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)

430

Sex Count
Male 200
Female 220
In hospital
Mortality

6.98 %

Length of Stay Distribution
Mean LOS: 16.85 days FQ: 11 days Median: 15 days TQ: 20 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Parenteral infusion of concentrated nutritional substances ( P9915 ) followed by Discharge, Transferred or Died ( N1_x )

Mean ΔT: 11.98 days FQ: 6 days Median: 10 days TQ: 15 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 70
Another hospital 80
Another health facility including LTC 60
Emergency department 60
Unknown 70
Court/Law enforcement 70
Disposition Distribution
Disposition Count
Routine 160
Home Health Care 110
Died in hospital 30
Transfer other SNF, ICF, etc. 100
Payer Distribution
Payer Count
Medicare 60
Private insurance 50
Self-pay 50
Other payer 50
Unknown payer 60
No charge 60
Medicaid 60
Race Distribution
Race Count
White 60
Black 60
Hispanic 50
Asian or Pacific Islander 60
Native American 70
Other 60
Race missing, unknown 40
State variation
S1 S2
Count 200 220
Sex : Male 45.0% 45.5%
Sex : Female 50.0% 50.0%
Source : Routine, birth, etc 10.0% 18.2%
Source : Another hospital 20.0% 13.6%
Source : Another health facility including LTC 15.0% 13.6%
Source : Emergency department 15.0% 9.1%
Source : Unknown 10.0% 18.2%
Source : Court/Law enforcement 15.0% 13.6%
Disposition : Routine 40.0% 36.4%
Disposition : Home Health Care 30.0% 22.7%
Disposition : Transfer other SNF, ICF, etc. 20.0% 22.7%
Payer : Medicare 15.0% 13.6%
Payer : Private insurance 10.0% 13.6%
Payer : Self-pay 10.0% 13.6%
Payer : Other payer 10.0% 9.1%
Payer : Unknown payer 15.0% 9.1%
Payer : No charge 15.0% 13.6%
Payer : Medicaid 15.0% 13.6%
Race : White 15.0% 13.6%
Race : Black 10.0% 13.6%
Race : Hispanic 10.0% 9.1%
Race : Asian or Pacific Islander 15.0% 13.6%
Race : Native American 20.0% 13.6%
Race : Other 10.0% 13.6%
Race : Race missing, unknown 0% 9.1%
Yearly variation
Count
Age Distribution
Age Count
80 - 99 140
40 - 59 70
60 - 79 180
Mean age First quartile Median Third quartile
71.57 years 61 years 74 years 84 years
65 >= Age > 45 85 >= Age > 65
Count 110 190
Sex : Male 54.5% 42.1%
Sex : Female 45.5% 52.6%
Source : Routine, birth, etc 0% 10.5%
Source : Another hospital 18.2% 15.8%
Source : Another health facility including LTC 0% 15.8%
Source : Emergency department 0% 10.5%
Source : Unknown 0% 15.8%
Source : Court/Law enforcement 0% 15.8%
Disposition : Routine 54.5% 36.8%
Disposition : Home Health Care 36.4% 26.3%
Disposition : Transfer other SNF, ICF, etc. 0% 26.3%
Payer : Medicare 18.2% 15.8%
Payer : Medicaid 0% 10.5%
Payer : Private insurance 0% 10.5%
Payer : Self-pay 0% 15.8%
Payer : Other payer 0% 10.5%
Payer : Unknown payer 0% 10.5%
Payer : No charge 0% 15.8%
Race : Black 0% 15.8%
Race : Hispanic 0% 10.5%
Race : Asian or Pacific Islander 0% 15.8%
Race : Native American 18.2% 15.8%
Race : Other 0% 10.5%
Procedure Distribution
Procedure Code Description Count
P5459 Other lysis of peritoneal adhesions 90
P9904 Transfusion of packed cells 110
P9915 Parenteral infusion of concentrated nutritional substances 430
P4575 Open and other left hemicolectomy 20
P9607 Insertion of other (naso-)gastric tube 20
P4573 Open and other right hemicolectomy 60
P4562 Other partial resection of small intestine 100
P4576 Open and other sigmoidectomy 60
P3893 Venous catheterization, not elsewhere classified 230
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 30
P5491 Percutaneous abdominal drainage 20
P4593 Other small-to-large intestinal anastomosis 20
P4610 Colostomy, not otherwise specified 40
DRG Distribution
DRG Code Description Count
DG569 DRG V24 : MAJOR SMALL & LARGE BOWEL PROCEDURES W CC W MAJOR GI DX 430
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D5601 Paralytic ileus 0 0 70
D56722 Peritoneal abscess 0 0 20
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 20
D2859 Anemia, unspecified 0 0 30
D1533 Malignant neoplasm of sigmoid colon 20 0 0
D4019 Unspecified essential hypertension 0 0 50
D56211 Diverticulitis of colon (without mention of hemorrhage) 70 0 30
D2768 Hypopotassemia 0 0 40
D56081 Intestinal or peritoneal adhesions with obstruction (postoperative) (postinfection) 60 0 40
D99859 Other postoperative infection 0 0 20
D56983 Perforation of intestine 0 0 20
DV1582 Personal history of tobacco use 0 0 20
D2724 Other and unspecified hyperlipidemia 0 0 30
D5609 Unspecified intestinal obstruction 0 0 20
D5180 Pulmonary collapse 0 0 20
D56089 Other specified intestinal obstruction 0 0 30
D2639 Unspecified protein-calorie malnutrition 0 0 30
D5695 Abscess of intestine 0 0 20
D5849 Acute kidney failure, unspecified 0 0 20
D9974 Digestive system complications, not elsewhere classified 0 0 50
D27651 Dehydration 0 0 30
External Causes Distribution
External Cause Code Description Count
EE8788 Other specified surgical operations and procedures causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation 20
EE8782 Surgical operation with anastomosis, bypass, or graft, with natural or artificial tissues used as implant causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation 20
EE8497 Accidents occurring in residential institution 120