Quantitative evaluation of lesion response heterogeneity for superior prognostication of clinical outcome

HIGHLIGHTS

  • What: The authors explored a methodology aimed at providing clinicians with advanced automated TRAQinform IQ (AIQ Solutions, Madison, WI) software analysis. Full information for each dataset, including publications of the primary objectives where relevant, is shown in Table 1. Treatment outcome prediction This study implemented multivariable Cox proportional hazards (CoxPH) regression models to predict overall survival (OS) utilizing features extracted from the TRAQinform IQ software produced lesion-ROI specific reports (Supplementary Table 1). While this work trained statistical models that could be used to predict outcomes of patients, this was not the aim of this study.
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