Optimizing the parameters of the Lyman-Kutcher-Burman, Kallman, and Logit+EUD models for the rectum - a comparison between normal tissue complication probability and clinical data

摘要

Minimizing the late rectal toxicity of prostate cancer patients is a very important and widely-discussed topic. Normal tissue complication probability (NTCP) models can be used to evaluate competing treatment plans. In our work, the parameters of the Lyman-Kutcher-Burman (LKB), Kallman, and Logit+EUD models are optimized by minimizing the Brier score for a group of 302 prostate cancer patients. The NTCP values are calculated and are compared with the values obtained using previously published values for the parameters. X~2 Statistics were calculated as a check of goodness of optimization.