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.

Rehospitalizations

Numerator 280

Discharged

Denominator 810

Rehospitalization Rate

280 / 810 = 34.6 %

Index = Discharged + Died + Transferred

970 (100%) = 810 (83.5%) + 0 (0.0%) + 0 (0.0%)

Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset200

Rehospitalization during 50 days since discharge:

Mean ΔT: 26.76 days FQ: 7 days Median: 19 days TQ: 38 days

Rehospitalization during 50 weeks since discharge:

Mean ΔT: 3.4 weeks FQ: 1 weeks Median: 2 weeks TQ: 5 weeks
Sex Distribution
Sex Initial Sub Discharged
Male 60.71 % 60.71 % 58.02 %
Female 39.29 % 39.29 % 41.98 %
Race Distribution
Race Initial Sub Discharged
White 10.71 % 14.29 % 12.35 %
Black 14.29 % 10.71 % 14.81 %
Hispanic 10.71 % 14.29 % 14.81 %
Asian or Pacific Islander 10.71 % 14.29 % 14.81 %
Native American 14.29 % 14.29 % 13.58 %
Other 10.71 % 10.71 % 13.58 %
Race missing, unknown 17.86 % 14.29 % 14.81 %
Payer Distribution
Payer Initial Sub Discharged
Medicare 14.29 % 10.71 % 13.58 %
Medicaid 10.71 % 14.29 % 14.81 %
Private insurance 14.29 % 10.71 % 13.58 %
Self-pay 14.29 % 10.71 % 12.35 %
Other payer 10.71 % 10.71 % 14.81 %
Unknown payer 10.71 % 14.29 % 11.11 %
No charge 14.29 % 14.29 % 16.05 %
Source Distribution
Source Initial Sub Discharged
Another health facility including LTC 17.86 % 17.86 % 17.28 %
Emergency department 14.29 % 14.29 % 17.28 %
Unknown 14.29 % 14.29 % 16.05 %
Court/Law enforcement 14.29 % 17.86 % 16.05 %
Routine, birth, etc 17.86 % 14.29 % 16.05 %
Another hospital 14.29 % 14.29 % 14.81 %
Disposition Distribution
Disposition Initial Sub Discharged
Home Health Care 14.29 % 14.29 % 16.05 %
Died in hospital 0.0 % 14.29 % 0.0 %
Transfer other SNF, ICF, etc. 10.71 % 10.71 % 16.05 %
Routine 71.43 % 50.0 % 65.43 %
Length of Stay Distribution
Discharged
Initial
Subsequent
Visits Mean LOS First quartile Median Third quartile
Discharged 7.89 days 3 days 6 days 10 days
Initial 8.19 days 3 days 6 days 10 days
Sub 8.73 days 3 days 6 days 10 days
Age Distribution
Discharged
Initial
Subsequent
Visits Mean Age First quartile Median Third quartile
Discharged 73.44 year 64 year 76 year 85 year
Initial 71.1 year 62 year 73 year 83 year
Sub 70.96 year 61 year 73 year 84 year
Procedure Distribution
Procedure Code Description Initial Sub Discharged
P8801 Computerized axial tomography of abdomen 0.0 % 0.0 % 3.7 %
P9229 Other radiotherapeutic procedure 0.0 % 0.0 % 2.47 %
P3893 Venous catheterization, not elsewhere classified 17.86 % 14.29 % 14.81 %
P0331 Spinal tap 0.0 % 0.0 % 2.47 %
P9925 Injection or infusion of cancer chemotherapeutic substance 25.0 % 21.43 % 19.75 %
P8607 Insertion of totally implantable vascular access device [VAD] 0.0 % 0.0 % 4.94 %
P9905 Transfusion of platelets 0.0 % 7.14 % 6.17 %
P3491 Thoracentesis 7.14 % 0.0 % 4.94 %
P9904 Transfusion of packed cells 28.57 % 28.57 % 30.86 %
P4131 Biopsy of bone marrow 25.0 % 0.0 % 23.46 %
P4516 Esophagogastroduodenoscopy [EGD] with closed biopsy 0.0 % 0.0 % 4.94 %
P8872 Diagnostic ultrasound of heart 0.0 % 0.0 % 3.7 %
P5424 Closed [percutaneous] [needle] biopsy of intra-abdominal mass 0.0 % 0.0 % 2.47 %
P8741 Computerized axial tomography of thorax 0.0 % 0.0 % 2.47 %
DRG Distribution
DRG Code Description Initial Sub Discharged
DG410 DRG V24 : CHEMOTHERAPY W/O ACUTE LEUKEMIA AS SECONDARY DIAGNOSIS 0.0 % 10.71 % 0.0 %
DG403 DRG V24 : LYMPHOMA & NON-ACUTE LEUKEMIA W CC 100.0 % 21.43 % 100.0 %
Diagnosis Distribution
Diagnosis Code Description Initial Primary Sub Primary Discharged Primary Initial All Sub All Discharged All
D20288 Other malignant lymphomas, lymph nodes of multiple sites 0.0% 0.0% 3.7% 0.0% 0.0% 0.0%
