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)

700

Sex Count
Male 380
Female 320
In hospital
Mortality

71.43 %

Length of Stay Distribution
Mean LOS: 6.16 days FQ: 1 days Median: 3 days TQ: 8 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Insertion of endotracheal tube ( P9604 ) followed by Discharge, Transferred or Died ( N1_x )

Mean ΔT: 5.07 days FQ: 1 days Median: 3 days TQ: 7 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 120
Another hospital 100
Another health facility including LTC 110
Emergency department 120
Unknown 120
Court/Law enforcement 110
Disposition Distribution
Disposition Count
Routine 20
Transfer to short-term hospital 40
Died in hospital 500
Transfer other SNF, ICF, etc. 90
Payer Distribution
Payer Count
Medicare 90
Medicaid 80
Private insurance 90
Self-pay 120
Other payer 90
No charge 90
Unknown payer 100
Race Distribution
Race Count
White 90
Black 100
Hispanic 90
Asian or Pacific Islander 90
Native American 100
Other 90
Race missing, unknown 110
State variation
S1 S2
Count 350 340
Sex : Male 51.4% 55.9%
Sex : Female 45.7% 44.1%
Source : Routine, birth, etc 20.0% 14.7%
Source : Another hospital 14.3% 14.7%
Source : Another health facility including LTC 14.3% 17.6%
Source : Emergency department 14.3% 17.6%
Source : Unknown 17.1% 14.7%
Source : Court/Law enforcement 17.1% 14.7%
Disposition : Transfer to short-term hospital 5.7% 5.9%
Disposition : Died in hospital 68.6% 73.5%
Disposition : Transfer other SNF, ICF, etc. 14.3% 11.8%
Payer : Medicare 11.4% 11.8%
Payer : Medicaid 11.4% 11.8%
Payer : Private insurance 14.3% 11.8%
Payer : Self-pay 17.1% 14.7%
Payer : Other payer 11.4% 11.8%
Payer : No charge 14.3% 11.8%
Payer : Unknown payer 11.4% 14.7%
Race : White 11.4% 11.8%
Race : Black 14.3% 14.7%
Race : Hispanic 11.4% 11.8%
Race : Asian or Pacific Islander 11.4% 14.7%
Race : Native American 14.3% 11.8%
Race : Other 14.3% 11.8%
Race : Race missing, unknown 14.3% 14.7%
Yearly variation
2006 2007 2008 2011
Count 160 140 100 100
Sex : Male 43.8% 50.0% 50.0% 50.0%
Sex : Female 50.0% 42.9% 40.0% 40.0%
Source : Routine, birth, etc 18.8% 14.3% 0% 0%
Source : Another hospital 12.5% 0% 0% 0%
Source : Another health facility including LTC 12.5% 0% 0% 0%
Source : Emergency department 12.5% 14.3% 20.0% 0%
Source : Unknown 18.8% 14.3% 0% 0%
Source : Court/Law enforcement 12.5% 14.3% 0% 0%
Disposition : Died in hospital 68.8% 71.4% 70.0% 70.0%
Payer : Medicaid 12.5% 0% 0% 0%
Payer : Private insurance 12.5% 14.3% 0% 0%
Payer : Self-pay 18.8% 21.4% 0% 0%
Payer : Unknown payer 12.5% 0% 0% 20.0%
Payer : No charge 12.5% 0% 0% 0%
Race : White 12.5% 0% 0% 0%
Race : Black 12.5% 14.3% 0% 0%
Race : Hispanic 12.5% 0% 0% 0%
Race : Other 18.8% 0% 0% 0%
Race : Race missing, unknown 18.8% 0% 0% 0%
Payer : Other payer 0% 14.3% 0% 0%
Race : Asian or Pacific Islander 0% 14.3% 0% 0%
Race : Native American 0% 14.3% 0% 0%
Age Distribution
Age Count
80 - 99 310
40 - 59 130
60 - 79 250
Mean age First quartile Median Third quartile
74.51 years 63 years 77 years 87 years
65 >= Age > 45 85 >= Age > 65 Age > 85
Count 170 290 200
Sex : Male 58.8% 55.2% 45.0%
Sex : Female 41.2% 44.8% 55.0%
Source : Court/Law enforcement 17.6% 13.8% 15.0%
