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.

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  2. Revisit Analytics
  3. Synthetic data 2006-2011 Inpatient, Ambulatory Surgery, ED
  4. N3DX_ED_D49392_N3CPT_ED_C71020

Primary Diagnosis during ED visits :Asthma, unspecified type, with (acute) exacerbation ( N3DX_ED_D49392 ) followed by Procedure during ED visits :Due to AMA Copyright we cannot show you description for CPT code 71020 ( N3CPT_ED_C71020 )

Revisits

Numerator 240

Discharged

Denominator 11,330

Revisit Rate

240 / 11,330 = 2.1 %

Index = Discharged + Died + Transferred

11410 (100%) = 11330 (99.3%) + 0 (0.0%) + 0 (0.0%)

Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset200

Revisits during 50 days since discharge:

Mean ΔT: 101.73 days FQ: 13 days Median: 56 days TQ: 164 days

Revisits during 50 weeks since discharge:

Mean ΔT: 14.15 weeks FQ: 1 weeks Median: 8 weeks TQ: 23 weeks
Sex Distribution
Sex Initial Sub Discharged
Male 33.33 % 33.33 % 36.63 %
Female 62.5 % 62.5 % 61.96 %
Sex unknown 0.0 % 0.0 % 1.41 %
Race Distribution
Race Initial Sub Discharged
White 12.5 % 12.5 % 14.56 %
Black 12.5 % 16.67 % 13.42 %
Hispanic 8.33 % 12.5 % 14.21 %
Asian or Pacific Islander 12.5 % 8.33 % 14.39 %
Native American 16.67 % 12.5 % 14.56 %
Other 12.5 % 12.5 % 14.12 %
Race missing, unknown 12.5 % 16.67 % 14.56 %
Payer Distribution
Payer Initial Sub Discharged
Medicare 12.5 % 12.5 % 14.47 %
Medicaid 16.67 % 16.67 % 14.3 %
Private insurance 12.5 % 12.5 % 14.65 %
Self-pay 12.5 % 12.5 % 13.86 %
Other payer 8.33 % 8.33 % 14.21 %
Unknown payer 12.5 % 12.5 % 14.3 %
No charge 12.5 % 12.5 % 14.12 %
Source Distribution
Source Initial Sub Discharged
Another health facility including LTC 12.5 % 16.67 % 16.86 %
Emergency department 12.5 % 16.67 % 16.42 %
Unknown 12.5 % 16.67 % 16.5 %
Court/Law enforcement 12.5 % 16.67 % 17.21 %
Routine, birth, etc 16.67 % 12.5 % 16.59 %
Another hospital 16.67 % 12.5 % 16.24 %
Disposition Distribution
Disposition Initial Sub Discharged
Unknown 0.0 % 0.0 % 0.35 %
Against medical advice 0.0 % 0.0 % 0.71 %
Routine 95.83 % 95.83 % 98.68 %
Length of Stay Distribution
Discharged
Initial
Subsequent
Visits Mean LOS First quartile Median Third quartile
Discharged 0.0 days 0 days 0 days 0 days
Initial 0.0 days 0 days 0 days 0 days
Sub 0.0 days 0 days 0 days 0 days
Age Distribution
Discharged
Initial
Subsequent
Visits Mean Age First quartile Median Third quartile
Discharged 44.64 year 30 year 43 year 56 year
Initial 45.7 year 31 year 45 year 56 year
Sub 46.1 year 32 year 45 year 57 year
Procedure Distribution
Procedure Code Description Initial Sub Discharged
C94664 Due to AMA Copyright we cannot show you description for CPT code 94664 12.5 % 12.5 % 6.53 %
C94760 Due to AMA Copyright we cannot show you description for CPT code 94760 0.0 % 0.0 % 3.8 %
C94660 Due to AMA Copyright we cannot show you description for CPT code 94660 0.0 % 0.0 % 0.26 %
C94664_2 Due to AMA Copyright we cannot show you description for CPT code 94664_2 0.0 % 0.0 % 0.18 %
C99283_2 Due to AMA Copyright we cannot show you description for CPT code 99283_2 0.0 % 0.0 % 0.53 %
C96372 Due to AMA Copyright we cannot show you description for CPT code 96372 0.0 % 0.0 % 0.88 %
C90775 Due to AMA Copyright we cannot show you description for CPT code 90775 0.0 % 0.0 % 0.79 %
C96374 Due to AMA Copyright we cannot show you description for CPT code 96374 0.0 % 0.0 % 2.74 %
C96375 Due to AMA Copyright we cannot show you description for CPT code 96375 0.0 % 0.0 % 0.88 %
C84703 Due to AMA Copyright we cannot show you description for CPT code 84703 0.0 % 0.0 % 0.18 %
