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.

Admission all sources ( N1_a ) followed by Ureteral catheterization ( P598 )

In visits with Primary Diagnosis: Calculus of kidney ( D5920 )

Adult patients (Age > 20 years)

Visits
Adult patients (Age > 20 years)

360

Sex Count
Male 180
Female 170
In hospital
Mortality
Length of Stay Distribution
Mean LOS: 2.72 days FQ: 1 days Median: 2 days TQ: 3 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Admission all sources ( N1_a ) followed by Ureteral catheterization ( P598 )

Mean ΔT: 0.69 days FQ: 0 days Median: 0 days TQ: 1 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 70
Another hospital 60
Another health facility including LTC 50
Emergency department 50
Unknown 60
Court/Law enforcement 50
Disposition Distribution
Disposition Count
Routine 330
Payer Distribution
Payer Count
Medicare 60
Medicaid 30
Private insurance 60
Self-pay 40
Other payer 50
Unknown payer 50
No charge 40
Race Distribution
Race Count
White 50
Black 50
Hispanic 40
Asian or Pacific Islander 60
Native American 40
Other 50
Race missing, unknown 40
State variation
S1 S2
Count 180 170
Sex : Male 50.0% 52.9%
Sex : Female 50.0% 47.1%
Source : Routine, birth, etc 16.7% 23.5%
Source : Another hospital 16.7% 17.6%
Source : Emergency department 16.7% 11.8%
Source : Unknown 16.7% 17.6%
Source : Court/Law enforcement 11.1% 11.8%
Disposition : Routine 94.4% 94.1%
Payer : Medicare 16.7% 17.6%
Payer : Private insurance 16.7% 17.6%
Payer : Self-pay 11.1% 11.8%
Payer : Other payer 16.7% 11.8%
Payer : Unknown payer 11.1% 11.8%
Payer : No charge 0% 11.8%
Race : White 16.7% 11.8%
Race : Black 16.7% 11.8%
Race : Hispanic 11.1% 11.8%
Race : Asian or Pacific Islander 11.1% 17.6%
Race : Native American 11.1% 11.8%
Race : Other 11.1% 17.6%
Race : Race missing, unknown 11.1% 11.8%
Source : Another health facility including LTC 16.7% 0%
Payer : Medicaid 11.1% 0%
Yearly variation
Count
Age Distribution
Age Count
80 - 99 30
40 - 59 140
60 - 79 140
20 - 39 30
Mean age First quartile Median Third quartile
60.01 years 49 years 60 years 71 years
65 >= Age > 45 85 >= Age > 65
Count 170 100
Sex : Male 47.1% 50.0%
Sex : Female 47.1% 50.0%
Source : Routine, birth, etc 17.6% 20.0%
Source : Another hospital 17.6% 20.0%
Disposition : Routine 94.1% 90.0%
Payer : Private insurance 11.8% 20.0%
Race : Hispanic 0% 20.0%
Source : Another health facility including LTC 11.8% 0%
Source : Emergency department 11.8% 0%
Source : Unknown 17.6% 0%
Source : Court/Law enforcement 11.8% 0%
Payer : Medicare 17.6% 0%
Payer : Self-pay 11.8% 0%
Payer : Other payer 11.8% 0%
Payer : Unknown payer 11.8% 0%
Payer : No charge 11.8% 0%
Race : White 11.8% 0%
Race : Black 11.8% 0%
Race : Asian or Pacific Islander 17.6% 0%
Race : Native American 11.8% 0%
Race : Other 11.8% 0%
Race : Race missing, unknown 11.8% 0%
Procedure Distribution
Procedure Code Description Count
P560 Transurethral removal of obstruction from ureter and renal pelvis 90
P5631 Ureteroscopy 20
P8775 Percutaneous pyelogram 20
P598 Ureteral catheterization 360
P5504 Percutaneous nephrostomy with fragmentation 80
P9851 Extracorporeal shockwave lithotripsy [ESWL] of the kidney, ureter and/or bladder 30
P5501 Nephrotomy 20
P8774 Retrograde pyelogram 120
P5503 Percutaneous nephrostomy without fragmentation 30
P5732 Other cystoscopy 50
DRG Distribution
DRG Code Description Count
DG305 DRG V24 : KIDNEY AND URETER PROCEDURES FOR NON-NEOPLASM W/O CC 80
DG310 DRG V24 : TRANSURETHRAL PROCEDURES W CC 50
DG323 DRG V24 : URINARY STONES W CC, &/OR ESW LITHOTRIPSY 120
DG304 DRG V24 : KIDNEY AND URETER PROCEDURES FOR NON-NEOPLASM W CC 60
DG311 DRG V24 : TRANSURETHRAL PROCEDURES W/O CC 20
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D3051 Tobacco use disorder 0 0 20
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 40
D2449 Unspecified acquired hypothyroidism 0 0 20
D53081 Esophageal reflux 0 0 20
D2724 Other and unspecified hyperlipidemia 0 0 30
D5990 Urinary tract infection, site not specified 0 0 30
D591 Hydronephrosis 0 0 80
DV1582 Personal history of tobacco use 0 0 20
D4019 Unspecified essential hypertension 0 0 100
D5921 Calculus of ureter 0 0 60
D5920 Calculus of kidney 360 0 290
External Causes Distribution
External Cause Code Description Count