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Predicting the polybromo-1 (PBRM1) mutation of a clear cell renal cell carcinoma using computed tomography images and KNN classification with random subspace
TLDR
A single slice of the CT scan image of CCRCC can be used for predicting PBRM1 mutations using KNN classification in Random Subspaces with an acceptable accuracy.
Automated Prediction Of TNM Stage For Clear Cell Renal Cell Carcinoma Disease By Analyzing CT Images of Primary Tumors
TLDR
CT images can be potentially used to automatically predict the TNM stage of CCRCC patients and a higher number of CT images with standard acquisition protocols may further increase accuracy.
Do We Need A Different E2e Test For Multifraction SRS/SBRT?
TLDR
There is an increase in error values with increasing fraction number in E2E tests performed in different fractions, and a correlation between the fraction number for different tracking system and the error value is shown.
Critical Organ Based Gradient Index: A New Index Study
TLDR
A Critical Organ Based Gradient Index (CGI) numerically that allows an objective comparison of the treatment plans and if standard index values are defined for certain critical structures, the authors can use this predefined values to achieve better plans.