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)

1,180

Sex Count
Male 630
Female 550
In hospital
Mortality

41.53 %

Length of Stay Distribution
Mean LOS: 14.85 days FQ: 9 days Median: 13 days TQ: 18 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Admission all sources ( N1_a ) followed by Insertion of endotracheal tube ( P9604 )

Mean ΔT: 1.96 days FQ: 0 days Median: 0 days TQ: 2 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 190
Another hospital 190
Another health facility including LTC 210
Emergency department 210
Unknown 180
Court/Law enforcement 180
Disposition Distribution
Disposition Count
Routine 210
Transfer to short-term hospital 60
Home Health Care 110
Died in hospital 490
Transfer other SNF, ICF, etc. 270
Payer Distribution
Payer Count
Medicare 170
Medicaid 170
Private insurance 160
Self-pay 170
Other payer 150
Unknown payer 170
No charge 160
Race Distribution
Race Count
White 170
Black 140
Hispanic 170
Asian or Pacific Islander 150
Native American 190
Other 190
Race missing, unknown 150
State variation
S1 S2
Count 610 570
Sex : Male 52.5% 52.6%
Sex : Female 47.5% 45.6%
Source : Routine, birth, etc 14.8% 15.8%
Source : Another hospital 16.4% 15.8%
Source : Another health facility including LTC 18.0% 17.5%
Source : Emergency department 18.0% 15.8%
Source : Unknown 16.4% 12.3%
Source : Court/Law enforcement 13.1% 15.8%
Disposition : Routine 18.0% 17.5%
Disposition : Home Health Care 6.6% 10.5%
Disposition : Died in hospital 41.0% 42.1%
Disposition : Transfer other SNF, ICF, etc. 23.0% 22.8%
Payer : Medicare 13.1% 14.0%
Payer : Medicaid 11.5% 15.8%
Payer : Private insurance 13.1% 14.0%
Payer : Self-pay 14.8% 14.0%
Payer : Other payer 14.8% 10.5%
Payer : Unknown payer 14.8% 14.0%
Payer : No charge 14.8% 12.3%
Race : White 14.8% 14.0%
Race : Black 11.5% 12.3%
Race : Hispanic 13.1% 14.0%
Race : Asian or Pacific Islander 13.1% 12.3%
Race : Native American 16.4% 15.8%
Race : Other 16.4% 14.0%
Race : Race missing, unknown 11.5% 12.3%
Disposition : Transfer to short-term hospital 6.6% 0%
Yearly variation
2006 2007 2008 2009 2010 2011
Count 340 210 180 170 130 130
Sex : Male 47.1% 47.6% 50.0% 52.9% 53.8% 69.2%
Sex : Female 50.0% 47.6% 50.0% 47.1% 38.5% 30.8%
Source : Routine, birth, etc 14.7% 14.3% 16.7% 17.6% 0% 15.4%
Source : Another hospital 17.6% 9.5% 16.7% 17.6% 15.4% 15.4%
Source : Another health facility including LTC 17.6% 19.0% 16.7% 17.6% 0% 23.1%
Source : Emergency department 14.7% 14.3% 16.7% 17.6% 23.1% 0%
Source : Unknown 14.7% 19.0% 11.1% 11.8% 0% 15.4%
Source : Court/Law enforcement 14.7% 14.3% 11.1% 17.6% 15.4% 15.4%
Disposition : Routine 17.6% 14.3% 16.7% 17.6% 23.1% 15.4%
Disposition : Died in hospital 41.2% 47.6% 38.9% 35.3% 30.8% 38.5%
Disposition : Transfer other SNF, ICF, etc. 26.5% 19.0% 22.2% 17.6% 15.4% 23.1%
Disposition : Home Health Care 5.9% 0% 11.1% 0% 0% 0%
Payer : Medicare 11.8% 14.3% 11.1% 17.6% 15.4% 15.4%
Payer : Medicaid 14.7% 9.5% 11.1% 11.8% 15.4% 0%
Payer : Private insurance 14.7% 9.5% 16.7% 11.8% 0% 0%
Payer : Other payer 14.7% 14.3% 0% 11.8% 0% 0%
Payer : Unknown payer 11.8% 14.3% 16.7% 0% 15.4% 15.4%
Payer : No charge 11.8% 9.5% 11.1% 0% 0% 15.4%
