Deep learning based cardiac mri segmentation: do we need experts?

HIGHLIGHTS

• who: Youssef Skandarani et al. from the Laboratoire ImVIA, University of Bourgogne Franche-Comte, Dijon, France have published the Article: Deep Learning Based Cardiac MRI Segmentation: Do We Need Experts?, in the Journal: Algorithms 2021, 14, 212. of /2021/
• what: The authors depart from trying to improve the segmentation methods and focus on the data sets as the authors challenge the idea that medical data, cardiac cine MRI specifically, needs to be labeled by experts only, and explore the consequences of using non-expert annotations on the generalization capabilities of a neural_network. In contrast, the . . .
  

   

  

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