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)

980

Sex Count
Male 610
Female 350
In hospital
Mortality
Length of Stay Distribution
Mean LOS: 4.38 days FQ: 2 days Median: 4 days TQ: 5 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Nephroureterectomy ( P5551 ) followed by Discharged or Transferred alive ( N1_d )

Mean ΔT: 4.19 days FQ: 2 days Median: 4 days TQ: 5 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 150
Another hospital 170
Another health facility including LTC 150
Emergency department 140
Unknown 170
Court/Law enforcement 180
Disposition Distribution
Disposition Count
Routine 890
Home Health Care 50
Transfer other SNF, ICF, etc. 30
Payer Distribution
Payer Count
Medicare 130
Medicaid 130
Private insurance 130
Self-pay 130
Other payer 130
Unknown payer 150
No charge 140
Race Distribution
Race Count
White 120
Black 130
Hispanic 140
Native American 130
Other 140
Race missing, unknown 150
Asian or Pacific Islander 150
State variation
S1 S2
Count 470 510
Sex : Male 61.7% 62.7%
Sex : Female 36.2% 35.3%
Source : Routine, birth, etc 14.9% 13.7%
Source : Another hospital 17.0% 15.7%
Source : Another health facility including LTC 14.9% 15.7%
Source : Emergency department 12.8% 15.7%
Source : Unknown 19.1% 15.7%
Source : Court/Law enforcement 17.0% 17.6%
Disposition : Routine 89.4% 90.2%
Disposition : Home Health Care 6.4% 3.9%
Payer : Medicare 12.8% 13.7%
Payer : Medicaid 12.8% 13.7%
Payer : Private insurance 10.6% 13.7%
Payer : Self-pay 12.8% 11.8%
Payer : Other payer 12.8% 11.8%
Payer : Unknown payer 17.0% 13.7%
Payer : No charge 14.9% 13.7%
Race : White 10.6% 13.7%
Race : Black 10.6% 13.7%
Race : Hispanic 14.9% 11.8%
Race : Native American 12.8% 13.7%
Race : Other 14.9% 11.8%
Race : Race missing, unknown 14.9% 15.7%
Race : Asian or Pacific Islander 14.9% 13.7%
Yearly variation
2006 2007 2008 2009 2010 2011
Count 170 170 150 170 140 150
Sex : Male 58.8% 64.7% 53.3% 58.8% 64.3% 66.7%
Sex : Female 35.3% 29.4% 40.0% 35.3% 28.6% 33.3%
Source : Court/Law enforcement 11.8% 17.6% 20.0% 17.6% 0% 20.0%
Source : Another hospital 17.6% 17.6% 13.3% 11.8% 14.3% 13.3%
Source : Another health facility including LTC 11.8% 11.8% 13.3% 17.6% 21.4% 0%
Source : Emergency department 17.6% 11.8% 13.3% 11.8% 14.3% 0%
Source : Unknown 17.6% 17.6% 13.3% 11.8% 14.3% 13.3%
Source : Routine, birth, etc 11.8% 0% 0% 17.6% 14.3% 20.0%
Disposition : Routine 88.2% 88.2% 93.3% 94.1% 92.9% 86.7%
Payer : Medicare 11.8% 0% 0% 11.8% 14.3% 13.3%
Payer : Medicaid 11.8% 11.8% 13.3% 0% 14.3% 13.3%
Payer : Private insurance 11.8% 11.8% 0% 11.8% 0% 13.3%
Payer : Self-pay 17.6% 11.8% 0% 11.8% 0% 0%
Payer : Other payer 11.8% 11.8% 20.0% 11.8% 0% 0%
Payer : No charge 11.8% 11.8% 13.3% 11.8% 0% 20.0%
Payer : Unknown payer 11.8% 17.6% 13.3% 11.8% 14.3% 13.3%
Race : White 11.8% 0% 0% 0% 0% 13.3%
Race : Black 11.8% 11.8% 0% 0% 14.3% 13.3%
Race : Asian or Pacific Islander 17.6% 11.8% 13.3% 11.8% 14.3% 13.3%
Race : Native American 11.8% 11.8% 0% 11.8% 0% 13.3%
Race : Other 11.8% 11.8% 13.3% 11.8% 14.3% 13.3%
Race : Race missing, unknown 0% 11.8% 20.0% 23.5% 14.3% 0%
Race : Hispanic 0% 0% 13.3% 17.6% 0% 0%
Age Distribution
Age Count
80 - 99 190
40 - 59 200
60 - 79 560
Mean age First quartile Median Third quartile
68.99 years 61 years 70 years 78 years
65 >= Age > 45 85 >= Age > 65
