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)

1,560

Sex Count
Male 970
Female 560
Sex unknown 30
In hospital
Mortality
Length of Stay Distribution
Mean LOS: 4.79 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 Discharge, Transferred or Died ( N1_x )

Mean ΔT: 4.79 days FQ: 2 days Median: 4 days TQ: 5 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 230
Another hospital 270
Another health facility including LTC 260
Emergency department 240
Unknown 260
Court/Law enforcement 270
Disposition Distribution
Disposition Count
Routine 1360
Home Health Care 120
Transfer other SNF, ICF, etc. 50
Payer Distribution
Payer Count
Medicare 230
Medicaid 210
Private insurance 210
Self-pay 210
Other payer 220
Unknown payer 230
No charge 220
Race Distribution
Race Count
White 200
Black 200
Hispanic 220
Asian or Pacific Islander 240
Native American 220
Other 230
Race missing, unknown 230
State variation
S1 S2
Count 750 810
Sex : Male 62.7% 61.7%
Sex : Female 34.7% 35.8%
Source : Routine, birth, etc 14.7% 13.6%
Source : Another hospital 17.3% 17.3%
Source : Another health facility including LTC 16.0% 17.3%
Source : Emergency department 13.3% 17.3%
Source : Unknown 18.7% 14.8%
Source : Court/Law enforcement 17.3% 17.3%
Disposition : Routine 88.0% 86.4%
Disposition : Home Health Care 8.0% 7.4%
Disposition : Transfer other SNF, ICF, etc. 2.7% 3.7%
Payer : Medicare 14.7% 14.8%
Payer : Medicaid 12.0% 14.8%
Payer : Private insurance 13.3% 13.6%
Payer : Self-pay 14.7% 12.3%
Payer : Other payer 14.7% 13.6%
Payer : Unknown payer 14.7% 13.6%
Payer : No charge 13.3% 13.6%
Race : White 12.0% 13.6%
Race : Black 12.0% 13.6%
Race : Hispanic 14.7% 12.3%
Race : Native American 13.3% 13.6%
Race : Other 14.7% 13.6%
Race : Race missing, unknown 14.7% 14.8%
Race : Asian or Pacific Islander 16.0% 14.8%
Yearly variation
2006 2007 2008 2009 2010 2011
Count 260 250 250 280 230 260
Sex : Male 61.5% 60.0% 56.0% 60.7% 65.2% 65.4%
Sex : Female 34.6% 36.0% 40.0% 35.7% 30.4% 34.6%
Source : Court/Law enforcement 15.4% 16.0% 16.0% 17.9% 13.0% 19.2%
Source : Another hospital 15.4% 20.0% 16.0% 14.3% 13.0% 15.4%
Source : Another health facility including LTC 11.5% 16.0% 20.0% 14.3% 17.4% 11.5%
Source : Emergency department 15.4% 12.0% 12.0% 14.3% 17.4% 15.4%
Source : Unknown 15.4% 12.0% 16.0% 14.3% 17.4% 15.4%
Source : Routine, birth, etc 15.4% 12.0% 12.0% 14.3% 13.0% 15.4%
Disposition : Routine 88.5% 88.0% 88.0% 85.7% 91.3% 84.6%
Payer : Medicare 15.4% 12.0% 16.0% 17.9% 13.0% 11.5%
Payer : Medicaid 11.5% 12.0% 12.0% 7.1% 17.4% 15.4%
Payer : Private insurance 11.5% 12.0% 16.0% 14.3% 8.7% 11.5%
Payer : Self-pay 15.4% 12.0% 12.0% 10.7% 13.0% 11.5%
Payer : Other payer 11.5% 12.0% 16.0% 14.3% 13.0% 11.5%
Payer : Unknown payer 11.5% 16.0% 12.0% 14.3% 13.0% 11.5%
Payer : No charge 7.7% 12.0% 12.0% 14.3% 13.0% 15.4%
Race : White 15.4% 12.0% 12.0% 10.7% 8.7% 15.4%
Race : Black 11.5% 12.0% 12.0% 7.1% 13.0% 11.5%
Race : Hispanic 11.5% 12.0% 16.0% 17.9% 13.0% 11.5%
Race : Native American 11.5% 16.0% 12.0% 10.7% 13.0% 15.4%
Race : Other 11.5% 12.0% 12.0% 10.7% 17.4% 11.5%
Race : Race missing, unknown 7.7% 12.0% 16.0% 17.9% 13.0% 11.5%
Race : Asian or Pacific Islander 19.2% 16.0% 12.0% 10.7% 13.0% 11.5%
Disposition : Home Health Care 0% 0% 0% 10.7% 0% 11.5%
Age Distribution
Age Count
40 - 59 320
60 - 79 880
80 - 99 330
Mean age First quartile Median Third quartile
69.3 years 61 years 70 years 78 years
65 >= Age > 45 85 >= Age > 65 Age > 85
Count 530 810 160
Sex : Male 62.3% 61.7% 56.3%
Sex : Female 32.1% 35.8% 37.5%
Source : Routine, birth, etc 13.2% 14.8% 12.5%
Source : Another hospital 17.0% 17.3% 12.5%
Source : Another health facility including LTC 15.1% 17.3% 18.8%
Source : Emergency department 15.1% 16.0% 12.5%
Source : Unknown 17.0% 16.0% 18.8%
Source : Court/Law enforcement 18.9% 16.0% 12.5%
Disposition : Routine 96.2% 85.2% 62.5%
Disposition : Home Health Care 0% 8.6% 18.8%
Disposition : Transfer other SNF, ICF, etc. 0% 2.5% 12.5%
Payer : Medicare 13.2% 16.0% 0%
Payer : Medicaid 11.3% 13.6% 12.5%
Payer : Private insurance 13.2% 12.3% 0%
Payer : Self-pay 15.1% 12.3% 12.5%
Payer : Other payer 13.2% 13.6% 18.8%
Payer : Unknown payer 13.2% 14.8% 12.5%
Payer : No charge 15.1% 12.3% 12.5%
Race : White 13.2% 12.3% 12.5%
Race : Black 13.2% 13.6% 0%
Race : Hispanic 15.1% 13.6% 0%
