Mr-ct multi-atlas registration guided by fully automated brain structure segmentation with cnns

HIGHLIGHTS

  • who: Sina Walluscheck from the Fraunhofer Institute for Digital Medicine MEVIS, Bremen, Germany have published the research work: MR-CT multi-atlas registration guided by fully automated brain structure segmentation with CNNs, in the Journal: (JOURNAL)
  • what: The authors propose a multi-atlas registration approach to propagate anatomical information from a standard MRI brain atlas to CT scans. In the approaches proposed by_[5-7], the task is reduced to a mono-modal registration problem by decomposing it into two steps. On that account, the authors propose a convolutional neural_network solution to automatically segment brain . . .

     

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