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)

1,060

Sex Count
Male 520
Female 500
Sex unknown 30
In hospital
Mortality
Length of Stay Distribution
Mean LOS: 6.88 days FQ: 2 days Median: 3 days TQ: 7 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Excision of lesion of other soft tissue ( P8339 ) followed by Discharge, Transferred or Died ( N1_x )

Mean ΔT: 5.24 days FQ: 1 days Median: 3 days TQ: 5 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 180
Another hospital 180
Another health facility including LTC 170
Emergency department 170
Unknown 170
Court/Law enforcement 170
Disposition Distribution
Disposition Count
Routine 680
Home Health Care 190
Transfer other SNF, ICF, etc. 150
Payer Distribution
Payer Count
Medicare 140
Medicaid 140
Private insurance 140
Self-pay 140
Other payer 150
Unknown payer 140
No charge 180
Race Distribution
Race Count
White 160
Black 130
Hispanic 130
Asian or Pacific Islander 160
Native American 150
Other 160
Race missing, unknown 150
State variation
S1 S2
Count 520 540
Sex : Male 48.1% 50.0%
Sex : Female 48.1% 46.3%
Source : Routine, birth, etc 15.4% 16.7%
Source : Another hospital 15.4% 16.7%
Source : Another health facility including LTC 15.4% 16.7%
Source : Emergency department 13.5% 16.7%
Source : Unknown 17.3% 13.0%
Source : Court/Law enforcement 17.3% 14.8%
Disposition : Routine 63.5% 63.0%
Disposition : Home Health Care 19.2% 16.7%
Disposition : Transfer other SNF, ICF, etc. 11.5% 14.8%
Payer : Medicare 11.5% 14.8%
Payer : Medicaid 11.5% 14.8%
Payer : Private insurance 11.5% 13.0%
Payer : Self-pay 13.5% 13.0%
Payer : Other payer 13.5% 14.8%
Payer : Unknown payer 15.4% 11.1%
Payer : No charge 17.3% 14.8%
Race : White 13.5% 14.8%
Race : Black 9.6% 14.8%
Race : Hispanic 11.5% 11.1%
Race : Asian or Pacific Islander 13.5% 14.8%
Race : Native American 15.4% 13.0%
Race : Other 17.3% 11.1%
Race : Race missing, unknown 11.5% 14.8%
Yearly variation
2006 2007 2008 2009 2010 2011
Count 140 160 140 170 200 230
Sex : Male 35.7% 43.8% 50.0% 47.1% 55.0% 52.2%
Sex : Female 57.1% 50.0% 42.9% 47.1% 40.0% 43.5%
Source : Routine, birth, etc 14.3% 18.8% 0% 17.6% 15.0% 17.4%
Source : Another hospital 14.3% 12.5% 14.3% 11.8% 20.0% 17.4%
Source : Another health facility including LTC 21.4% 12.5% 14.3% 0% 15.0% 17.4%
Source : Emergency department 14.3% 12.5% 21.4% 17.6% 10.0% 13.0%
Source : Unknown 14.3% 12.5% 14.3% 17.6% 15.0% 13.0%
Source : Court/Law enforcement 14.3% 18.8% 14.3% 17.6% 15.0% 13.0%
Disposition : Routine 64.3% 62.5% 64.3% 64.7% 55.0% 65.2%
Disposition : Home Health Care 14.3% 12.5% 14.3% 17.6% 20.0% 21.7%
Payer : Medicaid 14.3% 12.5% 14.3% 11.8% 10.0% 8.7%
Payer : Private insurance 14.3% 12.5% 14.3% 0% 0% 13.0%
Payer : Other payer 14.3% 0% 0% 17.6% 10.0% 13.0%
Payer : No charge 14.3% 18.8% 14.3% 11.8% 20.0% 13.0%
Payer : Unknown payer 14.3% 12.5% 0% 11.8% 10.0% 13.0%
Race : Black 14.3% 0% 0% 11.8% 15.0% 8.7%
Race : Hispanic 14.3% 0% 0% 11.8% 10.0% 13.0%
Race : Native American 14.3% 12.5% 14.3% 11.8% 10.0% 13.0%