C85007 Due to AMA Copyright we cannot show you description for CPT code 85007 0.0 % 0.0 % 0.26 %
C94761 Due to AMA Copyright we cannot show you description for CPT code 94761 0.0 % 0.0 % 1.06 %
C71010 Due to AMA Copyright we cannot show you description for CPT code 71010 12.5 % 0.0 % 5.03 %
C85025 Due to AMA Copyright we cannot show you description for CPT code 85025 0.0 % 8.33 % 2.74 %
C85027 Due to AMA Copyright we cannot show you description for CPT code 85027 0.0 % 0.0 % 0.35 %
C93041 Due to AMA Copyright we cannot show you description for CPT code 93041 0.0 % 0.0 % 0.18 %
C94799 Due to AMA Copyright we cannot show you description for CPT code 94799 0.0 % 0.0 % 1.15 %
C83874 Due to AMA Copyright we cannot show you description for CPT code 83874 0.0 % 0.0 % 0.18 %
C93000 Due to AMA Copyright we cannot show you description for CPT code 93000 0.0 % 0.0 % 0.18 %
C93005 Due to AMA Copyright we cannot show you description for CPT code 93005 8.33 % 12.5 % 4.06 %
C94640_3 Due to AMA Copyright we cannot show you description for CPT code 94640_3 0.0 % 0.0 % 0.35 %
C99284_2 Due to AMA Copyright we cannot show you description for CPT code 99284_2 0.0 % 0.0 % 0.35 %
C94760_2 Due to AMA Copyright we cannot show you description for CPT code 94760_2 0.0 % 0.0 % 0.26 %
C90774 Due to AMA Copyright we cannot show you description for CPT code 90774 0.0 % 0.0 % 2.91 %
C99070_2 Due to AMA Copyright we cannot show you description for CPT code 99070_2 0.0 % 0.0 % 0.18 %
C81001 Due to AMA Copyright we cannot show you description for CPT code 81001 0.0 % 0.0 % 0.26 %
C36415_2 Due to AMA Copyright we cannot show you description for CPT code 36415_2 0.0 % 0.0 % 0.18 %
C82803 Due to AMA Copyright we cannot show you description for CPT code 82803 0.0 % 0.0 % 0.18 %
C81025 Due to AMA Copyright we cannot show you description for CPT code 81025 0.0 % 0.0 % 0.44 %
C99070 Due to AMA Copyright we cannot show you description for CPT code 99070 0.0 % 0.0 % 0.53 %
C84484 Due to AMA Copyright we cannot show you description for CPT code 84484 0.0 % 0.0 % 1.15 %
C90765 Due to AMA Copyright we cannot show you description for CPT code 90765 0.0 % 0.0 % 0.35 %
C96365 Due to AMA Copyright we cannot show you description for CPT code 96365 0.0 % 0.0 % 0.35 %
C90761 Due to AMA Copyright we cannot show you description for CPT code 90761 0.0 % 0.0 % 0.26 %
C83690 Due to AMA Copyright we cannot show you description for CPT code 83690 0.0 % 0.0 % 0.18 %
C96361 Due to AMA Copyright we cannot show you description for CPT code 96361 0.0 % 0.0 % 0.18 %
C83880 Due to AMA Copyright we cannot show you description for CPT code 83880 0.0 % 0.0 % 0.79 %
C71020 Due to AMA Copyright we cannot show you description for CPT code 71020 25.0 % 100.0 % 8.47 %
C80053 Due to AMA Copyright we cannot show you description for CPT code 80053 0.0 % 0.0 % 1.41 %
C36415 Due to AMA Copyright we cannot show you description for CPT code 36415 0.0 % 0.0 % 3.09 %
C36000 Due to AMA Copyright we cannot show you description for CPT code 36000 0.0 % 0.0 % 0.35 %
C82550 Due to AMA Copyright we cannot show you description for CPT code 82550 0.0 % 0.0 % 0.71 %
C82553 Due to AMA Copyright we cannot show you description for CPT code 82553 0.0 % 0.0 % 0.53 %
C85730 Due to AMA Copyright we cannot show you description for CPT code 85730 0.0 % 0.0 % 0.35 %
C93010 Due to AMA Copyright we cannot show you description for CPT code 93010 0.0 % 0.0 % 0.26 %
C94010 Due to AMA Copyright we cannot show you description for CPT code 94010 0.0 % 0.0 % 0.26 %
C80048 Due to AMA Copyright we cannot show you description for CPT code 80048 0.0 % 0.0 % 1.5 %
