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)

1,360

Sex Count
Male 860
Female 470
Sex unknown 30
In hospital
Mortality
Length of Stay Distribution
Mean LOS: 4.08 days FQ: 2 days Median: 4 days TQ: 5 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Admission all sources ( N1_a ) followed by Discharged to home ( N1_f )

Mean ΔT: 4.08 days FQ: 2 days Median: 4 days TQ: 5 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 210
Another hospital 240
Another health facility including LTC 220
Emergency department 210
Unknown 240
Court/Law enforcement 230
Disposition Distribution
Disposition Count
Routine 1360
Payer Distribution
Payer Count
Medicare 210
Medicaid 180
Private insurance 190
Self-pay 190
Other payer 190
Unknown payer 200
No charge 180
Race Distribution
Race Count
White 170
Black 180
Hispanic 190
Asian or Pacific Islander 210
Native American 200
Other 190
Race missing, unknown 200
State variation
S1 S2
Count 660 700
Sex : Male 63.6% 62.9%
Sex : Female 33.3% 34.3%
Source : Routine, birth, etc 15.2% 14.3%
Source : Another hospital 16.7% 17.1%
Source : Another health facility including LTC 15.2% 15.7%
Source : Emergency department 13.6% 17.1%
Source : Unknown 18.2% 15.7%
Source : Court/Law enforcement 16.7% 17.1%
Disposition : Routine 100.0% 100.0%
Payer : Medicare 13.6% 15.7%
Payer : Medicaid 12.1% 14.3%
Payer : Private insurance 13.6% 14.3%
Payer : Self-pay 15.2% 12.9%
Payer : Other payer 13.6% 12.9%
Payer : Unknown payer 13.6% 14.3%
Payer : No charge 13.6% 12.9%
Race : White 10.6% 12.9%
Race : Black 12.1% 14.3%
Race : Hispanic 13.6% 12.9%
Race : Native American 15.2% 14.3%
Race : Other 13.6% 12.9%
Race : Race missing, unknown 15.2% 14.3%
Race : Asian or Pacific Islander 15.2% 14.3%
Yearly variation
2006 2007 2008 2009 2010 2011
Count 230 220 220 240 210 220
Sex : Male 60.9% 63.6% 59.1% 62.5% 66.7% 68.2%
Sex : Female 34.8% 31.8% 36.4% 33.3% 28.6% 31.8%
Source : Court/Law enforcement 13.0% 18.2% 18.2% 16.7% 14.3% 18.2%
Source : Routine, birth, etc 13.0% 13.6% 9.1% 16.7% 14.3% 13.6%
Source : Another hospital 17.4% 18.2% 18.2% 12.5% 14.3% 18.2%
Source : Another health facility including LTC 13.0% 18.2% 18.2% 12.5% 19.0% 9.1%
Source : Emergency department 17.4% 9.1% 13.6% 16.7% 14.3% 13.6%
Source : Unknown 17.4% 13.6% 13.6% 12.5% 14.3% 18.2%
Disposition : Routine 100.0% 100.0% 100.0% 100.0% 100.0% 100.0%
Payer : Medicare 13.0% 13.6% 13.6% 16.7% 14.3% 9.1%
Payer : Medicaid 13.0% 9.1% 9.1% 8.3% 14.3% 13.6%
Payer : Private insurance 13.0% 13.6% 13.6% 12.5% 9.5% 13.6%
Payer : Self-pay 17.4% 13.6% 13.6% 8.3% 9.5% 9.1%
Payer : Other payer 13.0% 13.6% 13.6% 12.5% 9.5% 13.6%
Payer : Unknown payer 13.0% 18.2% 13.6% 16.7% 14.3% 9.1%
Payer : No charge 8.7% 9.1% 13.6% 12.5% 9.5% 13.6%
Race : White 13.0% 9.1% 13.6% 8.3% 0% 13.6%
Race : Black 13.0% 13.6% 9.1% 8.3% 14.3% 13.6%
Race : Hispanic 13.0% 9.1% 13.6% 20.8% 9.5% 13.6%
Race : Native American 13.0% 13.6% 9.1% 12.5% 14.3% 13.6%
Race : Other 8.7% 9.1% 13.6% 12.5% 19.0% 13.6%
Race : Race missing, unknown 8.7% 13.6% 13.6% 20.8% 14.3% 9.1%
Race : Asian or Pacific Islander 17.4% 13.6% 13.6% 12.5% 14.3% 13.6%
Age Distribution
Age Count
40 - 59 300
60 - 79 810
80 - 99 230
Mean age First quartile Median Third quartile
67.96 years 60 years 69 years 76 years
65 >= Age > 45 85 >= Age > 65 Age > 85
Count 510 690 100
Sex : Male 64.7% 63.8% 60.0%
Sex : Female 31.4% 34.8% 40.0%
Source : Routine, birth, etc 13.7% 15.9% 0%
Source : Another hospital 17.6% 17.4% 0%
Source : Another health facility including LTC 13.7% 15.9% 0%
Source : Emergency department 13.7% 15.9% 0%
Source : Unknown 15.7% 15.9% 20.0%
Source : Court/Law enforcement 19.6% 15.9% 0%
Disposition : Routine 100.0% 100.0% 100.0%
Payer : Medicare 13.7% 15.9% 0%
Payer : Medicaid 9.8% 14.5% 0%
Payer : Private insurance 13.7% 13.0% 0%
Payer : Self-pay 15.7% 13.0% 0%
Payer : Other payer 11.8% 14.5% 0%
Payer : Unknown payer 13.7% 14.5% 0%