Race : Other 14.3% 0% 21.4% 11.8% 10.0% 13.0%
Race : Race missing, unknown 14.3% 12.5% 0% 0% 15.0% 13.0%
Disposition : Transfer other SNF, ICF, etc. 0% 18.8% 0% 11.8% 15.0% 13.0%
Payer : Self-pay 0% 12.5% 14.3% 11.8% 15.0% 8.7%
Race : White 0% 12.5% 14.3% 17.6% 15.0% 13.0%
Race : Asian or Pacific Islander 0% 18.8% 14.3% 11.8% 10.0% 13.0%
Payer : Medicare 0% 0% 0% 11.8% 10.0% 17.4%
Age Distribution
Age Count
20 - 39 100
40 - 59 300
60 - 79 460
80 - 99 190
Mean age First quartile Median Third quartile
63.7 years 54 years 65 years 76 years
45 >= Age > 20 65 >= Age > 45 85 >= Age > 65
Count 150 390 410
Sex : Male 46.7% 51.3% 48.8%
Sex : Female 40.0% 46.2% 51.2%
Source : Routine, birth, etc 13.3% 15.4% 17.1%
Source : Another hospital 20.0% 17.9% 14.6%
Source : Another health facility including LTC 13.3% 15.4% 17.1%
Source : Emergency department 0% 15.4% 17.1%
Source : Unknown 0% 15.4% 17.1%
Source : Court/Law enforcement 13.3% 17.9% 14.6%
Disposition : Routine 80.0% 69.2% 58.5%
Disposition : Home Health Care 0% 17.9% 19.5%
Disposition : Transfer other SNF, ICF, etc. 0% 7.7% 17.1%
Payer : Medicare 13.3% 12.8% 12.2%
Payer : Medicaid 13.3% 15.4% 12.2%
Payer : Private insurance 0% 12.8% 12.2%
Payer : Self-pay 13.3% 12.8% 12.2%
Payer : Other payer 0% 17.9% 12.2%
Payer : Unknown payer 20.0% 10.3% 12.2%
Payer : No charge 13.3% 15.4% 17.1%
Race : White 13.3% 15.4% 12.2%
Race : Black 0% 12.8% 12.2%
Race : Hispanic 13.3% 12.8% 12.2%
Race : Asian or Pacific Islander 0% 15.4% 14.6%
Race : Native American 0% 15.4% 14.6%
Race : Other 13.3% 15.4% 12.2%
Race : Race missing, unknown 13.3% 10.3% 14.6%
Procedure Distribution
Procedure Code Description Count
P8345 Other myectomy 20
P8604 Other incision with drainage of skin and subcutaneous tissue 40
P7779 Excision of bone for graft, other bones 20
P8154 Total knee replacement 30
P8628 Nonexcisional debridement of wound, infection or burn 20
P9904 Transfusion of packed cells 60
P8659 Closure of skin and subcutaneous tissue of other sites 20
P8339_2 Excision of lesion of other soft tissue 2nd 30
P8669 Other skin graft to other sites 30
P8051 Excision of intervertebral disc 50
P8339 Excision of lesion of other soft tissue 1060
P3893 Venous catheterization, not elsewhere classified 100
P8674 Attachment of pedicle or flap graft to other sites 30
P0309_2 Other exploration and decompression of spinal canal 2nd 40
P0309 Other exploration and decompression of spinal canal 220
P8162 Fusion or refusion of 2-3 vertebrae 30
P8108 Lumbar and lumbosacral fusion of the anterior column, posterior technique 20
P8622 Excisional debridement of wound, infection, or burn 40
DRG Distribution
DRG Code Description Count
DG498 DRG V24 : SPINAL FUSION EXCEPT CERVICAL W/O CC 30
DG579 DRG V24 : POSTOPERATIVE OR POST-TRAUMATIC INFECTIONS W O.R. PROCEDURE 60
DG269 DRG V24 : OTHER SKIN, SUBCUT TISS & BREAST PROC W CC 60
DG578 DRG V24 : INFECTIOUS & PARASITIC DISEASES W O.R. PROCEDURE 40
DG217 DRG V24 : WND DEBRID & SKN GRFT EXCEPT HAND,FOR MUSCSKELET & CONN TISS DIS 30
