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)

720

Sex Count
Male 360
Female 360
In hospital
Mortality

12.5 %

Length of Stay Distribution
Mean LOS: 15.77 days FQ: 8 days Median: 13 days TQ: 19 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Transferred in from Hospital ( N1_h ) followed by Parenteral infusion of concentrated nutritional substances ( P9915 )

Mean ΔT: 4.74 days FQ: 1 days Median: 3 days TQ: 6 days

Variation by ΔT for

Source Distribution
Source Count
Another hospital 720
Disposition Distribution
Disposition Count
Routine 280
Transfer to short-term hospital 30
Home Health Care 160
Died in hospital 90
Transfer other SNF, ICF, etc. 150
Payer Distribution
Payer Count
Medicare 100
Medicaid 90
Private insurance 100
Self-pay 90
Other payer 110
Unknown payer 90
No charge 110
Race Distribution
Race Count
White 100
Black 100
Hispanic 120
Asian or Pacific Islander 90
Native American 100
Other 110
Race missing, unknown 80
State variation
S1 S2
Count 370 350
Sex : Male 51.4% 48.6%
Sex : Female 48.6% 51.4%
Source : Another hospital 100.0% 100.0%
Disposition : Routine 40.5% 37.1%
Disposition : Transfer to short-term hospital 0% 5.7%
Disposition : Home Health Care 24.3% 20.0%
Disposition : Died in hospital 10.8% 11.4%
Disposition : Transfer other SNF, ICF, etc. 18.9% 22.9%
Payer : Medicare 13.5% 14.3%
Payer : Medicaid 13.5% 11.4%
Payer : Private insurance 10.8% 17.1%
Payer : Self-pay 13.5% 11.4%
Payer : Other payer 18.9% 11.4%
Payer : Unknown payer 10.8% 14.3%
Payer : No charge 13.5% 14.3%
Race : White 13.5% 11.4%
Race : Black 13.5% 14.3%
Race : Hispanic 16.2% 17.1%
Race : Asian or Pacific Islander 13.5% 8.6%
Race : Native American 13.5% 14.3%
Race : Other 10.8% 17.1%
Race : Race missing, unknown 10.8% 8.6%
Yearly variation
2006 2007 2008 2009 2010
Count 150 110 140 100 100
Sex : Male 40.0% 45.5% 57.1% 50.0% 50.0%
Sex : Female 53.3% 45.5% 42.9% 50.0% 40.0%
Source : Another hospital 100.0% 100.0% 100.0% 100.0% 100.0%
Disposition : Routine 33.3% 18.2% 42.9% 40.0% 40.0%
Disposition : Home Health Care 20.0% 27.3% 14.3% 0% 20.0%
Disposition : Died in hospital 20.0% 0% 14.3% 0% 0%
Disposition : Transfer other SNF, ICF, etc. 13.3% 18.2% 21.4% 20.0% 20.0%
Payer : Private insurance 13.3% 0% 14.3% 0% 0%
Payer : Self-pay 13.3% 0% 0% 0% 0%
Payer : Other payer 13.3% 0% 14.3% 0% 20.0%
Payer : Unknown payer 13.3% 0% 0% 0% 0%
Payer : No charge 13.3% 0% 14.3% 0% 0%
Race : Black 13.3% 0% 14.3% 0% 0%
Race : Hispanic 20.0% 0% 0% 0% 20.0%
Payer : Medicare 0% 18.2% 14.3% 0% 0%
Race : White 0% 0% 14.3% 0% 0%
Race : Native American 0% 0% 14.3% 0% 0%
Race : Other 0% 0% 14.3% 20.0% 0%
Race : Race missing, unknown 0% 0% 14.3% 0% 0%
Age Distribution
Age Count
20 - 39 40
40 - 59 140
60 - 79 290
80 - 99 230
Mean age First quartile Median Third quartile
69.95 years 59 years 71 years 83 years
65 >= Age > 45 85 >= Age > 65 Age > 85
Count 190 300 150
Sex : Male 47.4% 53.3% 40.0%
Sex : Female 52.6% 46.7% 53.3%
Source : Another hospital 100.0% 100.0% 100.0%
Disposition : Routine 52.6% 33.3% 13.3%
Disposition : Home Health Care 21.1% 23.3% 13.3%
Disposition : Died in hospital 0% 13.3% 20.0%
Disposition : Transfer other SNF, ICF, etc. 0% 23.3% 33.3%
Payer : Medicare 10.5% 13.3% 13.3%
Payer : Medicaid 10.5% 13.3% 0%
Payer : Private insurance 10.5% 16.7% 0%
Payer : Self-pay 10.5% 10.0% 13.3%
Payer : Other payer 10.5% 13.3% 13.3%
Payer : Unknown payer 15.8% 10.0% 0%