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% 6.17%
D4280 Congestive heart failure, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 4.94%
D20280 Other malignant lymphomas, unspecified site, extranodal and solid organ sites 14.29% 0.0% 14.81% 10.71% 10.71% 8.64%
D2449 Unspecified acquired hypothyroidism 0.0% 0.0% 0.0% 0.0% 0.0% 4.94%
D20283 Other malignant lymphomas, intra-abdominal lymph nodes 7.14% 0.0% 7.41% 0.0% 0.0% 3.7%
D53081 Esophageal reflux 0.0% 0.0% 0.0% 0.0% 0.0% 3.7%
D2761 Hyposmolality and/or hyponatremia 0.0% 0.0% 0.0% 0.0% 0.0% 4.94%
D20510 Chronic myeloid leukemia, without mention of having achieved remission 0.0% 0.0% 3.7% 0.0% 0.0% 0.0%
D3051 Tobacco use disorder 0.0% 0.0% 0.0% 0.0% 0.0% 2.47%
D27542 Hypercalcemia 0.0% 0.0% 0.0% 0.0% 0.0% 3.7%
D20410 Chronic lymphoid leukemia, without mention of having achieved remission 0.0% 0.0% 6.17% 0.0% 0.0% 3.7%
D60000 Hypertrophy (benign) of prostate without urinary obstruction and other lower urinary tract symptom (LUTS) 0.0% 0.0% 0.0% 0.0% 0.0% 2.47%
D311 Depressive disorder, not elsewhere classified 0.0% 0.0% 0.0% 0.0% 0.0% 3.7%
D40390 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage I through stage IV, or unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 2.47%
D56400 Constipation, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 3.7%
D2724 Other and unspecified hyperlipidemia 0.0% 0.0% 0.0% 0.0% 0.0% 6.17%
D2848 Description not found for D2848 0.0% 0.0% 0.0% 0.0% 0.0% 2.47%
D73313 Pathologic fracture of vertebrae 0.0% 0.0% 0.0% 0.0% 0.0% 2.47%
D42731 Atrial fibrillation 0.0% 0.0% 0.0% 0.0% 0.0% 2.47%
DV5811 Encounter for antineoplastic chemotherapy 0.0% 10.71% 0.0% 0.0% 7.14% 0.0%
D20282 Other malignant lymphomas, intrathoracic lymph nodes 0.0% 0.0% 2.47% 0.0% 0.0% 0.0%
D2841 Pancytopenia 0.0% 0.0% 0.0% 0.0% 0.0% 2.47%
D2639 Unspecified protein-calorie malnutrition 0.0% 0.0% 0.0% 0.0% 0.0% 2.47%
D41401 Coronary atherosclerosis of native coronary artery 0.0% 0.0% 0.0% 0.0% 0.0% 3.7%
D27651 Dehydration 0.0% 0.0% 0.0% 0.0% 7.14% 7.41%
D486 Pneumonia, organism unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 3.7%
D4019 Unspecified essential hypertension 0.0% 0.0% 0.0% 10.71% 14.29% 19.75%
D1962 Secondary and unspecified malignant neoplasm of intra-abdominal lymph nodes 0.0% 0.0% 2.47% 0.0% 0.0% 0.0%
D28529 Anemia of other chronic disease 0.0% 0.0% 0.0% 0.0% 0.0% 2.47%
D5990 Urinary tract infection, site not specified 0.0% 0.0% 0.0% 0.0% 0.0% 3.7%
D5849 Acute kidney failure, unspecified 0.0% 0.0% 0.0% 7.14% 7.14% 6.17%
D20300 Multiple myeloma, without mention of having achieved remission 14.29% 0.0% 18.52% 7.14% 7.14% 9.88%
DV1582 Personal history of tobacco use 0.0% 0.0% 0.0% 7.14% 0.0% 6.17%
D28522 Anemia in neoplastic disease 0.0% 0.0% 0.0% 7.14% 7.14% 6.17%
D496 Chronic airway obstruction, not elsewhere classified 0.0% 0.0% 0.0% 0.0% 0.0% 3.7%
D2875 Thrombocytopenia, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 6.17%
D2768 Hypopotassemia 0.0% 0.0% 0.0% 0.0% 0.0% 3.7%
D5119 Unspecified pleural effusion 0.0% 0.0% 0.0% 0.0% 0.0% 3.7%
D5859 Chronic kidney disease, unspecified 0.0% 0.0% 0.0% 0.0% 0.0% 2.47%
D2859 Anemia, unspecified 0.0% 0.0% 0.0% 7.14% 7.14% 7.41%
D2387 Description not found for D2387 0.0% 0.0% 3.7% 0.0% 0.0% 2.47%
External Causes Distribution
External Cause Code Description Initial Sub Discharged
EE8497 Accidents occurring in residential institution 10.71 % 14.29 % 11.11 %
EE8499 Accidents occurring in unspecified place 0.0 % 0.0 % 2.47 %
EE8490 Accident in home 0.0 % 10.71 % 6.17 %
EE9331 Antineoplastic and immunosuppressive drugs causing adverse effects in therapeutic use 10.71 % 17.86 % 8.64 %