MORTALITY REGRESSION MODEL DEMO

Insert the data in the form to get a prediction

Palliative Care
(?) ICD9 Diagnosis code: Palliative care needs (no/yes)
Charlson
(?) Index. The Charlson comorbidity index predicts the one-year mortality for a patient who may have a range of comorbid conditions, such as heart disease, AIDS, or cancer (a total of 17 conditions:Acute myocardial infarction, Congestive heart failure, Peripheral vascular disease, Cerebrovascular disease, Dementia, Chronic lung disease, Mild liver disease, Mild to moderate diabetes, Diabetes with chronic complications, Hemiparaplegia or paraplegia, Kidney disease, Malignant tumors, Moderate to serious liver disease, solid, mateastatic tumor and AIDS). Each condition is assigned a score of 1, 2, 3, or 6, depending on the risk of dying associated with each one.
Num Active groups
(?) Number of active groups in each episode
Filtered Glomerular CKD
(?) ml/min/1,73 m². Diltered Glomerular CKD lab result
Admission Diagnose Code
(?) Diagnosis code. ICD9 diagnosis code in the admission
Metastatic Tumor
(?) ICD9 Diagnosis code: Metastatic tumor (no/yes)
Dependence Acts. Daily Living
(?) ICD9 Diagnosis code: Dependence in activities of daily living (no/yes)
Leukocyte
(?) 10³/microL. Leukocyte result (laboratory test during the stay hospital episode)
Urea
(?) mg/dL. Urea lab results
3 or more medications
(?) Polifarmacy: 3 or more active drugs in each episode
Age
(?) years. Age at hospital admission
Barthel
(?) Index. Barthel Index is an ordinal scale used to measure performance in activities of daily living (ADL). Ten variables describing ADL and mobility are scored, a higher number being a reflection of greater ability to function independently following hospital discharge.
RDW-SD
(?) fL. Standard deviation of RDW measure
Real Service Code
(?) Last Service updated during the stay
Admission Service Code
(?) Admission Service
Tumor
(?) ICD9 Diagnosis code: Tumor (no/yes)
PCR
(?) mg/L. C-Reactive protein (CRP) result (laboratory test during the stay hospital episode)
DRG
(?) Diagnosis-related group (DRG) is a system to classify hospital cases into one of originally 467 groups
5 or more medications
(?) Polifarmacy: 5 or more active drugs in each episode
Num Previous ER
(?) Number of previous ER visits
Num Previous Admissions
(?) Number of previous hospital admissions
Sodium
(?) mEq/L. Sodium lab results
LDH
(?) mg/dL. Lactate Dehydrogenase result (laboratory test during the stay hospital episode)
Previouis Stays
(?) Numeric. Length of stay
Total Cholesterol
(?) mg/dL. Level of total Cholesterol
Albumina
(?) g/dL. Albumina result (laboratory test during the stay hospital episode)
Aspartate Aminotransferase
(?) U/L. Aspartat Aminotransferase result (laboratory test during the stay hospital episode)
Hematocrit
(?) %. Hematocrit result (laboratory test during the stay hospital episode)
Glucosa
(?) mg/dL. Glucose result (laboratory test during the stay hospital episode)
RDW-CV
(?) %. The red cell distribution width (RDW) blood test measures the amount of red blood cell variation in volume and size. This values is the coefficient of variation of RDW
Creatinine
(?) mg/dL. Creatinine result (laboratory test during the stay hospital episode)
Capable of dressing (by him/herself)
(?) Help needed with dressing (0 - unable / 10 - Independent)