C85610 Due to AMA Copyright we cannot show you description for CPT code 85610 0.0 % 0.0 % 0.44 %
C99285 Due to AMA Copyright we cannot show you description for CPT code 99285 0.0 % 0.0 % 1.59 %
C99284 Due to AMA Copyright we cannot show you description for CPT code 99284 29.17 % 20.83 % 15.18 %
C94150 Due to AMA Copyright we cannot show you description for CPT code 94150 0.0 % 0.0 % 0.53 %
C94640_2 Due to AMA Copyright we cannot show you description for CPT code 94640_2 0.0 % 0.0 % 3.0 %
C99281 Due to AMA Copyright we cannot show you description for CPT code 99281 0.0 % 0.0 % 1.77 %
C99283 Due to AMA Copyright we cannot show you description for CPT code 99283 25.0 % 37.5 % 15.53 %
C99282 Due to AMA Copyright we cannot show you description for CPT code 99282 12.5 % 12.5 % 7.5 %
C87040 Due to AMA Copyright we cannot show you description for CPT code 87040 0.0 % 0.0 % 0.53 %
C90772 Due to AMA Copyright we cannot show you description for CPT code 90772 0.0 % 0.0 % 1.5 %
C94644 Due to AMA Copyright we cannot show you description for CPT code 94644 0.0 % 0.0 % 1.24 %
C94645 Due to AMA Copyright we cannot show you description for CPT code 94645 0.0 % 0.0 % 0.26 %
C94640 Due to AMA Copyright we cannot show you description for CPT code 94640 41.67 % 37.5 % 17.48 %
C90760 Due to AMA Copyright we cannot show you description for CPT code 90760 0.0 % 0.0 % 0.26 %
DRG Distribution
DRG Code Description Initial Sub Discharged
DG-1 Description not found for DG-1 100.0 % 100.0 % 100.0 %
Diagnosis Distribution
Diagnosis Code Description Initial Primary Sub Primary Discharged Primary Initial All Sub All Discharged All
D78060 Fever, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 0.18%
D4779 Allergic rhinitis, cause unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 0.44%
DV681 Issue of repeat prescriptions 0.0% 0.0% 0.0% 0.0% 0.0% 0.18%
D4659 Acute upper respiratory infections of unspecified site 0.0% 0.0% 0.0% 0.0% 0.0% 5.83%
DV5869 Long-term (current) use of other medications 0.0% 0.0% 0.0% 0.0% 0.0% 0.44%
D30000 Anxiety state, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 1.32%
DV5867 Long-term (current) use of insulin 0.0% 0.0% 0.0% 0.0% 0.0% 0.26%
D49392 Asthma, unspecified type, with (acute) exacerbation 100.0% 37.5% 100.0% 100.0% 41.67% 99.91%
DV5865 Long-term (current) use of steroids 0.0% 0.0% 0.0% 0.0% 0.0% 0.44%
D49390 Asthma, unspecified type, unspecified 0.0% 8.33% 0.0% 0.0% 20.83% 0.53%
D7862 Cough 0.0% 0.0% 0.0% 0.0% 0.0% 0.97%
D2720 Pure hypercholesterolemia 0.0% 0.0% 0.0% 0.0% 0.0% 0.71%
DV1259 Personal history of other diseases of circulatory system 0.0% 0.0% 0.0% 0.0% 0.0% 0.18%
D42789 Other specified cardiac dysrhythmias 0.0% 0.0% 0.0% 0.0% 0.0% 0.18%
DV146 Personal history of allergy to analgesic agent 0.0% 0.0% 0.0% 0.0% 0.0% 0.18%
D7806 Description not found for D7806 0.0% 0.0% 0.0% 0.0% 0.0% 0.18%
D4280 Congestive heart failure, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 0.62%
DV142 Personal history of allergy to sulfonamides 0.0% 0.0% 0.0% 0.0% 0.0% 0.18%
D2768 Hypopotassemia 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D462 Acute pharyngitis 0.0% 0.0% 0.0% 0.0% 0.0% 0.71%
DV103 Personal history of malignant neoplasm of breast 0.0% 0.0% 0.0% 0.0% 0.0% 0.18%
D78609 Other respiratory abnormalities 0.0% 0.0% 0.0% 0.0% 0.0% 1.32%
D4739 Unspecified sinusitis (chronic) 0.0% 0.0% 0.0% 0.0% 0.0% 0.44%
D27651 Dehydration 0.0% 0.0% 0.0% 0.0% 0.0% 0.44%
D7242 Lumbago 0.0% 0.0% 0.0% 0.0% 0.0% 0.26%
D78607 Wheezing 0.0% 0.0% 0.0% 0.0% 0.0% 0.26%
