A practical method to quantify knowledge‐based DVH prediction accuracy and uncertainty with reference cohorts
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Applied Clinical Medical Physics"
DOI: 10.1002/acm2.13199
Abstract: Abstract The adoption of knowledge‐based dose‐volume histogram (DVH) prediction models for assessing organ‐at‐risk (OAR) sparing in radiotherapy necessitates quantification of prediction accuracy and uncertainty. Moreover, DVH prediction error bands should be readily interpretable as confidence… read more here.
Keywords: methodology; error; accuracy; dvh prediction ... See more keywords
Evaluation of dose-volume histogram prediction for organ-at risk and planning target volume based on machine learning
Sign Up to like & getrecommendations! Published in 2021 at "Scientific Reports"
DOI: 10.1038/s41598-021-82749-5
Abstract: The purpose of this work is to evaluate the performance of applying patient dosimetric information induced by individual uniform-intensity radiation fields in organ-at risk (OAR) dose-volume histogram (DVH) prediction, and extend to DVH prediction of… read more here.
Keywords: volume; method; dvh prediction; cancer ... See more keywords