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Pathological Diagnosis of Adult Craniopharyngioma on MR Images: An Automated End-to-End Approach Based on Deep Neural Networks Requiring No Manual Segmentation.

Yuen TengXiaoping RanBoran ChenChaoyue ChenJianguo Xu
Published in: Journal of clinical medicine (2022)
MRI-based deep neural networks can noninvasively differentiate ACP from PCP to facilitate the personalized assessment of craniopharyngiomas.
Keyphrases
  • neural network
  • deep learning
  • convolutional neural network
  • contrast enhanced
  • magnetic resonance imaging
  • magnetic resonance
  • optical coherence tomography
  • computed tomography
  • diffusion weighted imaging