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_N3DX_ED_D49390

Primary Diagnosis during ED visits :Asthma, unspecified type, with (acute) exacerbation ( N3DX_ED_D49392 ) followed by Primary Diagnosis during ED visits :Asthma, unspecified type, unspecified ( N3DX_ED_D49390 )

Revisits

Numerator 380

Discharged

Denominator 11,330

Revisit Rate

380 / 11,330 = 3.4 %

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: 113.12 days FQ: 21 days Median: 75 days TQ: 182 days

Revisits during 50 weeks since discharge:

Mean ΔT: 15.75 weeks FQ: 3 weeks Median: 10 weeks TQ: 26 weeks
Sex Distribution
Sex Initial Sub Discharged
Male 42.11 % 42.11 % 36.63 %
Female 52.63 % 55.26 % 61.96 %
Sex unknown 0.0 % 0.0 % 1.41 %
Race Distribution
Race Initial Sub Discharged
White 15.79 % 13.16 % 14.56 %
Black 15.79 % 15.79 % 13.42 %
Hispanic 13.16 % 15.79 % 14.21 %
Asian or Pacific Islander 7.89 % 10.53 % 14.39 %
Native American 13.16 % 13.16 % 14.56 %
Other 13.16 % 13.16 % 14.12 %
Race missing, unknown 15.79 % 10.53 % 14.56 %
Payer Distribution
Payer Initial Sub Discharged
Medicare 13.16 % 13.16 % 14.47 %
Medicaid 13.16 % 13.16 % 14.3 %
Private insurance 15.79 % 13.16 % 14.65 %
Self-pay 10.53 % 10.53 % 13.86 %
Other payer 13.16 % 10.53 % 14.21 %
Unknown payer 15.79 % 15.79 % 14.3 %
No charge 13.16 % 15.79 % 14.12 %
Source Distribution
Source Initial Sub Discharged
Another health facility including LTC 15.79 % 15.79 % 16.86 %
Emergency department 18.42 % 18.42 % 16.42 %
Unknown 13.16 % 10.53 % 16.5 %
Court/Law enforcement 18.42 % 15.79 % 17.21 %
Routine, birth, etc 13.16 % 15.79 % 16.59 %
Another hospital 15.79 % 15.79 % 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 97.37 % 97.37 % 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 41.85 year 28 year 40 year 53 year
Sub 42.0 year 30 year 40 year 52 year
Procedure Distribution
Procedure Code Description Initial Sub Discharged
C94760_2 Due to AMA Copyright we cannot show you description for CPT code 94760_2 0.0 % 0.0 % 0.26 %
C83874 Due to AMA Copyright we cannot show you description for CPT code 83874 0.0 % 0.0 % 0.18 %
C93010 Due to AMA Copyright we cannot show you description for CPT code 93010 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 %
C94799 Due to AMA Copyright we cannot show you description for CPT code 94799 0.0 % 0.0 % 1.15 %
C90761 Due to AMA Copyright we cannot show you description for CPT code 90761 0.0 % 0.0 % 0.26 %
C71020 Due to AMA Copyright we cannot show you description for CPT code 71020 5.26 % 5.26 % 8.47 %
C94640_3 Due to AMA Copyright we cannot show you description for CPT code 94640_3 0.0 % 0.0 % 0.35 %
C99284 Due to AMA Copyright we cannot show you description for CPT code 99284 15.79 % 10.53 % 15.18 %
C96372 Due to AMA Copyright we cannot show you description for CPT code 96372 0.0 % 0.0 % 0.88 %
C96375 Due to AMA Copyright we cannot show you description for CPT code 96375 0.0 % 0.0 % 0.88 %
C96374 Due to AMA Copyright we cannot show you description for CPT code 96374 0.0 % 0.0 % 2.74 %
C85027 Due to AMA Copyright we cannot show you description for CPT code 85027 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 %
C99070_2 Due to AMA Copyright we cannot show you description for CPT code 99070_2 0.0 % 0.0 % 0.18 %
C94664 Due to AMA Copyright we cannot show you description for CPT code 94664 5.26 % 5.26 % 6.53 %
C94010 Due to AMA Copyright we cannot show you description for CPT code 94010 0.0 % 0.0 % 0.26 %
C94640 Due to AMA Copyright we cannot show you description for CPT code 94640 18.42 % 13.16 % 17.48 %
C94640_2 Due to AMA Copyright we cannot show you description for CPT code 94640_2 0.0 % 0.0 % 3.0 %
C94645 Due to AMA Copyright we cannot show you description for CPT code 94645 0.0 % 0.0 % 0.26 %
C93005 Due to AMA Copyright we cannot show you description for CPT code 93005 0.0 % 0.0 % 4.06 %
C85007 Due to AMA Copyright we cannot show you description for CPT code 85007 0.0 % 0.0 % 0.26 %
C94150 Due to AMA Copyright we cannot show you description for CPT code 94150 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 %