Source : Another hospital 11.8% 17.2% 15.0%
Source : Another health facility including LTC 11.8% 17.2% 10.0%
Source : Emergency department 11.8% 17.2% 15.0%
Source : Unknown 17.6% 13.8% 15.0%
Source : Routine, birth, etc 11.8% 17.2% 15.0%
Disposition : Transfer to short-term hospital 0% 6.9% 0%
Disposition : Died in hospital 70.6% 72.4% 75.0%
Disposition : Transfer other SNF, ICF, etc. 11.8% 13.8% 10.0%
Payer : Medicare 11.8% 10.3% 15.0%
Payer : Medicaid 11.8% 10.3% 10.0%
Payer : Private insurance 11.8% 13.8% 10.0%
Payer : Self-pay 11.8% 13.8% 20.0%
Payer : Other payer 11.8% 13.8% 10.0%
Payer : No charge 11.8% 13.8% 10.0%
Payer : Unknown payer 11.8% 17.2% 10.0%
Race : White 11.8% 13.8% 0%
Race : Black 11.8% 10.3% 15.0%
Race : Hispanic 11.8% 13.8% 10.0%
Race : Asian or Pacific Islander 0% 13.8% 15.0%
Race : Native American 17.6% 13.8% 10.0%
Race : Other 11.8% 13.8% 10.0%
Race : Race missing, unknown 11.8% 13.8% 15.0%
Procedure Distribution
Procedure Code Description Count
P5794 Insertion of indwelling urinary catheter 20
P4311 Percutaneous [endoscopic] gastrostomy [PEG] 30
P9604 Insertion of endotracheal tube 700
P9904 Transfusion of packed cells 20
P3891 Arterial catheterization 30
P3324 Closed [endoscopic] biopsy of bronchus 20
P3893 Venous catheterization, not elsewhere classified 150
P8703 Computerized axial tomography of head 50
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 490
P9960 Cardiopulmonary resuscitation, not otherwise specified 40
P9907 Transfusion of other serum 40
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 150
DRG Distribution
DRG Code Description Count
DG14 DRG V24 : INTRACRANIAL HEMORRHAGE OR CEREBRAL INFARCTION 700
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 70
DV4986 Do not resuscitate status 0 0 20
D4280 Congestive heart failure, unspecified 0 0 30
D5849 Acute kidney failure, unspecified 0 0 30
D3314 Obstructive hydrocephalus 0 0 30
D2859 Anemia, unspecified 0 0 20
D2449 Unspecified acquired hypothyroidism 0 0 20
DV667 Encounter for palliative care 0 0 60
D78039 Other convulsions 0 0 30
D43411 Cerebral embolism with cerebral infarction 60 0 20
DV5861 Long-term (current) use of anticoagulants 0 0 30
D43491 Cerebral artery occlusion, unspecified with cerebral infarction 160 0 70
D51881 Acute respiratory failure 0 0 190
D7843 Aphasia 0 0 30
D42731 Atrial fibrillation 0 0 90
D3051 Tobacco use disorder 0 0 30
D5070 Pneumonitis due to inhalation of food or vomitus 0 0 50
D2720 Pure hypercholesterolemia 0 0 20
D2724 Other and unspecified hyperlipidemia 0 0 60
D41401 Coronary atherosclerosis of native coronary artery 0 0 30
D3488 Description not found for D3488 0 0 20
D2768 Hypopotassemia 0 0 40
D4019 Unspecified essential hypertension 0 0 240
D3484 Compression of brain 0 0 20
D431 Intracerebral hemorrhage 290 0 160
D4275 Cardiac arrest 0 0 20
D78001 Coma 0 0 70
D430 Subarachnoid hemorrhage 70 0 50
D34290 Hemiplegia, unspecified, affecting unspecified side 0 0 70
D4329 Unspecified intracranial hemorrhage 50 0 30
External Causes Distribution
External Cause Code Description Count
EE8490 Accident in home 50
EE8497 Accidents occurring in residential institution 20