Building reliable radiomic models using image perturbation

HIGHLIGHTS

• who: Xinzhi Teng from the DepartmentPolytechnic University, Rossendorf, Dresden, Germany have published the research work: Building reliable radiomic models using image perturbation, in the Journal: Scientific Reports Scientific Reports
• what: Following this idea, the authors propose a reliability assessment method of the radiomic model using perturbations.
• how: The model`s performance on the original and perturbed dataset are evaluated. The feature set with the highest validation C-index was identified as the optimal feature set and thus six features were identified as the optimal feature set and used for model building. The developing . . .
  

   

  

  If you want to have access to all the content you need to log in!

  Thanks :)

  Username or Email

  Password

  Remember me

  Lost your password?

  If you don't have an account, you can create one here.