C87040 Due to AMA Copyright we cannot show you description for CPT code 87040 0.0 % 0.0 % 0.53 %
C94660 Due to AMA Copyright we cannot show you description for CPT code 94660 0.0 % 0.0 % 0.26 %
C93041 Due to AMA Copyright we cannot show you description for CPT code 93041 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 %
C80053 Due to AMA Copyright we cannot show you description for CPT code 80053 0.0 % 0.0 % 1.41 %
C85730 Due to AMA Copyright we cannot show you description for CPT code 85730 0.0 % 0.0 % 0.35 %
C90765 Due to AMA Copyright we cannot show you description for CPT code 90765 0.0 % 0.0 % 0.35 %
C94760 Due to AMA Copyright we cannot show you description for CPT code 94760 0.0 % 0.0 % 3.8 %
C94761 Due to AMA Copyright we cannot show you description for CPT code 94761 0.0 % 0.0 % 1.06 %
C85610 Due to AMA Copyright we cannot show you description for CPT code 85610 0.0 % 0.0 % 0.44 %
C94644 Due to AMA Copyright we cannot show you description for CPT code 94644 0.0 % 0.0 % 1.24 %
C93000 Due to AMA Copyright we cannot show you description for CPT code 93000 0.0 % 0.0 % 0.18 %
C36415_2 Due to AMA Copyright we cannot show you description for CPT code 36415_2 0.0 % 0.0 % 0.18 %
C36000 Due to AMA Copyright we cannot show you description for CPT code 36000 0.0 % 0.0 % 0.35 %
C36415 Due to AMA Copyright we cannot show you description for CPT code 36415 0.0 % 0.0 % 3.09 %
C85025 Due to AMA Copyright we cannot show you description for CPT code 85025 0.0 % 0.0 % 2.74 %
C71010 Due to AMA Copyright we cannot show you description for CPT code 71010 0.0 % 0.0 % 5.03 %
C99070 Due to AMA Copyright we cannot show you description for CPT code 99070 0.0 % 0.0 % 0.53 %
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 %
C96365 Due to AMA Copyright we cannot show you description for CPT code 96365 0.0 % 0.0 % 0.35 %
C81025 Due to AMA Copyright we cannot show you description for CPT code 81025 0.0 % 0.0 % 0.44 %
C90772 Due to AMA Copyright we cannot show you description for CPT code 90772 0.0 % 0.0 % 1.5 %
C81001 Due to AMA Copyright we cannot show you description for CPT code 81001 0.0 % 0.0 % 0.26 %
C83880 Due to AMA Copyright we cannot show you description for CPT code 83880 0.0 % 0.0 % 0.79 %
C90775 Due to AMA Copyright we cannot show you description for CPT code 90775 0.0 % 0.0 % 0.79 %
C90774 Due to AMA Copyright we cannot show you description for CPT code 90774 0.0 % 0.0 % 2.91 %
C94664_2 Due to AMA Copyright we cannot show you description for CPT code 94664_2 0.0 % 0.0 % 0.18 %
C99285 Due to AMA Copyright we cannot show you description for CPT code 99285 0.0 % 0.0 % 1.59 %
C90760 Due to AMA Copyright we cannot show you description for CPT code 90760 0.0 % 0.0 % 0.26 %
C99281 Due to AMA Copyright we cannot show you description for CPT code 99281 0.0 % 0.0 % 1.77 %
C99282 Due to AMA Copyright we cannot show you description for CPT code 99282 7.89 % 7.89 % 7.5 %
C99283 Due to AMA Copyright we cannot show you description for CPT code 99283 13.16 % 18.42 % 15.53 %
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 %
C84703 Due to AMA Copyright we cannot show you description for CPT code 84703 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 %
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
D2720 Pure hypercholesterolemia 0.0% 0.0% 0.0% 0.0% 0.0% 0.71%
D2768 Hypopotassemia 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
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%
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%
D3051 Tobacco use disorder 0.0% 0.0% 0.0% 7.89% 5.26% 7.24%
D490 Bronchitis, not specified as acute or chronic 0.0% 0.0% 0.0% 0.0% 0.0% 2.29%
D42789 Other specified cardiac dysrhythmias 0.0% 0.0% 0.0% 0.0% 0.0% 0.18%
D07999 Unspecified viral infection 0.0% 0.0% 0.0% 0.0% 0.0% 1.06%
DV5869 Long-term (current) use of other medications 0.0% 0.0% 0.0% 0.0% 0.0% 0.44%
DV222 Pregnant state, incidental 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%
D7806 Description not found for D7806 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%