Payer : Self-pay 14.7% 14.3% 11.1% 17.6% 15.4% 15.4%
Race : White 14.7% 14.3% 11.1% 11.8% 0% 0%
Race : Black 11.8% 9.5% 11.1% 11.8% 0% 0%
Race : Hispanic 11.8% 14.3% 11.1% 11.8% 15.4% 0%
Race : Asian or Pacific Islander 11.8% 14.3% 11.1% 0% 0% 0%
Race : Native American 17.6% 14.3% 11.1% 17.6% 0% 15.4%
Race : Other 14.7% 14.3% 11.1% 11.8% 15.4% 15.4%
Race : Race missing, unknown 11.8% 14.3% 11.1% 11.8% 0% 0%
Age Distribution
Age Count
20 - 39 40
40 - 59 190
60 - 79 480
80 - 99 460
Mean age First quartile Median Third quartile
73.04 years 63 years 75 years 85 years
65 >= Age > 45 85 >= Age > 65 Age > 85
Count 280 560 270
Sex : Male 60.7% 51.8% 48.1%
Sex : Female 39.3% 46.4% 51.9%
Source : Routine, birth, etc 14.3% 16.1% 14.8%
Source : Another hospital 14.3% 16.1% 14.8%
Source : Another health facility including LTC 17.9% 16.1% 18.5%
Source : Emergency department 14.3% 19.6% 14.8%
Source : Unknown 14.3% 14.3% 14.8%
Source : Court/Law enforcement 17.9% 14.3% 14.8%
Disposition : Routine 32.1% 14.3% 7.4%
Disposition : Transfer to short-term hospital 7.1% 3.6% 0%
Disposition : Home Health Care 7.1% 10.7% 0%
Disposition : Died in hospital 32.1% 42.9% 48.1%
Disposition : Transfer other SNF, ICF, etc. 14.3% 23.2% 33.3%
Payer : Medicaid 10.7% 14.3% 14.8%
Payer : Private insurance 10.7% 14.3% 11.1%
Payer : Self-pay 14.3% 14.3% 14.8%
Payer : Other payer 14.3% 14.3% 7.4%
Payer : Unknown payer 14.3% 14.3% 14.8%
Payer : Medicare 14.3% 10.7% 14.8%
Payer : No charge 14.3% 12.5% 14.8%
Race : White 10.7% 12.5% 14.8%
Race : Black 7.1% 12.5% 11.1%
Race : Hispanic 10.7% 14.3% 11.1%
Race : Asian or Pacific Islander 14.3% 12.5% 11.1%
Race : Native American 17.9% 14.3% 11.1%
Race : Other 17.9% 16.1% 14.8%
Race : Race missing, unknown 7.1% 12.5% 14.8%
Procedure Distribution
Procedure Code Description Count
P3891 Arterial catheterization 60
P8703 Computerized axial tomography of head 20
P3322 Fiber-optic bronchoscopy 30
P4311 Percutaneous [endoscopic] gastrostomy [PEG] 30
P3893_2 Venous catheterization, not elsewhere classified 2nd 40
P9604 Insertion of endotracheal tube 1180
P9915 Parenteral infusion of concentrated nutritional substances 30
P966 Enteral infusion of concentrated nutritional substances 60
P8872 Diagnostic ultrasound of heart 60
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 1070
P9960 Cardiopulmonary resuscitation, not otherwise specified 80
P5794 Insertion of indwelling urinary catheter 20
P0331 Spinal tap 20
P9904 Transfusion of packed cells 200
P3893 Venous catheterization, not elsewhere classified 500
P3404 Insertion of intercostal catheter for drainage 30
P3995 Hemodialysis 60
P3491 Thoracentesis 30
P3895 Venous catheterization for renal dialysis 30
P9396 Other oxygen enrichment 30
P8741 Computerized axial tomography of thorax 20
P9656 Other lavage of bronchus and trachea 30
P3324 Closed [endoscopic] biopsy of bronchus 160
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 20
P9390 Non-invasive mechanical ventilation 120
P9907 Transfusion of other serum 30
P9604_2 Insertion of endotracheal tube 2nd 40
DRG Distribution
DRG Code Description Count
DG565 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT 96+ HOURS 1180