DG477 DRG V24 : NON-EXTENSIVE O.R. PROCEDURE UNRELATED TO PRINCIPAL DIAGNOSIS 20
DG227 DRG V24 : SOFT TISSUE PROCEDURES W/O CC 90
DG500 DRG V24 : BACK & NECK PROCEDURES EXCEPT SPINAL FUSION W/O CC 150
DG544 DRG V24 : MAJOR JOINT REPLACEMENT OR REATTACHMENT OF LOWER EXTREMITY 40
DG226 DRG V24 : SOFT TISSUE PROCEDURES W CC 60
DG499 DRG V24 : BACK & NECK PROCEDURES EXCEPT SPINAL FUSION W CC 50
DG270 DRG V24 : OTHER SKIN, SUBCUT TISS & BREAST PROC W/O CC 50
Diagnosis Distribution
Diagnosis Code Description Primary POA All
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 70
D71590 Osteoarthrosis, unspecified whether generalized or localized, site unspecified 0 0 20
D7244 Thoracic or lumbosacral neuritis or radiculitis, unspecified 0 0 20
D7384 Acquired spondylolisthesis 0 0 30
D3051 Tobacco use disorder 0 0 60
D311 Depressive disorder, not elsewhere classified 0 0 30
D72751 Synovial cyst of popliteal space 0 0 30
D6827 Cellulitis and abscess of foot, except toes 0 0 20
D6826 Cellulitis and abscess of leg, except foot 20 0 50
D2859 Anemia, unspecified 0 0 50
D2449 Unspecified acquired hypothyroidism 0 0 50
D72886 Necrotizing fasciitis 0 0 20
D2851 Acute posthemorrhagic anemia 0 0 20
D70715 Ulcer of other part of foot 0 0 20
D72210 Displacement of lumbar intervertebral disc without myelopathy 20 0 30
DV5866 Long-term (current) use of aspirin 0 0 20
D72252 Degeneration of lumbar or lumbosacral intervertebral disc 20 0 30
D73300 Osteoporosis, unspecified 0 0 20
D99859 Other postoperative infection 50 0 40
D42731 Atrial fibrillation 0 0 30
D2148 Lipoma of other specified sites 20 0 30
D53081 Esophageal reflux 0 0 50
D2720 Pure hypercholesterolemia 0 0 50
D2768 Hypopotassemia 0 0 20
D41401 Coronary atherosclerosis of native coronary artery 0 0 20
D04111 Methicillin susceptible Staphylococcus aureus in conditions classified elsewhere and of unspecified site 0 0 30
DV1582 Personal history of tobacco use 0 0 40
D2724 Other and unspecified hyperlipidemia 0 0 80
D4019 Unspecified essential hypertension 0 0 260
D72740 Synovial cyst, unspecified 80 0 210
D49390 Asthma, unspecified type, unspecified 0 0 30
D7213 Lumbosacral spondylosis without myelopathy 20 0 30
D72402 Spinal stenosis, lumbar region, without neurogenic claudication 70 0 70
DV4365 Knee joint replacement 0 0 20
D1713 Malignant neoplasm of connective and other soft tissue of lower limb, including hip 30 0 30
D40390 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage I through stage IV, or unspecified 0 0 20
D27800 Obesity, unspecified 0 0 40
D71536 Osteoarthrosis, localized, not specified whether primary or secondary, lower leg 30 0 20
D0389 Unspecified septicemia 20 0 0
External Causes Distribution
External Cause Code Description Count
EE8497 Accidents occurring in residential institution 70
EE8788 Other specified surgical operations and procedures causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation 40
EE8499 Accidents occurring in unspecified place 40
EE8490 Accident in home 50