Count 340 510
Sex : Male 64.7% 60.8%
Sex : Female 29.4% 37.3%
Source : Another hospital 14.7% 15.7%
Source : Another health facility including LTC 11.8% 15.7%
Source : Emergency department 14.7% 13.7%
Source : Unknown 17.6% 17.6%
Source : Court/Law enforcement 20.6% 15.7%
Source : Routine, birth, etc 11.8% 15.7%
Disposition : Routine 97.1% 90.2%
Disposition : Home Health Care 0% 5.9%
Payer : Medicare 11.8% 15.7%
Payer : Medicaid 11.8% 13.7%
Payer : Private insurance 14.7% 11.8%
Payer : Self-pay 14.7% 13.7%
Payer : Other payer 11.8% 13.7%
Payer : Unknown payer 14.7% 13.7%
Payer : No charge 17.6% 11.8%
Race : White 11.8% 11.8%
Race : Black 11.8% 13.7%
Race : Hispanic 14.7% 13.7%
Race : Asian or Pacific Islander 14.7% 15.7%
Race : Native American 11.8% 11.8%
Race : Other 11.8% 13.7%
Race : Race missing, unknown 14.7% 15.7%
Procedure Distribution
Procedure Code Description Count
P5551 Nephroureterectomy 980
P403 Regional lymph node excision 120
P9904 Transfusion of packed cells 130
P5421 Laparoscopy 130
P5451 Laparoscopic lysis of peritoneal adhesions 20
P1742 Laparoscopic robotic assisted procedure 30
P0722 Unilateral adrenalectomy 100
P4059 Radical excision of other lymph nodes 20
DRG Distribution
DRG Code Description Count
DG303 DRG V24 : KIDNEY AND URETER PROCEDURES FOR NEOPLASM 980
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D5601 Paralytic ileus 0 0 50
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 110
D71590 Osteoarthrosis, unspecified whether generalized or localized, site unspecified 0 0 20
D496 Chronic airway obstruction, not elsewhere classified 0 0 40
DV1046 Personal history of malignant neoplasm of prostate 0 0 20
D591 Hydronephrosis 0 0 20
D2859 Anemia, unspecified 0 0 40
D2449 Unspecified acquired hypothyroidism 0 0 40
D2851 Acute posthemorrhagic anemia 0 0 20
D2230 Benign neoplasm of kidney, except pelvis 50 0 40
D59971 Gross hematuria 0 0 20
D9974 Digestive system complications, not elsewhere classified 0 0 20
D42731 Atrial fibrillation 0 0 20
D3051 Tobacco use disorder 0 0 70
D2749 Gout, unspecified 0 0 20
D53081 Esophageal reflux 0 0 80
D1891 Malignant neoplasm of renal pelvis 70 0 50
D1890 Malignant neoplasm of kidney, except pelvis 780 0 580
D2720 Pure hypercholesterolemia 0 0 60
D1892 Malignant neoplasm of ureter 30 0 20
D2724 Other and unspecified hyperlipidemia 0 0 130
D41401 Coronary atherosclerosis of native coronary artery 0 0 30
DV1582 Personal history of tobacco use 0 0 110
D4019 Unspecified essential hypertension 0 0 370
D60000 Hypertrophy (benign) of prostate without urinary obstruction and other lower urinary tract symptom (LUTS) 0 0 30
D49390 Asthma, unspecified type, unspecified 0 0 20
D5997 Description not found for D5997 0 0 40
D1962 Secondary and unspecified malignant neoplasm of intra-abdominal lymph nodes 0 0 20
D9982 Accidental puncture or laceration during a procedure, not elsewhere classified 0 0 20
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 20
D27800 Obesity, unspecified 0 0 40
D5680 Peritoneal adhesions (postoperative) (postinfection) 0 0 30
External Causes Distribution
External Cause Code Description Count
EE8786 Removal of other organ (partial) (total) causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation 30
EE8497 Accidents occurring in residential institution 90