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D496 Chronic airway obstruction, not elsewhere classified 0 0 60
D32723 Obstructive sleep apnea (adult)(pediatric) 0 0 20
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 90
D42789 Other specified cardiac dysrhythmias 0 0 40
D5119 Unspecified pleural effusion 0 0 20
D78552 Septic shock 0 0 30
D4168 Other chronic pulmonary heart diseases 0 0 20
D5845 Acute kidney failure with lesion of tubular necrosis 0 0 30
D3051 Tobacco use disorder 0 0 70
D311 Depressive disorder, not elsewhere classified 0 0 20
D2761 Hyposmolality and/or hyponatremia 0 0 40
D4280 Congestive heart failure, unspecified 0 0 160
D5849 Acute kidney failure, unspecified 0 0 80
D2875 Thrombocytopenia, unspecified 0 0 30
D41071 Subendocardial infarction, initial episode of care 0 0 20
D2449 Unspecified acquired hypothyroidism 0 0 30
D27800 Obesity, unspecified 0 0 20
DV667 Encounter for palliative care 0 0 30
D5180 Pulmonary collapse 0 0 20
D49121 Obstructive chronic bronchitis with (acute) exacerbation 40 0 100
D42731 Atrial fibrillation 0 0 100
D1629 Malignant neoplasm of bronchus and lung, unspecified 0 0 20
D99592 Severe sepsis 0 0 60
D4589 Hypotension, unspecified 0 0 30
D99591 Sepsis 0 0 20
D51881 Acute respiratory failure 600 0 380
D4271 Paroxysmal ventricular tachycardia 0 0 20
D51884 Acute and chronic respiratory failure 80 0 30
DV462 Other dependence on machines, supplemental oxygen 0 0 30
D4254 Other primary cardiomyopathies 0 0 20
D2767 Hyperpotassemia 0 0 20
D486 Pneumonia, organism unspecified 120 0 160
D2762 Acidosis 0 0 60
D2760 Hyperosmolality and/or hypernatremia 0 0 30
D5070 Pneumonitis due to inhalation of food or vomitus 100 0 90
D79902 Hypoxemia 0 0 30
D2768 Hypopotassemia 0 0 50
D41401 Coronary atherosclerosis of native coronary artery 0 0 60
D41400 Coronary atherosclerosis of unspecified type of vessel, native or graft 0 0 20
DV1582 Personal history of tobacco use 0 0 70
D2724 Other and unspecified hyperlipidemia 0 0 60
D4019 Unspecified essential hypertension 0 0 180
D5990 Urinary tract infection, site not specified 0 0 50
D4275 Cardiac arrest 0 0 30
D3481 Anoxic brain damage 0 0 20
D2859 Anemia, unspecified 0 0 90
D5859 Chronic kidney disease, unspecified 0 0 30
D48241 Methicillin susceptible pneumonia due to Staphylococcus aureus 0 0 20
D78001 Coma 0 0 20
D27651 Dehydration 0 0 40
DV090 Infection with microorganisms resistant to penicillins 0 0 20
D40390 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage I through stage IV, or unspecified 0 0 30
D27801 Morbid obesity 0 0 40
D70703 Pressure ulcer, lower back 0 0 20
D53081 Esophageal reflux 0 0 30
D2639 Unspecified protein-calorie malnutrition 0 0 30
D0389 Unspecified septicemia 0 0 80
D412 Old myocardial infarction 0 0 20
D515 Postinflammatory pulmonary fibrosis 0 0 20
External Causes Distribution
External Cause Code Description Count
EE9320 Adrenal cortical steroids causing adverse effects in therapeutic use 60
EE8497 Accidents occurring in residential institution 130
EE8490 Accident in home 70
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
EE8499 Accidents occurring in unspecified place 40