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Associations Between Radiation Oncologist Demographic Factors and Segmentation Similarity Benchmarks: Insights From a Crowd-Sourced Challenge Using Bayesian Estimation.

Kareem A WahidOnur SahinSuprateek KunduDiana LinAnthony AlanisSalik TehamiSerageldin KamelSimon DukeMichael V ShererMathis Ersted RasmussenStine Sofia KorremanDavid FuentesMichael CisloBenjamin E NelmsJohn P ChristodouleasJames D MurphyAbdallah Sherif Radwan MohamedRenjie HeMohammed A NaserErin F GillespieClifton David Fuller
Published in: JCO clinical cancer informatics (2024)
Our study highlights substantial uncertainty surrounding conventionally presumed factors influencing segmentation quality relative to benchmarks.
Keyphrases
  • deep learning
  • convolutional neural network
  • machine learning
  • radiation induced