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)

1,260

Sex Count
Male 540
Female 710
In hospital
Mortality
Length of Stay Distribution
Mean LOS: 4.51 days FQ: 3 days Median: 3 days TQ: 4 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Admission all sources ( N1_a ) followed by Injection of anesthetic into peripheral nerve for analgesia ( P0481 )

Mean ΔT: 0.7 days FQ: 0 days Median: 0 days TQ: 0 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 220
Another hospital 200
Another health facility including LTC 210
Emergency department 200
Unknown 210
Court/Law enforcement 200
Disposition Distribution
Disposition Count
Routine 540
Home Health Care 440
Transfer other SNF, ICF, etc. 260
Payer Distribution
Payer Count
Medicare 190
Medicaid 180
Private insurance 190
Self-pay 160
Other payer 180
Unknown payer 180
No charge 160
Race Distribution
Race Count
White 180
Black 190
Hispanic 170
Asian or Pacific Islander 160
Native American 200
Other 160
Race missing, unknown 180
State variation
S1 S2
Count 610 650
Sex : Male 44.3% 40.0%
Sex : Female 54.1% 56.9%
Source : Routine, birth, etc 19.7% 15.4%
Source : Another hospital 14.8% 15.4%
Source : Another health facility including LTC 16.4% 15.4%
Source : Emergency department 14.8% 15.4%
Source : Unknown 16.4% 16.9%
Source : Court/Law enforcement 14.8% 16.9%
Disposition : Routine 44.3% 40.0%
Disposition : Home Health Care 34.4% 35.4%
Disposition : Transfer other SNF, ICF, etc. 21.3% 20.0%
Payer : Medicare 14.8% 15.4%
Payer : Medicaid 14.8% 12.3%
Payer : Private insurance 16.4% 13.8%
Payer : Self-pay 11.5% 12.3%
Payer : Other payer 14.8% 13.8%
Payer : Unknown payer 11.5% 15.4%
Payer : No charge 13.1% 10.8%
Race : White 13.1% 13.8%
Race : Black 13.1% 15.4%
Race : Hispanic 13.1% 13.8%
Race : Asian or Pacific Islander 11.5% 13.8%
Race : Native American 16.4% 13.8%
Race : Other 11.5% 13.8%
Race : Race missing, unknown 14.8% 12.3%
Yearly variation
2006 2007 2008 2009 2010 2011
Count 120 160 160 220 300 280
Sex : Male 50.0% 43.8% 37.5% 40.9% 33.3% 42.9%
Sex : Female 50.0% 50.0% 56.3% 54.5% 63.3% 53.6%
Source : Court/Law enforcement 16.7% 12.5% 0% 18.2% 13.3% 14.3%
Source : Routine, birth, etc 16.7% 18.8% 12.5% 13.6% 16.7% 17.9%
Disposition : Routine 33.3% 50.0% 43.8% 40.9% 46.7% 35.7%
Disposition : Home Health Care 33.3% 31.3% 25.0% 36.4% 33.3% 39.3%
Disposition : Transfer other SNF, ICF, etc. 25.0% 12.5% 25.0% 18.2% 16.7% 21.4%
Payer : Private insurance 16.7% 12.5% 12.5% 9.1% 13.3% 17.9%
Race : White 25.0% 12.5% 12.5% 13.6% 13.3% 10.7%
Source : Another hospital 0% 18.8% 12.5% 13.6% 13.3% 17.9%
Source : Another health facility including LTC 0% 12.5% 18.8% 13.6% 16.7% 14.3%
Source : Unknown 0% 18.8% 18.8% 9.1% 20.0% 14.3%
Payer : Medicare 0% 12.5% 12.5% 13.6% 16.7% 10.7%
Payer : Medicaid 0% 12.5% 12.5% 13.6% 13.3% 14.3%
Payer : Self-pay 0% 12.5% 12.5% 13.6% 6.7% 10.7%
Payer : Other payer 0% 12.5% 0% 9.1% 16.7% 14.3%
Payer : Unknown payer 0% 12.5% 12.5% 13.6% 13.3% 10.7%
Race : Black 0% 18.8% 12.5% 13.6% 13.3% 14.3%
