ESTRO 2024 - Abstract Book

S4442

Physics - Machine learning models and clinical applications

ESTRO 2024

Figure 2 shows the scores given by the three MPs for the test patients. We found no significant differences between the manual and automatic field geometries for any MP, with median values of 4/4 (p=0.92), 3/3 (p=0.78), 4/3 (p=0.48), respectively. Out of 15 patients, 12, 9, and 8 times the three MPs evaluated the generated field geometry at least as adequate as the manual one, with none of the automatic configurations rated “not adequate” (score = 1). Starting from October 2023, the automatic field geometry has been introduced in our clinical practice for all TMI/TMLI plans.