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
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 %
C94660 Due to AMA Copyright we cannot show you description for CPT code 94660 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 %
C94010 Due to AMA Copyright we cannot show you description for CPT code 94010 0.0 % 0.0 % 0.26 %
C94664 Due to AMA Copyright we cannot show you description for CPT code 94664 5.26 % 5.26 % 6.53 %
C94664_2 Due to AMA Copyright we cannot show you description for CPT code 94664_2 0.0 % 0.0 % 0.18 %
C87040 Due to AMA Copyright we cannot show you description for CPT code 87040 0.0 % 0.0 % 0.53 %
C90760 Due to AMA Copyright we cannot show you description for CPT code 90760 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 %
C85007 Due to AMA Copyright we cannot show you description for CPT code 85007 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 %
C94760_2 Due to AMA Copyright we cannot show you description for CPT code 94760_2 0.0 % 0.0 % 0.26 %
C93010 Due to AMA Copyright we cannot show you description for CPT code 93010 0.0 % 0.0 % 0.26 %
C94799 Due to AMA Copyright we cannot show you description for CPT code 94799 0.0 % 0.0 % 1.15 %
C80048 Due to AMA Copyright we cannot show you description for CPT code 80048 0.0 % 0.0 % 1.5 %
C85730 Due to AMA Copyright we cannot show you description for CPT code 85730 0.0 % 0.0 % 0.35 %
C83690 Due to AMA Copyright we cannot show you description for CPT code 83690 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 %
C85027 Due to AMA Copyright we cannot show you description for CPT code 85027 0.0 % 0.0 % 0.35 %
C71020 Due to AMA Copyright we cannot show you description for CPT code 71020 5.26 % 5.26 % 8.47 %
C90761 Due to AMA Copyright we cannot show you description for CPT code 90761 0.0 % 0.0 % 0.26 %
C96365 Due to AMA Copyright we cannot show you description for CPT code 96365 0.0 % 0.0 % 0.35 %
C85025 Due to AMA Copyright we cannot show you description for CPT code 85025 0.0 % 0.0 % 2.74 %
C96361 Due to AMA Copyright we cannot show you description for CPT code 96361 0.0 % 0.0 % 0.18 %
C93005 Due to AMA Copyright we cannot show you description for CPT code 93005 0.0 % 0.0 % 4.06 %
C90774 Due to AMA Copyright we cannot show you description for CPT code 90774 0.0 % 0.0 % 2.91 %
C90775 Due to AMA Copyright we cannot show you description for CPT code 90775 0.0 % 0.0 % 0.79 %
C83880 Due to AMA Copyright we cannot show you description for CPT code 83880 0.0 % 0.0 % 0.79 %
C84484 Due to AMA Copyright we cannot show you description for CPT code 84484 0.0 % 0.0 % 1.15 %
C81001 Due to AMA Copyright we cannot show you description for CPT code 81001 0.0 % 0.0 % 0.26 %
C99284_2 Due to AMA Copyright we cannot show you description for CPT code 99284_2 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 %
C99283 Due to AMA Copyright we cannot show you description for CPT code 99283 13.16 % 18.42 % 15.53 %
C99282 Due to AMA Copyright we cannot show you description for CPT code 99282 7.89 % 7.89 % 7.5 %
C99281 Due to AMA Copyright we cannot show you description for CPT code 99281 0.0 % 0.0 % 1.77 %
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 15.79 % 10.53 % 15.18 %
C82803 Due to AMA Copyright we cannot show you description for CPT code 82803 0.0 % 0.0 % 0.18 %
C84703 Due to AMA Copyright we cannot show you description for CPT code 84703 0.0 % 0.0 % 0.18 %
C82553 Due to AMA Copyright we cannot show you description for CPT code 82553 0.0 % 0.0 % 0.53 %
C82550 Due to AMA Copyright we cannot show you description for CPT code 82550 0.0 % 0.0 % 0.71 %
C80053 Due to AMA Copyright we cannot show you description for CPT code 80053 0.0 % 0.0 % 1.41 %
C99283_2 Due to AMA Copyright we cannot show you description for CPT code 99283_2 0.0 % 0.0 % 0.53 %
C93041 Due to AMA Copyright we cannot show you description for CPT code 93041 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 %
C85610 Due to AMA Copyright we cannot show you description for CPT code 85610 0.0 % 0.0 % 0.44 %
C94761 Due to AMA Copyright we cannot show you description for CPT code 94761 0.0 % 0.0 % 1.06 %
C94760 Due to AMA Copyright we cannot show you description for CPT code 94760 0.0 % 0.0 % 3.8 %
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 %
C99070 Due to AMA Copyright we cannot show you description for CPT code 99070 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 %
C71010 Due to AMA Copyright we cannot show you description for CPT code 71010 0.0 % 0.0 % 5.03 %
C99070_2 Due to AMA Copyright we cannot show you description for CPT code 99070_2 0.0 % 0.0 % 0.18 %
C94640_3 Due to AMA Copyright we cannot show you description for CPT code 94640_3 0.0 % 0.0 % 0.35 %
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 %