Race : Native American 0% 18.8% 12.5% 13.6% 13.3% 14.3%
Race : Other 0% 12.5% 12.5% 13.6% 13.3% 10.7%
Source : Emergency department 0% 0% 18.8% 13.6% 16.7% 14.3%
Payer : No charge 0% 0% 12.5% 13.6% 10.0% 10.7%
Race : Hispanic 0% 0% 12.5% 13.6% 16.7% 10.7%
Race : Race missing, unknown 0% 0% 12.5% 13.6% 10.0% 14.3%
Race : Asian or Pacific Islander 0% 0% 12.5% 9.1% 13.3% 17.9%
Age Distribution
Age Count
20 - 39 60
40 - 59 240
60 - 79 640
80 - 99 310
Mean age First quartile Median Third quartile
68.81 years 60 years 71 years 80 years
65 >= Age > 45 85 >= Age > 65 Age > 85
Count 350 670 130
Sex : Male 48.6% 38.8% 38.5%
Sex : Female 48.6% 59.7% 61.5%
Source : Routine, birth, etc 20.0% 17.9% 0%
Source : Another hospital 11.4% 16.4% 15.4%
Source : Another health facility including LTC 20.0% 13.4% 15.4%
Source : Emergency department 14.3% 16.4% 0%
Source : Unknown 14.3% 17.9% 15.4%
Source : Court/Law enforcement 14.3% 14.9% 15.4%
Disposition : Routine 57.1% 32.8% 23.1%
Disposition : Home Health Care 34.3% 41.8% 23.1%
Disposition : Transfer other SNF, ICF, etc. 8.6% 23.9% 46.2%
Payer : Medicare 11.4% 16.4% 0%
Payer : Medicaid 11.4% 14.9% 0%
Payer : Private insurance 17.1% 13.4% 15.4%
Payer : Other payer 14.3% 13.4% 0%
Payer : Unknown payer 14.3% 13.4% 15.4%
Payer : No charge 11.4% 13.4% 0%
Payer : Self-pay 14.3% 11.9% 0%
Race : White 17.1% 11.9% 0%
Race : Black 14.3% 14.9% 15.4%
Race : Hispanic 11.4% 13.4% 0%
Race : Asian or Pacific Islander 11.4% 13.4% 15.4%
Race : Native American 14.3% 16.4% 0%
Race : Other 11.4% 13.4% 0%
Race : Race missing, unknown 14.3% 13.4% 15.4%
Procedure Distribution
Procedure Code Description Count
P0489 Injection of other agent, except neurolytic 30
P4029 Simple excision of other lymphatic structure 20
P9923 Injection of steroid 40
P0080 Revision of knee replacement, total (all components) 20
P3322 Fiber-optic bronchoscopy 50
P8180 Other total shoulder replacement 30
P9902 Transfusion of previously collected autologous blood 20
P3323 Other bronchoscopy 20
P0481_2 Injection of anesthetic into peripheral nerve for analgesia 2nd 50
P8154 Total knee replacement 580
P9339 Other physical therapy 20
P9904 Transfusion of packed cells 140
P9929 Injection or infusion of other therapeutic or prophylactic substance 30
P8154_2 Total knee replacement 2nd 30
P3893 Venous catheterization, not elsewhere classified 20
P3404 Insertion of intercostal catheter for drainage 20
P7936 Open reduction of fracture with internal fixation, tibia and fibula 30
P0391 Injection of anesthetic into spinal canal for analgesia 20
P8151 Total hip replacement 30
P403 Regional lymph node excision 20
P3615 Single internal mammary-coronary artery bypass 20
P0481 Injection of anesthetic into peripheral nerve for analgesia 1260
P3220 Thoracoscopic excision of lesion or tissue of lung 30
DRG Distribution
DRG Code Description Count
DG491 DRG V24 : MAJOR JOINT & LIMB REATTACHMENT PROCEDURES OF UPPER EXTREMITY 40
DG218 DRG V24 : LOWER EXTREM & HUMER PROC EXCEPT HIP,FOOT,FEMUR AGE >17 W CC 20
DG75 DRG V24 : MAJOR CHEST PROCEDURES 110