D7862 Cough 0.0% 0.0% 0.0% 0.0% 0.0% 0.97%
DV1259 Personal history of other diseases of circulatory system 0.0% 0.0% 0.0% 0.0% 0.0% 0.18%
D4660 Acute bronchitis 0.0% 0.0% 0.0% 0.0% 0.0% 3.18%
DV5866 Long-term (current) use of aspirin 0.0% 0.0% 0.0% 0.0% 0.0% 0.18%
DV5865 Long-term (current) use of steroids 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%
D27801 Morbid obesity 0.0% 0.0% 0.0% 0.0% 0.0% 0.18%
D462 Acute pharyngitis 0.0% 0.0% 0.0% 0.0% 0.0% 0.71%
D78652 Painful respiration 0.0% 0.0% 0.0% 0.0% 0.0% 0.44%
D78650 Chest pain, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 0.62%
D412 Old myocardial infarction 0.0% 0.0% 0.0% 0.0% 0.0% 0.18%
DV1261 Personal history of pneumonia (recurrent) 0.0% 0.0% 0.0% 0.0% 0.0% 0.26%
D27651 Dehydration 0.0% 0.0% 0.0% 0.0% 0.0% 0.44%
DV5867 Long-term (current) use of insulin 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%
D7291 Myalgia and myositis, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 0.26%
D486 Pneumonia, organism unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 1.15%
D311 Depressive disorder, not elsewhere classified 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D78900 Abdominal pain, unspecified site 0.0% 0.0% 0.0% 0.0% 0.0% 0.18%
D4019 Unspecified essential hypertension 0.0% 0.0% 0.0% 0.0% 5.26% 8.74%
DV1582 Personal history of tobacco use 0.0% 0.0% 0.0% 0.0% 0.0% 1.15%
D3829 Unspecified otitis media 0.0% 0.0% 0.0% 0.0% 0.0% 0.26%
D53081 Esophageal reflux 0.0% 0.0% 0.0% 0.0% 0.0% 0.71%
D79902 Hypoxemia 0.0% 0.0% 0.0% 0.0% 0.0% 0.26%
D4779 Allergic rhinitis, cause unspecified 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%
D7245 Backache, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 0.26%
D78659 Other chest pain 0.0% 0.0% 0.0% 0.0% 0.0% 0.71%
DV681 Issue of repeat prescriptions 0.0% 0.0% 0.0% 0.0% 0.0% 0.18%
D29680 Bipolar disorder, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 0.35%
D42731 Atrial fibrillation 0.0% 0.0% 0.0% 0.0% 0.0% 0.26%
D4619 Acute sinusitis, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 0.26%
D4659 Acute upper respiratory infections of unspecified site 0.0% 0.0% 0.0% 0.0% 0.0% 5.83%
D4739 Unspecified sinusitis (chronic) 0.0% 0.0% 0.0% 0.0% 0.0% 0.44%
D78703 Vomiting alone 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%
D2724 Other and unspecified hyperlipidemia 0.0% 0.0% 0.0% 0.0% 0.0% 0.62%
DV140 Personal history of allergy to penicillin 0.0% 0.0% 0.0% 0.0% 0.0% 0.71%
DV142 Personal history of allergy to sulfonamides 0.0% 0.0% 0.0% 0.0% 0.0% 0.18%
D9953 Allergy, unspecified, not elsewhere classified 0.0% 0.0% 0.0% 0.0% 0.0% 0.18%
DV1581 Personal history of noncompliance with medical treatment, presenting hazards to health 0.0% 0.0% 0.0% 0.0% 0.0% 0.35%
D4871 Influenza with other respiratory manifestations 0.0% 0.0% 0.0% 0.0% 0.0% 0.26%
D2449 Unspecified acquired hypothyroidism 0.0% 0.0% 0.0% 0.0% 0.0% 0.79%
D2859 Anemia, unspecified 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%
D78609 Other respiratory abnormalities 0.0% 0.0% 0.0% 0.0% 0.0% 1.32%
D7840 Headache 0.0% 0.0% 0.0% 0.0% 0.0% 0.44%
D49392 Asthma, unspecified type, with (acute) exacerbation 100.0% 0.0% 100.0% 100.0% 0.0% 99.91%
D49390 Asthma, unspecified type, unspecified 0.0% 100.0% 0.0% 0.0% 100.0% 0.53%
D78060 Fever, unspecified 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%
DV103 Personal history of malignant neoplasm of breast 0.0% 0.0% 0.0% 0.0% 0.0% 0.18%
D41401 Coronary atherosclerosis of native coronary artery 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%
D78605 Shortness of breath 0.0% 0.0% 0.0% 0.0% 0.0% 2.03%
D78607 Wheezing 0.0% 0.0% 0.0% 0.0% 0.0% 0.26%
External Causes Distribution
External Cause Code Description Initial Sub Discharged
EE8498 Accidents occurring in other specified places 0.0 % 0.0 % 0.18 %
EE8490 Accident in home 0.0 % 0.0 % 0.18 %
EE8499 Accidents occurring in unspecified place 0.0 % 0.0 % 0.44 %
© Cornell University 2017.
Akshay Bhat, Peter Fleischut, Ramin Zabih. At this time we are pursuing the patent process to protect this software.