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 . . .
  

   

  

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