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)

700

Sex Count
Male 410
Female 290
In hospital
Mortality
Length of Stay Distribution
Mean LOS: 4.16 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 Endoscopic control of gastric or duodenal bleeding ( P4443 )

Mean ΔT: 0.69 days FQ: 0 days Median: 0 days TQ: 1 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 110
Another hospital 130
Another health facility including LTC 130
Emergency department 110
Unknown 100
Court/Law enforcement 100
Disposition Distribution
Disposition Count
Routine 540
Transfer other SNF, ICF, etc. 60
Home Health Care 60
Payer Distribution
Payer Count
Medicare 100
Medicaid 90
Private insurance 90
Other payer 90
Unknown payer 110
No charge 120
Self-pay 80
Race Distribution
Race Count
White 110
Black 80
Hispanic 110
Asian or Pacific Islander 90
Native American 100
Other 100
Race missing, unknown 100
State variation
S1 S2
Count 350 350
Sex : Male 60.0% 57.1%
Sex : Female 37.1% 42.9%
Source : Routine, birth, etc 14.3% 14.3%
Source : Another hospital 20.0% 17.1%
Source : Another health facility including LTC 17.1% 17.1%
Source : Emergency department 17.1% 14.3%
Source : Unknown 11.4% 14.3%
Source : Court/Law enforcement 14.3% 14.3%
Disposition : Routine 77.1% 74.3%
Disposition : Home Health Care 8.6% 8.6%
Disposition : Transfer other SNF, ICF, etc. 5.7% 11.4%
Payer : Medicare 14.3% 14.3%
Payer : Medicaid 11.4% 11.4%
Payer : Private insurance 14.3% 11.4%
Payer : Other payer 11.4% 14.3%
Payer : Unknown payer 14.3% 14.3%
Payer : No charge 17.1% 17.1%
Payer : Self-pay 11.4% 11.4%
Race : White 14.3% 17.1%
Race : Black 11.4% 11.4%
Race : Hispanic 17.1% 14.3%
Race : Asian or Pacific Islander 11.4% 11.4%
Race : Native American 14.3% 11.4%
Race : Other 14.3% 14.3%
Race : Race missing, unknown 14.3% 14.3%
Yearly variation
2006 2007 2008 2009 2010 2011
Count 140 100 110 100 110 120
Sex : Male 64.3% 60.0% 45.5% 60.0% 54.5% 58.3%
Sex : Female 35.7% 30.0% 54.5% 30.0% 36.4% 41.7%
Source : Another hospital 21.4% 0% 0% 20.0% 0% 16.7%
Source : Another health facility including LTC 14.3% 0% 18.2% 0% 18.2% 16.7%
Source : Emergency department 14.3% 0% 18.2% 0% 18.2% 0%
Source : Unknown 14.3% 20.0% 0% 0% 0% 0%
Source : Court/Law enforcement 14.3% 0% 0% 0% 0% 16.7%
Disposition : Routine 78.6% 80.0% 72.7% 70.0% 72.7% 75.0%
Payer : Medicare 14.3% 0% 0% 0% 0% 0%
Payer : Unknown payer 14.3% 0% 0% 0% 0% 0%
Payer : No charge 21.4% 0% 0% 0% 0% 16.7%
Race : White 14.3% 0% 18.2% 0% 0% 0%
Race : Hispanic 14.3% 0% 0% 0% 0% 16.7%
Race : Other 14.3% 0% 0% 0% 0% 0%
Race : Race missing, unknown 14.3% 0% 0% 0% 18.2% 0%
Payer : Medicaid 0% 0% 18.2% 0% 0% 16.7%
Source : Routine, birth, etc 0% 0% 0% 20.0% 0% 16.7%
Payer : Private insurance 0% 0% 0% 20.0% 0% 0%
Race : Native American 0% 0% 0% 20.0% 0% 0%
Race : Asian or Pacific Islander 0% 0% 0% 0% 18.2% 0%
Age Distribution
Age Count
80 - 99 290
40 - 59 110
60 - 79 260
20 - 39 20
Mean age First quartile Median Third quartile
73.64 years 63 years 76 years 86 years
65 >= Age > 45 85 >= Age > 65 Age > 85
Count 160 300 190
Sex : Male 68.8% 56.7% 47.4%
Sex : Female 25.0% 43.3% 52.6%
Source : Routine, birth, etc 18.8% 13.3% 15.8%
Source : Another hospital 12.5% 16.7% 21.1%
Source : Another health facility including LTC 18.8% 16.7% 15.8%
Source : Emergency department 12.5% 16.7% 15.8%
Source : Unknown 12.5% 13.3% 10.5%
Source : Court/Law enforcement 12.5% 16.7% 10.5%
Disposition : Routine 87.5% 80.0% 52.6%
Disposition : Home Health Care 0% 6.7% 15.8%
Disposition : Transfer other SNF, ICF, etc. 0% 6.7% 21.1%
Payer : Medicare 12.5% 13.3% 15.8%
Payer : Medicaid 12.5% 10.0% 15.8%
Payer : Private insurance 12.5% 10.0% 10.5%
Payer : Self-pay 0% 13.3% 10.5%
Payer : Other payer 0% 13.3% 10.5%
