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)

890

Sex Count
Male 560
Female 300
In hospital
Mortality
Length of Stay Distribution
Mean LOS: 4.05 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 to home ( N1_f )

Mean ΔT: 3.89 days FQ: 2 days Median: 3 days TQ: 5 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 130
Another hospital 150
Another health facility including LTC 130
Emergency department 130
Unknown 160
Court/Law enforcement 160
Disposition Distribution
Disposition Count
Routine 890
Payer Distribution
Payer Count
Medicare 130
Medicaid 120
Private insurance 120
Self-pay 120
Other payer 120
Unknown payer 140
No charge 130
Race Distribution
Race Count
White 110
Black 120
Hispanic 120
Native American 120
Other 120
Race missing, unknown 140
Asian or Pacific Islander 140
State variation
S1 S2
Count 420 460
Sex : Male 61.9% 63.0%
Sex : Female 33.3% 34.8%
Source : Routine, birth, etc 14.3% 15.2%
Source : Another hospital 16.7% 15.2%
Source : Another health facility including LTC 14.3% 15.2%
Source : Emergency department 11.9% 15.2%
Source : Unknown 19.0% 15.2%
Source : Court/Law enforcement 16.7% 17.4%
Disposition : Routine 100.0% 100.0%
Payer : Medicare 11.9% 15.2%
Payer : Medicaid 14.3% 13.0%
Payer : Private insurance 11.9% 13.0%
Payer : Self-pay 11.9% 13.0%
Payer : Other payer 14.3% 13.0%
Payer : Unknown payer 16.7% 13.0%
Payer : No charge 14.3% 13.0%
Race : White 11.9% 13.0%
Race : Black 11.9% 13.0%
Race : Hispanic 14.3% 13.0%
Race : Native American 11.9% 13.0%
Race : Other 14.3% 13.0%
Race : Race missing, unknown 14.3% 15.2%
Race : Asian or Pacific Islander 16.7% 13.0%
Yearly variation
2006 2007 2008 2009 2010 2011
Count 150 150 140 160 130 130
Sex : Male 60.0% 66.7% 57.1% 62.5% 61.5% 69.2%
Sex : Female 40.0% 33.3% 35.7% 31.3% 23.1% 30.8%
Source : Court/Law enforcement 13.3% 20.0% 21.4% 12.5% 0% 23.1%
Source : Routine, birth, etc 13.3% 0% 0% 18.8% 15.4% 15.4%
Source : Another hospital 13.3% 20.0% 14.3% 12.5% 0% 15.4%
Source : Emergency department 13.3% 0% 14.3% 12.5% 15.4% 0%
Source : Unknown 20.0% 13.3% 14.3% 12.5% 15.4% 15.4%
Disposition : Routine 100.0% 100.0% 100.0% 100.0% 100.0% 100.0%
Payer : Medicare 13.3% 0% 0% 12.5% 15.4% 0%
Payer : Medicaid 13.3% 0% 0% 0% 15.4% 15.4%
Payer : Self-pay 20.0% 13.3% 0% 12.5% 0% 0%
Payer : No charge 13.3% 13.3% 14.3% 12.5% 0% 15.4%
Race : White 13.3% 0% 0% 0% 0% 15.4%
Race : Black 13.3% 13.3% 0% 0% 0% 15.4%
Race : Asian or Pacific Islander 20.0% 13.3% 14.3% 0% 0% 0%
Race : Native American 13.3% 13.3% 0% 0% 0% 0%
Source : Another health facility including LTC 0% 13.3% 0% 12.5% 23.1% 0%
Payer : Private insurance 0% 13.3% 0% 12.5% 0% 15.4%
Payer : Other payer 0% 13.3% 14.3% 12.5% 0% 0%
Payer : Unknown payer 0% 20.0% 14.3% 12.5% 15.4% 15.4%
Race : Other 0% 13.3% 0% 12.5% 15.4% 0%
Race : Race missing, unknown 0% 13.3% 21.4% 18.8% 15.4% 0%
Race : Hispanic 0% 0% 14.3% 18.8% 0% 0%
Age Distribution
Age Count
80 - 99 140
40 - 59 200
60 - 79 530
Mean age First quartile Median Third quartile
67.96 years 60 years 69 years 76 years
65 >= Age > 45 85 >= Age > 65
Count 330 460
Sex : Male 63.6% 63.0%
Sex : Female 30.3% 34.8%
Source : Routine, birth, etc 12.1% 15.2%
Source : Another hospital 15.2% 17.4%
Source : Another health facility including LTC 12.1% 15.2%
Source : Emergency department 15.2% 13.0%
Source : Unknown 18.2% 17.4%
Source : Court/Law enforcement 21.2% 15.2%
Disposition : Routine 100.0% 100.0%
Payer : Medicare 9.1% 17.4%
Payer : Medicaid 12.1% 15.2%
Payer : Private insurance 12.1% 10.9%
Payer : Self-pay 15.2% 13.0%
Payer : Other payer 12.1% 13.0%
Payer : Unknown payer 15.2% 15.2%
Payer : No charge 18.2% 10.9%
Race : White 12.1% 10.9%
Race : Black 12.1% 13.0%
Race : Hispanic 15.2% 13.0%
Race : Asian or Pacific Islander 15.2% 15.2%
Race : Native American 12.1% 10.9%
Race : Other 12.1% 13.0%
Race : Race missing, unknown 15.2% 15.2%
Procedure Distribution
Procedure Code Description Count
P5551 Nephroureterectomy 890
P403 Regional lymph node excision 110
P9904 Transfusion of packed cells 100
P5421 Laparoscopy 130
P5451 Laparoscopic lysis of peritoneal adhesions 20
P1742 Laparoscopic robotic assisted procedure 20
P0722 Unilateral adrenalectomy 90
DRG Distribution
DRG Code Description Count
DG303 DRG V24 : KIDNEY AND URETER PROCEDURES FOR NEOPLASM 890
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D5601 Paralytic ileus 0 0 40
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 100
D71590 Osteoarthrosis, unspecified whether generalized or localized, site unspecified 0 0 20
D496 Chronic airway obstruction, not elsewhere classified 0 0 40
D2859 Anemia, unspecified 0 0 40
D2449 Unspecified acquired hypothyroidism 0 0 30
D2851 Acute posthemorrhagic anemia 0 0 20
D2230 Benign neoplasm of kidney, except pelvis 40 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 60
D53081 Esophageal reflux 0 0 70
D1891 Malignant neoplasm of renal pelvis 60 0 40
D1890 Malignant neoplasm of kidney, except pelvis 720 0 550
D2720 Pure hypercholesterolemia 0 0 60
D1892 Malignant neoplasm of ureter 20 0 0
D2724 Other and unspecified hyperlipidemia 0 0 120
D41401 Coronary atherosclerosis of native coronary artery 0 0 30
DV1582 Personal history of tobacco use 0 0 100
D4019 Unspecified essential hypertension 0 0 340
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 30
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 20
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 80