Payer : No charge 15.7% 11.6% 0%
Race : White 11.8% 11.6% 0%
Race : Black 11.8% 14.5% 0%
Race : Hispanic 13.7% 14.5% 0%
Race : Asian or Pacific Islander 15.7% 14.5% 0%
Race : Native American 11.8% 13.0% 20.0%
Race : Other 11.8% 14.5% 0%
Race : Race missing, unknown 13.7% 14.5% 0%
Procedure Distribution
Procedure Code Description Count
P5523 Closed [percutaneous] [needle] biopsy of kidney 20
P598 Ureteral catheterization 90
P5451 Laparoscopic lysis of peritoneal adhesions 30
P8774 Retrograde pyelogram 30
P4059 Radical excision of other lymph nodes 20
P5534 Laparoscopic ablation of renal lesion or tissue 20
P5421 Laparoscopy 150
P554 Partial nephrectomy 340
P5503 Percutaneous nephrostomy without fragmentation 20
P5641 Partial ureterectomy 20
P5551 Nephroureterectomy 890
P0390 Insertion of catheter into spinal canal for infusion of therapeutic or palliative substances 30
P9904 Transfusion of packed cells 140
P5539 Other local destruction or excision of renal lesion or tissue 20
P3893 Venous catheterization, not elsewhere classified 20
P0391 Injection of anesthetic into spinal canal for analgesia 20
P5749 Other transurethral excision or destruction of lesion or tissue of bladder 30
P403 Regional lymph node excision 130
P1742 Laparoscopic robotic assisted procedure 70
P0722 Unilateral adrenalectomy 100
P5732 Other cystoscopy 30
DRG Distribution
DRG Code Description Count
DG303 DRG V24 : KIDNEY AND URETER PROCEDURES FOR NEOPLASM 1360
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D496 Chronic airway obstruction, not elsewhere classified 0 0 50
D5601 Paralytic ileus 0 0 70
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 160
D71590 Osteoarthrosis, unspecified whether generalized or localized, site unspecified 0 0 30
D32723 Obstructive sleep apnea (adult)(pediatric) 0 0 20
DV1046 Personal history of malignant neoplasm of prostate 0 0 20
D5180 Pulmonary collapse 0 0 20
D311 Depressive disorder, not elsewhere classified 0 0 30
D591 Hydronephrosis 0 0 30
D5849 Acute kidney failure, unspecified 0 0 20
D2859 Anemia, unspecified 0 0 50
D2449 Unspecified acquired hypothyroidism 0 0 60
D30000 Anxiety state, unspecified 0 0 20
D2851 Acute posthemorrhagic anemia 0 0 30
D2230 Benign neoplasm of kidney, except pelvis 100 0 80
D59971 Gross hematuria 0 0 20
D9974 Digestive system complications, not elsewhere classified 0 0 40
D42731 Atrial fibrillation 0 0 30
DV1051 Personal history of malignant neoplasm of bladder 0 0 20
D3051 Tobacco use disorder 0 0 90
D2749 Gout, unspecified 0 0 30
D53081 Esophageal reflux 0 0 140
D1891 Malignant neoplasm of renal pelvis 70 0 50
D1890 Malignant neoplasm of kidney, except pelvis 1040 0 800
D2720 Pure hypercholesterolemia 0 0 80
D1892 Malignant neoplasm of ureter 40 0 30
DV4581 Aortocoronary bypass status 0 0 20
D2724 Other and unspecified hyperlipidemia 0 0 180
DV4582 Percutaneous transluminal coronary angioplasty status 0 0 20
D41401 Coronary atherosclerosis of native coronary artery 0 0 40
DV1582 Personal history of tobacco use 0 0 160
D2395 Neoplasm of unspecified nature of other genitourinary organs 30 0 20
D4019 Unspecified essential hypertension 0 0 500
D5859 Chronic kidney disease, unspecified 0 0 20
D60000 Hypertrophy (benign) of prostate without urinary obstruction and other lower urinary tract symptom (LUTS) 0 0 50
D49390 Asthma, unspecified type, unspecified 0 0 40
D5997 Description not found for D5997 0 0 50
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 30
D27801 Morbid obesity 0 0 20
D27800 Obesity, unspecified 0 0 70
D5680 Peritoneal adhesions (postoperative) (postinfection) 0 0 30
D412 Old myocardial infarction 0 0 20
External Causes Distribution
External Cause Code Description Count
EE8497 Accidents occurring in residential institution 120
EE8786 Removal of other organ (partial) (total) causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation 40