Health Condition 1: E116- Type 2 diabetes mellitus with other specified complications
Conditions
Interventions
Intervention1: Nil: Nil
Sponsors
None listed
Eligibility
Inclusion criteria
Inclusion criteria: T2DM Diabetes Duration minimum 5 year.
Exclusion criteria
Exclusion criteria: T1DM Genetic Diabetes Gestational Diabetes Terminal Illness (Cancer)
Design outcomes
Primary
| Measure | Time frame |
|---|---|
| To use ML methods, as well as mediation & moderation analysis, to predict the incidence & prevalence of cardiovascular events, using nominal and scale variables; fatal or nonfatal MI, fatal and nonfatal stroke, congestive heart failure (CHF), blood pressure, body composition (anthropometry, waist circumference and DXA), exercise capacity and lipid control, using multiple variables of interest from the F-COHORT data.Timepoint: 12 MONTHS | — |
Secondary
| Measure | Time frame |
|---|---|
| To evaluate the importance of the different co-factors & scaled covariates in the training & testing samples. â?¢ To identify the different variables of importance concerning the development of (1) primary cardiovascular endpoint- fatal or nonfatal myocardial infarction, (2) fatal or nonfatal stroke, (3) occurrence of microvascular complications-retinopathy, nephropathy. â?¢ To devise and operationalize a computerized algorithmic model to predict blood pressure, lipid control, and exercise capacity. â?¢ To perform a mediation analysis to assess the direct and indirect effects of different variables in predicting cardiovascular events (MACE), in persons with T2DM.Timepoint: 12 MONTHS | — |
Countries
India
Contacts
Public ContactDr Anoop Misra
Fortis CDOC Hospital
Outcome results
None listed