Figure 1:

Pipeline detailing the steps and data flow of our presented methodology. After receiving the contrast-enhanced computed tomography (CECT) images from the clinicians, we construct a topological mapping of each patient’s involved nodes and the connections between them. The result matrices are used to compute similarity using a Tanimoto coefficient; hierarchical clustering is performed on the ranked patient scores to determine patient groups; statistical and visual analysis is performed on the groups to determine groups with higher toxicity outcome rates and validate the results.