Selection of Optimal Treatment Regimen for Individuals Using Multivariate Assessments during Clinical Follow-Up

Key Points

• The method quantifies variability associated with treatment selection, ensuring better patient outcomes.
• Simulation studies demonstrate the method's effectiveness with high-dimensional covariates, enhancing treatment accuracy.
• It serves as a uniform inferential tool in clinical follow-up studies, improving consistency and reliability.
• By utilizing multivariate assessments, the approach allows tailored treatment regimens to individual patient needs.