 13.3% 12.5%
Source : Emergency department 16.7% 15.6%
Source : Unknown 13.3% 15.6%
Source : Court/Law enforcement 16.7% 15.6%
Disposition : Routine 100.0% 100.0%
Payer : Medicare 13.3% 12.5%
Payer : Medicaid 16.7% 12.5%
Payer : Private insurance 13.3% 12.5%
Payer : Self-pay 13.3% 18.8%
Payer : Other payer 10.0% 12.5%
Payer : Unknown payer 10.0% 9.4%
Payer : No charge 13.3% 12.5%
Race : White 13.3% 12.5%
Race : Black 13.3% 12.5%
Race : Hispanic 16.7% 12.5%
Race : Asian or Pacific Islander 13.3% 15.6%
Race : Native American 10.0% 12.5%
Race : Other 10.0% 15.6%
Race : Race missing, unknown 10.0% 12.5%
Yearly variation
2006 2007
Count 130 110
Sex : Male 46.2% 45.5%
Sex : Female 46.2% 45.5%
Source : Routine, birth, etc 15.4% 18.2%
Source : Another hospital 15.4% 0%
Source : Emergency department 15.4% 0%
Source : Court/Law enforcement 15.4% 0%
Disposition : Routine 100.0% 100.0%
Payer : Medicare 15.4% 0%
Payer : Other payer 15.4% 0%
Race : Hispanic 15.4% 0%
Payer : Medicaid 0% 18.2%
Race : White 0% 18.2%
Age Distribution
Age Count
80 - 99 350
40 - 59 30
60 - 79 230
Mean age First quartile Median Third quartile
79.79 years 73 years 82 years 88 years
85 >= Age > 65 Age > 85
Count 330 210
Sex : Male 54.5% 47.6%
Sex : Female 42.4% 52.4%
Source : Routine, birth, etc 15.2% 19.0%
Source : Another hospital 15.2% 14.3%
Source : Another health facility including LTC 15.2% 14.3%
Source : Emergency department 15.2% 14.3%
Source : Unknown 15.2% 19.0%
Source : Court/Law enforcement 15.2% 14.3%
Disposition : Routine 100.0% 100.0%
Payer : Medicare 12.1% 14.3%
Payer : Medicaid 15.2% 14.3%
Payer : Private insurance 12.1% 14.3%
Payer : Self-pay 15.2% 14.3%
Payer : Other payer 12.1% 9.5%
Payer : No charge 12.1% 14.3%
Payer : Unknown payer 9.1% 9.5%
Race : White 12.1% 14.3%
Race : Black 15.2% 9.5%
Race : Hispanic 15.2% 9.5%
Race : Asian or Pacific Islander 15.2% 9.5%
Race : Native American 9.1% 14.3%
Race : Other 12.1% 14.3%
Race : Race missing, unknown 9.1% 9.5%
Procedure Distribution
Procedure Code Description Count
P8847 Arteriography of other intra-abdominal arteries 20
P9904 Transfusion of packed cells 620
P4523 Colonoscopy 360
P4513 Other endoscopy of small intestine 140
P4543 Endoscopic destruction of other lesion or tissue of large intestine 30
P4525 Closed [endoscopic] biopsy of large intestine 40
P4516 Esophagogastroduodenoscopy [EGD] with closed biopsy 100
P9907 Transfusion of other serum 40
P4542 Endoscopic polypectomy of large intestine 60
DRG Distribution
DRG Code Description Count
DG175 DRG V24 : G.I. HEMORRHAGE W/O CC 80
DG569 DRG V24 : MAJOR SMALL & LARGE BOWEL PROCEDURES W CC W MAJOR GI DX 20
DG174 DRG V24 : G.I. HEMORRHAGE W CC 500
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 60
D71590 Osteoarthrosis, unspecified whether generalized or localized, site unspecified 0 0 30
D2113 Benign neoplasm of colon 0 0 40
D2800 Iron deficiency anemia secondary to blood loss (chronic) 0 0 90
D4550 Internal hemorrhoids without mention of complication 0 0 100
D40390 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage I through stage IV, or unspecified 0 0 20
D4280 Congestive heart failure, unspecified 0 0 20
D2859 Anemia, unspecified 0 0 40
D2449 Unspecified acquired hypothyroidism 0 0 30
D2851 Acute posthemorrhagic anemia 0 0 150
D53550 Unspecified gastritis and gastroduodenitis, without mention of hemorrhage 0 0 20
DV5866 Long-term (current) use of aspirin 0 0 40
D73300 Osteoporosis, unspecified 0 0 20
D42731 Atrial fibrillation 0 0 40
D53081 Esophageal reflux 0 0 40
D2720 Pure hypercholesterolemia 0 0 20
D5533 Diaphragmatic hernia without mention of obstruction or gangrene 0 0 40
D2768 Hypopotassemia 0 0 20
D41401 Coronary atherosclerosis of native coronary artery 0 0 30
DV1582 Personal history of tobacco use 0 0 30
D2724 Other and unspecified hyperlipidemia 0 0 100
D4019 Unspecified essential hypertension 0 0 220
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 620 0 360
D27800 Obesity, unspecified 0 0 20
D53540 Other specified gastritis, without mention of hemorrhage 0 0 20
External Causes Distribution
External Cause Code Description Count
EE8490 Accident in home 20