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)

610

Sex Count
Male 300
Female 310
In hospital
Mortality

16.39 %

Length of Stay Distribution
Mean LOS: 16.8 days FQ: 9 days Median: 13 days TQ: 21 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Transfusion of packed cells ( P9904 ) followed by Parenteral infusion of concentrated nutritional substances ( P9915 )

Mean ΔT: 3.89 days FQ: 0 days Median: 2 days TQ: 5 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 110
Another hospital 110
Another health facility including LTC 100
Emergency department 100
Unknown 80
Court/Law enforcement 90
Disposition Distribution
Disposition Count
Routine 200
Home Health Care 130
Died in hospital 100
Transfer other SNF, ICF, etc. 140
Payer Distribution
Payer Count
Medicare 80
Medicaid 70
Private insurance 90
Self-pay 90
Other payer 100
Unknown payer 80
No charge 80
Race Distribution
Race Count
White 90
Black 80
Hispanic 80
Asian or Pacific Islander 90
Native American 80
Other 90
Race missing, unknown 80
State variation
S1 S2
Count 310 300
Sex : Male 48.4% 46.7%
Sex : Female 48.4% 50.0%
Source : Routine, birth, etc 19.4% 16.7%
Source : Another hospital 16.1% 20.0%
Source : Another health facility including LTC 16.1% 13.3%
Source : Emergency department 16.1% 16.7%
Source : Unknown 12.9% 10.0%
Source : Court/Law enforcement 12.9% 13.3%
Disposition : Routine 32.3% 30.0%
Disposition : Home Health Care 22.6% 20.0%
Disposition : Died in hospital 16.1% 13.3%
Disposition : Transfer other SNF, ICF, etc. 22.6% 23.3%
Payer : Medicare 12.9% 13.3%
Payer : Medicaid 12.9% 10.0%
Payer : Private insurance 16.1% 13.3%
Payer : Self-pay 12.9% 13.3%
Payer : Other payer 16.1% 16.7%
Payer : Unknown payer 12.9% 13.3%
Payer : No charge 12.9% 13.3%
Race : White 16.1% 13.3%
Race : Black 9.7% 13.3%
Race : Hispanic 12.9% 13.3%
Race : Asian or Pacific Islander 16.1% 13.3%
Race : Native American 9.7% 13.3%
Race : Other 12.9% 13.3%
Race : Race missing, unknown 12.9% 13.3%
Yearly variation
2006 2007 2008 2009
Count 120 100 100 100
Sex : Male 58.3% 40.0% 50.0% 40.0%
Sex : Female 41.7% 50.0% 50.0% 60.0%
Source : Routine, birth, etc 16.7% 0% 0% 20.0%
Source : Another hospital 16.7% 0% 20.0% 0%
Source : Another health facility including LTC 16.7% 0% 0% 0%
Source : Emergency department 16.7% 0% 20.0% 0%
Disposition : Routine 33.3% 30.0% 30.0% 30.0%
Disposition : Home Health Care 16.7% 20.0% 20.0% 0%
Disposition : Transfer other SNF, ICF, etc. 25.0% 20.0% 20.0% 20.0%
Payer : No charge 16.7% 0% 0% 0%
Race : Black 0% 20.0% 0% 0%
Disposition : Died in hospital 0% 0% 20.0% 0%
Payer : Self-pay 0% 0% 20.0% 0%
Age Distribution
Age Count
20 - 39 20
40 - 59 100
60 - 79 250
80 - 99 210
Mean age First quartile Median Third quartile
71.33 years 61 years 73 years 85 years
65 >= Age > 45 85 >= Age > 65 Age > 85
Count 140 280 140
Sex : Male 42.9% 50.0% 50.0%
Sex : Female 50.0% 50.0% 42.9%
Source : Routine, birth, etc 0% 17.9% 14.3%
Source : Another hospital 14.3% 14.3% 14.3%
Source : Another health facility including LTC 14.3% 14.3% 21.4%
Source : Emergency department 21.4% 14.3% 0%
Source : Unknown 0% 10.7% 0%
Source : Court/Law enforcement 0% 14.3% 14.3%
