Eric Simiele, Ignacio O Romero, Jen-Yeu Wang, Yizheng Chen, Yuliia Lozko, Yuliia Severyn, Lawrie Skinner, Yong Yang, Lei Xing, Iris Gibbs, Susan M Hiniker, Nataliya Kovalchuk
PURPOSE: Create a comprehensive automated solution for pediatric and adult VMAT-CSI including contouring, planning, and plan check to reduce planning time and improve plan quality. METHODS: Seventy-seven previously treated CSI patients (age, 2-67 years) were used for creation of an auto-contouring model to segment 25 organs at risk (OARs). The auto-contoured OARs were evaluated using the Dice Similarity Coefficient (DSC), 95% Hausdorff Distance (HD95), and a qualitative ranking by one physician and one physicist (scale: 1-acceptable, 2-minor edits, 3-major edits)...
2024: Frontiers in Oncology