Topology aware multitask cascaded u-net for cerebrovascular segmentation

HIGHLIGHTS

  • What: In this article it is proposed that a U-Net be used to compute the vascular skeleton directly from the segmentation and the magnetic resonance angiography image. This study demonstrated that the proposed method provides segmentations with a more accurate topology while having a lower training time. To ensure a fair comparison across the experiments, the same data augmentation strategy (inspired by nnU-Net ) was used for all trained networks using the Python package batchgenerators :.
  • Who: Pierre RougĂ© and collaborators from the France Editor:, University of Donja Gorica have published the paper: Topology aware . . .

     

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