DG219 DRG V24 : LOWER EXTREM & HUMER PROC EXCEPT HIP,FOOT,FEMUR AGE >17 W/O CC 40
DG544 DRG V24 : MAJOR JOINT REPLACEMENT OR REATTACHMENT OF LOWER EXTREMITY 600
DG471 DRG V24 : BILATERAL OR MULTIPLE MAJOR JOINT PROCS OF LOWER EXTREMITY 30
DG545 DRG V24 : REVISION OF HIP OR KNEE REPLACEMENT 40
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D32723 Obstructive sleep apnea (adult)(pediatric) 0 0 30
D71596 Osteoarthrosis, unspecified whether generalized or localized, lower leg 110 0 80
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 110
D496 Chronic airway obstruction, not elsewhere classified 0 0 30
D5180 Pulmonary collapse 0 0 20
DV8801 Acquired absence of both cervix and uterus 0 0 20
D311 Depressive disorder, not elsewhere classified 0 0 40
DV140 Personal history of allergy to penicillin 0 0 20
D2859 Anemia, unspecified 0 0 70
D2449 Unspecified acquired hypothyroidism 0 0 80
D7140 Rheumatoid arthritis 0 0 20
D53081 Esophageal reflux 0 0 130
D2851 Acute posthemorrhagic anemia 0 0 70
DV5861 Long-term (current) use of anticoagulants 0 0 20
DV5866 Long-term (current) use of aspirin 0 0 30
D73300 Osteoporosis, unspecified 0 0 40
D56400 Constipation, unspecified 0 0 20
DV1251 Personal history of venous thrombosis and embolism 0 0 20
D3051 Tobacco use disorder 0 0 60
D2749 Gout, unspecified 0 0 20
D2761 Hyposmolality and/or hyponatremia 0 0 20
D2720 Pure hypercholesterolemia 0 0 60
D2724 Other and unspecified hyperlipidemia 0 0 170
DV4365 Knee joint replacement 0 0 100
DV4364 Hip joint replacement 0 0 30
DV1582 Personal history of tobacco use 0 0 120
D4019 Unspecified essential hypertension 0 0 400
D49390 Asthma, unspecified type, unspecified 0 0 50
D1623 Malignant neoplasm of upper lobe, bronchus or lung 20 0 0
D41401 Coronary atherosclerosis of native coronary artery 20 0 40
DV103 Personal history of malignant neoplasm of breast 0 0 20
DV1083 Personal history of other malignant neoplasm of skin 0 0 20
D33818 Other acute postoperative pain 0 0 70
D40390 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage I through stage IV, or unspecified 0 0 20
D27801 Morbid obesity 0 0 30
D27800 Obesity, unspecified 0 0 90
D71531 Osteoarthrosis, localized, not specified whether primary or secondary, shoulder region 20 0 20
D71536 Osteoarthrosis, localized, not specified whether primary or secondary, lower leg 410 0 320
D71535 Osteoarthrosis, localized, not specified whether primary or secondary, pelvic region and thigh 20 0 0
D71516 Osteoarthrosis, localized, primary, lower leg 40 0 30
D42731 Atrial fibrillation 0 0 30
External Causes Distribution
External Cause Code Description Count
EE8497 Accidents occurring in residential institution 70
EE8781 Surgical operation with implant of artificial internal device causing abnormal patient reaction, or later complication,without mention of misadventure at time of operation 20
EE0008 Other external cause status 20
EE8490 Accident in home 70
EE8859 Fall from other slipping, tripping, or stumbling 20
EE8499 Accidents occurring in unspecified place 30