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)

400

Sex Count
Male 220
Female 180
In hospital
Mortality
Length of Stay Distribution
Mean LOS: 7.45 days FQ: 4 days Median: 6 days TQ: 9 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Admission all sources ( N1_a ) followed by Discharged or Transferred alive ( N1_d )

Mean ΔT: 7.45 days FQ: 4 days Median: 6 days TQ: 9 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 80
Another hospital 60
Another health facility including LTC 60
Emergency department 60
Unknown 60
Court/Law enforcement 60
Disposition Distribution
Disposition Count
Routine 290
Home Health Care 70
Transfer other SNF, ICF, etc. 30
Payer Distribution
Payer Count
Medicare 60
Medicaid 50
Private insurance 60
Self-pay 60
Other payer 50
Unknown payer 40
No charge 60
Race Distribution
Race Count
White 50
Black 60
Hispanic 50
Native American 60
Other 50
Race missing, unknown 60
Asian or Pacific Islander 50
State variation
S1 S2
Count 200 200
Sex : Male 55.0% 50.0%
Sex : Female 40.0% 45.0%
Source : Routine, birth, etc 20.0% 15.0%
Source : Another hospital 10.0% 20.0%
Source : Another health facility including LTC 15.0% 15.0%
Source : Emergency department 15.0% 10.0%
Source : Unknown 10.0% 15.0%
Source : Court/Law enforcement 15.0% 15.0%
Disposition : Routine 70.0% 75.0%
Disposition : Home Health Care 15.0% 15.0%
Payer : Medicare 15.0% 15.0%
Payer : Medicaid 10.0% 10.0%
Payer : Private insurance 10.0% 15.0%
Payer : Self-pay 10.0% 15.0%
Payer : Other payer 15.0% 10.0%
Payer : No charge 15.0% 15.0%
Race : White 10.0% 10.0%
Race : Black 10.0% 15.0%
Race : Hispanic 10.0% 15.0%
Race : Asian or Pacific Islander 10.0% 15.0%
Race : Native American 15.0% 15.0%
Race : Other 15.0% 10.0%
Race : Race missing, unknown 10.0% 15.0%
Payer : Unknown payer 15.0% 0%
Yearly variation
Count
Age Distribution
Age Count
80 - 99 90
40 - 59 100
60 - 79 210
Mean age First quartile Median Third quartile
69.0 years 59 years 69 years 79 years
65 >= Age > 45 85 >= Age > 65
Count 150 200
Sex : Male 46.7% 65.0%
Sex : Female 53.3% 35.0%
Source : Routine, birth, etc 13.3% 20.0%
Source : Another hospital 13.3% 15.0%
Source : Another health facility including LTC 13.3% 10.0%
Source : Emergency department 13.3% 10.0%
Source : Unknown 0% 15.0%
Source : Court/Law enforcement 20.0% 10.0%
Disposition : Routine 80.0% 70.0%
Disposition : Home Health Care 13.3% 15.0%
Payer : Medicare 13.3% 10.0%
Payer : Medicaid 0% 10.0%
Payer : Private insurance 13.3% 15.0%
Payer : Self-pay 0% 20.0%
Payer : Other payer 13.3% 10.0%
Payer : No charge 13.3% 15.0%
Race : White 0% 15.0%
Race : Black 13.3% 10.0%
Race : Hispanic 13.3% 10.0%
Race : Asian or Pacific Islander 13.3% 10.0%
Race : Native American 13.3% 15.0%
Race : Other 13.3% 15.0%
Race : Race missing, unknown 13.3% 15.0%
Payer : Unknown payer 13.3% 0%
Procedure Distribution
Procedure Code Description Count
P4824 Closed [endoscopic] biopsy of rectum 20
P9904 Transfusion of packed cells 50
P4863 Other anterior resection of rectum 170
P5421 Laparoscopy 30
P4525 Closed [endoscopic] biopsy of large intestine 30
P4576 Open and other sigmoidectomy 30
P3893 Venous catheterization, not elsewhere classified 20
P4823 Rigid proctosigmoidoscopy 20
P4869 Other resection of rectum 20
DRG Distribution
DRG Code Description Count
DG569 DRG V24 : MAJOR SMALL & LARGE BOWEL PROCEDURES W CC W MAJOR GI DX 20
DG147 DRG V24 : RECTAL RESECTION W/O CC 60
DG149 DRG V24 : MAJOR SMALL & LARGE BOWEL PROCEDURES W/O CC 30
DG172 DRG V24 : DIGESTIVE MALIGNANCY W CC 50
DG146 DRG V24 : RECTAL RESECTION W CC 120
DG570 DRG V24 : MAJOR SMALL & LARGE BOWEL PROCEDURES W CC W/O MAJOR GI DX 90
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 50
D5601 Paralytic ileus 0 0 30
D1962 Secondary and unspecified malignant neoplasm of intra-abdominal lymph nodes 0 0 40
D2859 Anemia, unspecified 0 0 20
D2724 Other and unspecified hyperlipidemia 0 0 30
D1540 Malignant neoplasm of rectosigmoid junction 400 0 380
DV1582 Personal history of tobacco use 0 0 20
D4019 Unspecified essential hypertension 0 0 110
D9974 Digestive system complications, not elsewhere classified 0 0 20
D1977 Malignant neoplasm of liver, secondary 0 0 40
External Causes Distribution
External Cause Code Description Count
EE8497 Accidents occurring in residential institution 30