C96372 Due to AMA Copyright we cannot show you description for CPT code 96372 0.0 % 0.0 % 0.88 %
C90772 Due to AMA Copyright we cannot show you description for CPT code 90772 0.0 % 0.0 % 1.5 %
C90765 Due to AMA Copyright we cannot show you description for CPT code 90765 0.0 % 0.0 % 0.35 %
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
DV5866 Long-term (current) use of aspirin 0.0% 0.0% 0.0% 0.0% 0.0% 0.18%
DV1582 Personal history of tobacco use 0.0% 0.0% 0.0% 0.0% 0.0% 1.15%
D4280 Congestive heart failure, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 0.62%
DV1581 Personal history of noncompliance with medical treatment, presenting hazards to health 0.0% 0.0% 0.0% 0.0% 0.0% 0.35%
D311 Depressive disorder, not elsewhere classified 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D4659 Acute upper respiratory infections of unspecified site 0.0% 0.0% 0.0% 0.0% 0.0% 5.83%
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%
DV681 Issue of repeat prescriptions 0.0% 0.0% 0.0% 0.0% 0.0% 0.18%
D3829 Unspecified otitis media 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%
D42789 Other specified cardiac dysrhythmias 0.0% 0.0% 0.0% 0.0% 0.0% 0.18%
D490 Bronchitis, not specified as acute or chronic 0.0% 0.0% 0.0% 0.0% 0.0% 2.29%
D7242 Lumbago 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%
D4779 Allergic rhinitis, cause unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 0.44%
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%
DV103 Personal history of malignant neoplasm of breast 0.0% 0.0% 0.0% 0.0% 0.0% 0.18%
D412 Old myocardial infarction 0.0% 0.0% 0.0% 0.0% 0.0% 0.18%
D7245 Backache, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 0.26%
DV5869 Long-term (current) use of other medications 0.0% 0.0% 0.0% 0.0% 0.0% 0.44%
DV5865 Long-term (current) use of steroids 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%
DV1259 Personal history of other diseases of circulatory system 0.0% 0.0% 0.0% 0.0% 0.0% 0.18%
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%
D30500 Alcohol abuse, 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%
D7291 Myalgia and myositis, unspecified 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%
D2724 Other and unspecified hyperlipidemia 0.0% 0.0% 0.0% 0.0% 0.0% 0.62%
D49390 Asthma, unspecified type, unspecified 0.0% 100.0% 0.0% 0.0% 100.0% 0.53%
D49392 Asthma, unspecified type, with (acute) exacerbation 100.0% 0.0% 100.0% 100.0% 0.0% 99.91%
D5990 Urinary tract infection, site not specified 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%
D4619 Acute sinusitis, unspecified 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%
D78605 Shortness of breath 0.0% 0.0% 0.0% 0.0% 0.0% 2.03%
D4019 Unspecified essential hypertension 0.0% 0.0% 0.0% 0.0% 5.26% 8.74%
D41401 Coronary atherosclerosis of native coronary artery 0.0% 0.0% 0.0% 0.0% 0.0% 0.18%
D78703 Vomiting alone 0.0% 0.0% 0.0% 0.0% 0.0% 0.18%
D78060 Fever, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 0.18%
D79902 Hypoxemia 0.0% 0.0% 0.0% 0.0% 0.0% 0.26%
D2768 Hypopotassemia 0.0% 0.0% 0.0% 0.0% 0.0% 0.53%
D7850 Tachycardia, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 0.18%
D2720 Pure hypercholesterolemia 0.0% 0.0% 0.0% 0.0% 0.0% 0.71%
DV222 Pregnant state, incidental 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%
DV1261 Personal history of pneumonia (recurrent) 0.0% 0.0% 0.0% 0.0% 0.0% 0.26%
D3051 Tobacco use disorder 0.0% 0.0% 0.0% 7.89% 5.26% 7.24%
DV142 Personal history of allergy to sulfonamides 0.0% 0.0% 0.0% 0.0% 0.0% 0.18%
D7962 Elevated blood pressure reading without diagnosis of hypertension 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%
D7840 Headache 0.0% 0.0% 0.0% 0.0% 0.0% 0.44%
D29680 Bipolar disorder, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 0.35%
D7862 Cough 0.0% 0.0% 0.0% 0.0% 0.0% 0.97%
D4660 Acute bronchitis 0.0% 0.0% 0.0% 0.0% 0.0% 3.18%
D7806 Description not found for D7806 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%
D78900 Abdominal pain, unspecified site 0.0% 0.0% 0.0% 0.0% 0.0% 0.18%
DV140 Personal history of allergy to penicillin 0.0% 0.0% 0.0% 0.0% 0.0% 0.71%
DV146 Personal history of allergy to analgesic agent 0.0% 0.0% 0.0% 0.0% 0.0% 0.18%
D30000 Anxiety state, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 1.32%
D2859 Anemia, unspecified 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%
D4739 Unspecified sinusitis (chronic) 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%
D4871 Influenza with other respiratory manifestations 0.0% 0.0% 0.0% 0.0% 0.0% 0.26%
D78652 Painful respiration 0.0% 0.0% 0.0% 0.0% 0.0% 0.44%
D9953 Allergy, unspecified, not elsewhere classified 0.0% 0.0% 0.0% 0.0% 0.0% 0.18%
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.