Payer : Unknown payer 18.8% 13.3% 10.5%
Payer : No charge 18.8% 16.7% 15.8%
Race : White 12.5% 13.3% 15.8%
Race : Black 0% 13.3% 0%
Race : Hispanic 12.5% 16.7% 10.5%
Race : Asian or Pacific Islander 0% 10.0% 15.8%
Race : Native American 12.5% 13.3% 10.5%
Race : Other 12.5% 10.0% 15.8%
Race : Race missing, unknown 18.8% 13.3% 0%
Procedure Distribution
Procedure Code Description Count
P9904 Transfusion of packed cells 700
P9929 Injection or infusion of other therapeutic or prophylactic substance 20
P4443_2 Endoscopic control of gastric or duodenal bleeding 2nd 30
P4523 Colonoscopy 40
P4513 Other endoscopy of small intestine 40
P4516 Esophagogastroduodenoscopy [EGD] with closed biopsy 240
P3893 Venous catheterization, not elsewhere classified 30
P9905 Transfusion of platelets 20
P9907 Transfusion of other serum 70
P4443 Endoscopic control of gastric or duodenal bleeding 700
DRG Distribution
DRG Code Description Count
DG174 DRG V24 : G.I. HEMORRHAGE W CC 700
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D496 Chronic airway obstruction, not elsewhere classified 0 0 20
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 50
D71590 Osteoarthrosis, unspecified whether generalized or localized, site unspecified 0 0 20
D2800 Iron deficiency anemia secondary to blood loss (chronic) 0 0 140
D4280 Congestive heart failure, unspecified 0 0 20
D5849 Acute kidney failure, unspecified 0 0 20
D53550 Unspecified gastritis and gastroduodenitis, without mention of hemorrhage 0 0 20
D2859 Anemia, unspecified 0 0 20
D2449 Unspecified acquired hypothyroidism 0 0 20
D53100 Acute gastric ulcer with hemorrhage, without mention of obstruction 50 0 30
D53140 Chronic or unspecified gastric ulcer with hemorrhage, without mention of obstruction 180 0 110
D53200 Acute duodenal ulcer with hemorrhage, without mention of obstruction 50 0 30
D2851 Acute posthemorrhagic anemia 0 0 210
DV5861 Long-term (current) use of anticoagulants 0 0 30
D4589 Hypotension, unspecified 0 0 20
D7802 Syncope and collapse 0 0 20
DV5866 Long-term (current) use of aspirin 0 0 20
D53240 Chronic or unspecified duodenal ulcer with hemorrhage, without mention of obstruction 200 0 130
D42731 Atrial fibrillation 0 0 40
D3051 Tobacco use disorder 0 0 40
D53081 Esophageal reflux 0 0 20
DV4581 Aortocoronary bypass status 0 0 20
D5533 Diaphragmatic hernia without mention of obstruction or gangrene 0 0 50
D2724 Other and unspecified hyperlipidemia 0 0 80
DV4582 Percutaneous transluminal coronary angioplasty status 0 0 20
D41401 Coronary atherosclerosis of native coronary artery 0 0 30
D41400 Coronary atherosclerosis of unspecified type of vessel, native or graft 0 0 20
DV1582 Personal history of tobacco use 0 0 40
D2768 Hypopotassemia 0 0 30
D4019 Unspecified essential hypertension 0 0 190
D5859 Chronic kidney disease, unspecified 0 0 20
D27651 Dehydration 0 0 30
D56210 Diverticulosis of colon (without mention of hemorrhage) 0 0 20
D40390 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage I through stage IV, or unspecified 0 0 30
D04186 Helicobacter pylori [H. pylori] 0 0 40
D5789 Hemorrhage of gastrointestinal tract, unspecified 20 0 0
D53783 Angiodysplasia of stomach and duodenum with hemorrhage 90 0 40
D53784 Dielulafoy lesion (hemorrhagic) of stomach and duodenum 40 0 0
External Causes Distribution
External Cause Code Description Count
EE9353 Salicylates causing adverse effects in therapeutic use 40
EE9342 Anticoagulants causing adverse effects in therapeutic use 20
EE9359 Unspecified analgesic and antipyretic causing adverse effects in therapeutic use 50
EE8490 Accident in home 130
EE8497 Accidents occurring in residential institution 20
EE9356 Antirheumatics [antiphlogistics] causing adverse effects in therapeutic use 20