D3829 Unspecified otitis media 0.0% 0.0% 0.0% 0.0% 0.0% 0.26%
D2859 Anemia, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 0.26%
D7245 Backache, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 0.26%
D7840 Headache 0.0% 0.0% 0.0% 0.0% 0.0% 0.44%
D3051 Tobacco use disorder 0.0% 0.0% 0.0% 0.0% 0.0% 7.24%
DV140 Personal history of allergy to penicillin 0.0% 0.0% 0.0% 0.0% 0.0% 0.71%
D53081 Esophageal reflux 0.0% 0.0% 0.0% 0.0% 0.0% 0.71%
DV5866 Long-term (current) use of aspirin 0.0% 0.0% 0.0% 0.0% 0.0% 0.18%
D2724 Other and unspecified hyperlipidemia 0.0% 0.0% 0.0% 0.0% 0.0% 0.62%
D34690 Migraine, unspecified, without mention of intractable migraine without mention of status migrainosus 0.0% 0.0% 0.0% 0.0% 0.0% 0.18%
D4619 Acute sinusitis, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 0.26%
D4660 Acute bronchitis 0.0% 0.0% 0.0% 0.0% 0.0% 3.18%
D29680 Bipolar disorder, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 0.35%
DV222 Pregnant state, incidental 0.0% 0.0% 0.0% 0.0% 0.0% 0.26%
D30500 Alcohol abuse, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 0.26%
D78703 Vomiting alone 0.0% 0.0% 0.0% 0.0% 0.0% 0.18%
D42731 Atrial fibrillation 0.0% 0.0% 0.0% 0.0% 0.0% 0.26%
DV1261 Personal history of pneumonia (recurrent) 0.0% 0.0% 0.0% 0.0% 0.0% 0.26%
D7962 Elevated blood pressure reading without diagnosis of hypertension 0.0% 0.0% 0.0% 0.0% 0.0% 0.18%
D7850 Tachycardia, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 0.18%
D311 Depressive disorder, not elsewhere classified 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D490 Bronchitis, not specified as acute or chronic 0.0% 0.0% 0.0% 0.0% 0.0% 2.29%
D27801 Morbid obesity 0.0% 0.0% 0.0% 0.0% 0.0% 0.18%
D27800 Obesity, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D4019 Unspecified essential hypertension 0.0% 0.0% 0.0% 8.33% 8.33% 8.74%
D78900 Abdominal pain, unspecified site 0.0% 0.0% 0.0% 0.0% 0.0% 0.18%
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0.0% 0.0% 0.0% 0.0% 0.0% 3.71%
D4871 Influenza with other respiratory manifestations 0.0% 0.0% 0.0% 0.0% 0.0% 0.26%
D5990 Urinary tract infection, site not specified 0.0% 0.0% 0.0% 0.0% 0.0% 0.26%
DV1581 Personal history of noncompliance with medical treatment, presenting hazards to health 0.0% 0.0% 0.0% 0.0% 0.0% 0.35%
DV1582 Personal history of tobacco use 0.0% 0.0% 0.0% 0.0% 0.0% 1.15%
D412 Old myocardial infarction 0.0% 0.0% 0.0% 0.0% 0.0% 0.18%
D78652 Painful respiration 0.0% 0.0% 0.0% 0.0% 0.0% 0.44%
D78605 Shortness of breath 0.0% 0.0% 0.0% 0.0% 0.0% 2.03%
D78650 Chest pain, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 0.62%
D2449 Unspecified acquired hypothyroidism 0.0% 0.0% 0.0% 0.0% 0.0% 0.79%
D9953 Allergy, unspecified, not elsewhere classified 0.0% 0.0% 0.0% 0.0% 0.0% 0.18%
D486 Pneumonia, organism unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 1.15%
D41401 Coronary atherosclerosis of native coronary artery 0.0% 0.0% 0.0% 0.0% 0.0% 0.18%
D78659 Other chest pain 0.0% 0.0% 0.0% 0.0% 0.0% 0.71%
D7291 Myalgia and myositis, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 0.26%
D07999 Unspecified viral infection 0.0% 0.0% 0.0% 0.0% 0.0% 1.06%
D79902 Hypoxemia 0.0% 0.0% 0.0% 0.0% 0.0% 0.26%
External Causes Distribution
External Cause Code Description Initial Sub Discharged
EE8499 Accidents occurring in unspecified place 0.0 % 0.0 % 0.44 %
EE8490 Accident in home 0.0 % 0.0 % 0.18 %
EE8498 Accidents occurring in other specified places 0.0 % 0.0 % 0.18 %
© Cornell University 2017.
Akshay Bhat, Peter Fleischut, Ramin Zabih. At this time we are pursuing the patent process to protect this software.