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.

Transfusion of packed cells ( P9904 ) followed by Colonoscopy ( P4523 )

In visits with Primary Diagnosis: Diverticulosis of colon with hemorrhage ( D56212 )

Adult patients (Age > 20 years)

Visits
Adult patients (Age > 20 years)

380

Sex Count
Male 200
Female 180
In hospital
Mortality
Length of Stay Distribution
Mean LOS: 4.08 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 Colonoscopy ( P4523 )

Mean ΔT: 1.09 days FQ: 0 days Median: 1 days TQ: 1 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 60
Another hospital 50
Another health facility including LTC 60
Emergency department 60
Court/Law enforcement 70
Unknown 50
Disposition Distribution
Disposition Count
Routine 310
Home Health Care 20
Transfer other SNF, ICF, etc. 30
Payer Distribution
Payer Count
Medicare 70
Medicaid 50
Private insurance 50
Self-pay 60
Other payer 30
Unknown payer 40
No charge 50
Race Distribution
Race Count
White 50
Black 40
Hispanic 60
Asian or Pacific Islander 40
Native American 50
Other 60
Race missing, unknown 50
State variation
S1 S2
Count 190 190
Sex : Male 52.6% 47.4%
Sex : Female 42.1% 47.4%
Source : Routine, birth, etc 15.8% 15.8%
Source : Another hospital 10.5% 15.8%
Source : Another health facility including LTC 15.8% 15.8%
Source : Emergency department 15.8% 10.5%
Source : Unknown 10.5% 10.5%
Source : Court/Law enforcement 15.8% 15.8%
Disposition : Routine 78.9% 78.9%
Payer : Medicare 15.8% 15.8%
Payer : Medicaid 15.8% 10.5%
Payer : Private insurance 10.5% 10.5%
Payer : Self-pay 10.5% 15.8%
Payer : Unknown payer 10.5% 10.5%
Payer : No charge 15.8% 10.5%
Race : White 10.5% 10.5%
Race : Black 10.5% 10.5%
Race : Hispanic 15.8% 10.5%
Race : Asian or Pacific Islander 10.5% 10.5%
Race : Native American 10.5% 10.5%
Race : Other 10.5% 15.8%
Race : Race missing, unknown 15.8% 10.5%
Yearly variation
Count
Age Distribution
Age Count
80 - 99 220
60 - 79 130
Mean age First quartile Median Third quartile
80.98 years 74 years 83 years 89 years
85 >= Age > 65 Age > 85
Count 180 150
Sex : Male 55.6% 40.0%
Sex : Female 44.4% 53.3%
Source : Routine, birth, etc 16.7% 13.3%
Source : Another hospital 16.7% 0%
Source : Another health facility including LTC 16.7% 20.0%
Source : Emergency department 16.7% 0%
Source : Unknown 11.1% 13.3%
Source : Court/Law enforcement 16.7% 20.0%
Disposition : Routine 88.9% 66.7%
Payer : Medicare 16.7% 20.0%
Payer : Medicaid 11.1% 0%
Payer : Private insurance 16.7% 0%
Payer : Self-pay 16.7% 0%
Payer : No charge 11.1% 13.3%
Race : White 11.1% 20.0%
Race : Black 11.1% 0%
Race : Hispanic 16.7% 0%
Race : Asian or Pacific Islander 11.1% 0%
Race : Native American 11.1% 13.3%
Race : Other 11.1% 13.3%
Race : Race missing, unknown 11.1% 13.3%
Disposition : Transfer other SNF, ICF, etc. 0% 13.3%
Payer : Unknown payer 0% 13.3%
Procedure Distribution
Procedure Code Description Count
P9904 Transfusion of packed cells 380
P4523 Colonoscopy 380
P4513 Other endoscopy of small intestine 120
P4516 Esophagogastroduodenoscopy [EGD] with closed biopsy 70
P9907 Transfusion of other serum 20
DRG Distribution
DRG Code Description Count
DG175 DRG V24 : G.I. HEMORRHAGE W/O CC 40
DG174 DRG V24 : G.I. HEMORRHAGE W CC 310
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 40
D71590 Osteoarthrosis, unspecified whether generalized or localized, site unspecified 0 0 20
D2859 Anemia, unspecified 0 0 30
D53081 Esophageal reflux 0 0 20
DV5866 Long-term (current) use of aspirin 0 0 30
D5533 Diaphragmatic hernia without mention of obstruction or gangrene 0 0 30
D2724 Other and unspecified hyperlipidemia 0 0 50
D2851 Acute posthemorrhagic anemia 0 0 80
D4550 Internal hemorrhoids without mention of complication 0 0 60
DV1582 Personal history of tobacco use 0 0 20
D56212 Diverticulosis of colon with hemorrhage 380 0 220
D4019 Unspecified essential hypertension 0 0 120
D2800 Iron deficiency anemia secondary to blood loss (chronic) 0 0 50
D42731 Atrial fibrillation 0 0 20
External Causes Distribution
External Cause Code Description Count