Race : Asian or Pacific Islander 17.0% 14.8% 12.5%
Race : Native American 11.3% 13.6% 18.8%
Race : Other 13.2% 14.8% 12.5%
Race : Race missing, unknown 15.1% 14.8% 12.5%
Procedure Distribution
Procedure Code Description Count
P5523 Closed [percutaneous] [needle] biopsy of kidney 20
P5503 Percutaneous nephrostomy without fragmentation 50
P688 Pelvic evisceration 20
P4029 Simple excision of other lymphatic structure 20
P598 Ureteral catheterization 100
P5451 Laparoscopic lysis of peritoneal adhesions 30
P8774 Retrograde pyelogram 30
P4059 Radical excision of other lymph nodes 20
P5459 Other lysis of peritoneal adhesions 20
P5534 Laparoscopic ablation of renal lesion or tissue 20
P5421 Laparoscopy 170
P554 Partial nephrectomy 360
P5641 Partial ureterectomy 20
P5551 Nephroureterectomy 990
P0390 Insertion of catheter into spinal canal for infusion of therapeutic or palliative substances 30
P9904 Transfusion of packed cells 210
P5539 Other local destruction or excision of renal lesion or tissue 20
P3893 Venous catheterization, not elsewhere classified 40
P0391 Injection of anesthetic into spinal canal for analgesia 20
P5749 Other transurethral excision or destruction of lesion or tissue of bladder 40
P403 Regional lymph node excision 150
P1742 Laparoscopic robotic assisted procedure 80
P0722 Unilateral adrenalectomy 110
P8875 Diagnostic ultrasound of urinary system 20
P5732 Other cystoscopy 30
P9907 Transfusion of other serum 20
DRG Distribution
DRG Code Description Count
DG303 DRG V24 : KIDNEY AND URETER PROCEDURES FOR NEOPLASM 1560
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D496 Chronic airway obstruction, not elsewhere classified 0 0 60
D5601 Paralytic ileus 0 0 80
D1888 Malignant neoplasm of other specified sites of bladder 20 0 0
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 170
D71590 Osteoarthrosis, unspecified whether generalized or localized, site unspecified 0 0 40
D42789 Other specified cardiac dysrhythmias 0 0 20
D32723 Obstructive sleep apnea (adult)(pediatric) 0 0 30
DV1046 Personal history of malignant neoplasm of prostate 0 0 30
D5180 Pulmonary collapse 0 0 30
D311 Depressive disorder, not elsewhere classified 0 0 30
D591 Hydronephrosis 0 0 40
D4280 Congestive heart failure, unspecified 0 0 30
D5849 Acute kidney failure, unspecified 0 0 40
D2859 Anemia, unspecified 0 0 60
D2449 Unspecified acquired hypothyroidism 0 0 70
D30000 Anxiety state, unspecified 0 0 20
D53081 Esophageal reflux 0 0 150
D1889 Malignant neoplasm of bladder, part unspecified 20 0 0
D2851 Acute posthemorrhagic anemia 0 0 50
D2230 Benign neoplasm of kidney, except pelvis 110 0 90
DV5866 Long-term (current) use of aspirin 0 0 20
D59971 Gross hematuria 0 0 30
D73300 Osteoporosis, unspecified 0 0 20
D9974 Digestive system complications, not elsewhere classified 0 0 40
D42731 Atrial fibrillation 0 0 40
DV1051 Personal history of malignant neoplasm of bladder 0 0 20
D3051 Tobacco use disorder 0 0 100
D2749 Gout, unspecified 0 0 30
D2761 Hyposmolality and/or hyponatremia 0 0 20
D1891 Malignant neoplasm of renal pelvis 80 0 50
D1890 Malignant neoplasm of kidney, except pelvis 1130 0 840
D2720 Pure hypercholesterolemia 0 0 90
D1892 Malignant neoplasm of ureter 50 0 40
DV4581 Aortocoronary bypass status 0 0 20
D2768 Hypopotassemia 0 0 20
DV4582 Percutaneous transluminal coronary angioplasty status 0 0 30
D41401 Coronary atherosclerosis of native coronary artery 0 0 50
DV103 Personal history of malignant neoplasm of breast 0 0 20
DV1582 Personal history of tobacco use 0 0 170
D2724 Other and unspecified hyperlipidemia 0 0 210
D2395 Neoplasm of unspecified nature of other genitourinary organs 30 0 20
D4019 Unspecified essential hypertension 0 0 550
D5859 Chronic kidney disease, unspecified 0 0 30
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 30
D40390 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage I through stage IV, or unspecified 0 0 50
D27801 Morbid obesity 0 0 20
D27800 Obesity, unspecified 0 0 70
D5939 Unspecified disorder of kidney and ureter 0 0 20
D5680 Peritoneal adhesions (postoperative) (postinfection) 0 0 40
D412 Old myocardial infarction 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 50
EE8497 Accidents occurring in residential institution 150
EE8700 Accidental cut, puncture, perforation or hemorrhage during surgical operation 20