Payer : No charge 10.5% 13.3% 13.3%
Race : White 10.5% 10.0% 13.3%
Race : Black 15.8% 10.0% 13.3%
Race : Hispanic 15.8% 16.7% 13.3%
Race : Asian or Pacific Islander 10.5% 13.3% 0%
Race : Native American 10.5% 13.3% 13.3%
Race : Other 10.5% 13.3% 13.3%
Race : Race missing, unknown 0% 10.0% 0%
Procedure Distribution
Procedure Code Description Count
P4525 Closed [endoscopic] biopsy of large intestine 30
P4576 Open and other sigmoidectomy 30
P5491 Percutaneous abdominal drainage 40
P8801 Computerized axial tomography of abdomen 20
P5459 Other lysis of peritoneal adhesions 40
P3893_2 Venous catheterization, not elsewhere classified 2nd 20
P9604 Insertion of endotracheal tube 60
P9915 Parenteral infusion of concentrated nutritional substances 720
P4562 Other partial resection of small intestine 20
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 40
P9904 Transfusion of packed cells 180
P4513 Other endoscopy of small intestine 20
P3893 Venous catheterization, not elsewhere classified 330
P9905 Transfusion of platelets 30
P9607 Insertion of other (naso-)gastric tube 20
P4573 Open and other right hemicolectomy 20
P4516 Esophagogastroduodenoscopy [EGD] with closed biopsy 30
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 30
P9390 Non-invasive mechanical ventilation 20
P9907 Transfusion of other serum 30
DRG Distribution
DRG Code Description Count
DG204 DRG V24 : DISORDERS OF PANCREAS EXCEPT MALIGNANCY 20
DG576 DRG V24 : SEPTICEMIA W/O MV 96+ HOURS AGE >17 30
DG569 DRG V24 : MAJOR SMALL & LARGE BOWEL PROCEDURES W CC W MAJOR GI DX 80
DG570 DRG V24 : MAJOR SMALL & LARGE BOWEL PROCEDURES W CC W/O MAJOR GI DX 30
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D78791 Diarrhea 0 0 20
D5601 Paralytic ileus 0 0 60
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 30
D5119 Unspecified pleural effusion 0 0 20
D5609 Unspecified intestinal obstruction 0 0 20
D00845 Intestinal infection due to Clostridium difficile 0 0 20
D3051 Tobacco use disorder 0 0 30
D4280 Congestive heart failure, unspecified 0 0 20
D5849 Acute kidney failure, unspecified 0 0 30
D2859 Anemia, unspecified 0 0 40
D2449 Unspecified acquired hypothyroidism 0 0 20
D99592 Severe sepsis 0 0 30
D51881 Acute respiratory failure 0 0 30
D9974 Digestive system complications, not elsewhere classified 0 0 50
D42731 Atrial fibrillation 0 0 30
D486 Pneumonia, organism unspecified 0 0 20
D53081 Esophageal reflux 0 0 30
D2768 Hypopotassemia 0 0 50
D56081 Intestinal or peritoneal adhesions with obstruction (postoperative) (postinfection) 20 0 20
DV1582 Personal history of tobacco use 0 0 20
D2724 Other and unspecified hyperlipidemia 0 0 30
D4019 Unspecified essential hypertension 0 0 110
D5990 Urinary tract infection, site not specified 0 0 30
D5770 Acute pancreatitis 30 0 30
D27651 Dehydration 0 0 40
D56211 Diverticulitis of colon (without mention of hemorrhage) 20 0 0
D2639 Unspecified protein-calorie malnutrition 0 0 60
D0389 Unspecified septicemia 30 0 20
External Causes Distribution
External Cause Code Description Count
EE8497 Accidents occurring in residential institution 150
EE9331 Antineoplastic and immunosuppressive drugs causing adverse effects in therapeutic use 30
EE8788 Other specified surgical operations and procedures causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation 20
EE8490 Accident in home 50
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