Disposition : Routine 42.9% 28.6% 0%
Disposition : Home Health Care 0% 28.6% 14.3%
Disposition : Died in hospital 14.3% 14.3% 21.4%
Disposition : Transfer other SNF, ICF, etc. 14.3% 21.4% 42.9%
Payer : Medicare 0% 10.7% 0%
Payer : Medicaid 0% 10.7% 0%
Payer : Private insurance 14.3% 14.3% 0%
Payer : Other payer 0% 14.3% 14.3%
Payer : No charge 0% 14.3% 0%
Payer : Self-pay 14.3% 14.3% 0%
Payer : Unknown payer 14.3% 10.7% 0%
Race : White 0% 14.3% 14.3%
Race : Black 0% 14.3% 0%
Race : Hispanic 21.4% 10.7% 0%
Race : Asian or Pacific Islander 0% 14.3% 14.3%
Race : Native American 0% 10.7% 14.3%
Race : Other 0% 17.9% 0%
Race : Race missing, unknown 0% 14.3% 0%
Procedure Distribution
Procedure Code Description Count
P4525 Closed [endoscopic] biopsy of large intestine 20
P5459 Other lysis of peritoneal adhesions 20
P9604 Insertion of endotracheal tube 40
P9915 Parenteral infusion of concentrated nutritional substances 610
P4562 Other partial resection of small intestine 20
P9904 Transfusion of packed cells 610
P4513 Other endoscopy of small intestine 20
P3893 Venous catheterization, not elsewhere classified 220
P9905 Transfusion of platelets 50
P9925 Injection or infusion of cancer chemotherapeutic substance 30
P4516 Esophagogastroduodenoscopy [EGD] with closed biopsy 40
P4104 Autologous hematopoietic stem cell transplant without purging 20
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 20
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 30
P9907 Transfusion of other serum 40
DRG Distribution
DRG Code Description Count
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 60
DG578 DRG V24 : INFECTIOUS & PARASITIC DISEASES W O.R. PROCEDURE 20
DG481 DRG V24 : BONE MARROW TRANSPLANT 40
DG567 DRG V24 : STOMACH, ESOPHAGEAL & DUODENAL PROC AGE >17 W CC W MAJOR GI DX 20
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
D5119 Unspecified pleural effusion 0 0 20
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 20
D5601 Paralytic ileus 0 0 40
D78552 Septic shock 0 0 20
D4280 Congestive heart failure, unspecified 0 0 20
D5849 Acute kidney failure, unspecified 0 0 40
D2859 Anemia, unspecified 0 0 40
D53081 Esophageal reflux 0 0 20
D2851 Acute posthemorrhagic anemia 0 0 20
D99592 Severe sepsis 0 0 20
D99591 Sepsis 0 0 20
D51881 Acute respiratory failure 0 0 30
D9974 Digestive system complications, not elsewhere classified 0 0 20
D42731 Atrial fibrillation 0 0 30
D486 Pneumonia, organism unspecified 0 0 20
D2761 Hyposmolality and/or hyponatremia 0 0 20
D2768 Hypopotassemia 0 0 40
DV1582 Personal history of tobacco use 0 0 20
D2724 Other and unspecified hyperlipidemia 0 0 30
D4019 Unspecified essential hypertension 0 0 80
D5990 Urinary tract infection, site not specified 0 0 20
D27651 Dehydration 0 0 30
D2639 Unspecified protein-calorie malnutrition 0 0 40
D0389 Unspecified septicemia 50 0 30
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 60
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 40
EE8798 Other specified procedures as the cause of abnormal reaction of patient, or of later complication, without mention of misadventure at time of procedure 20