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Deep HT: A deep neural network for diagnose on MR images of tumors of the hand.

Xianliang HuZongyu LiuHai-Ying ZhouJianyong FangHui Lu
Published in: PloS one (2020)
With the recent advances in convolutional neural networks, vast improvements have been made for image segmentation, mainly based on the skip-connection-linked encoder decoder deep architectures. Therefore, in this paper, we propose an automatic segmentation method based on DeepLab v3+ and achieved a good diagnostic accuracy rate.
Keyphrases
  • convolutional neural network
  • deep learning
  • neural network
  • machine learning
  • magnetic resonance
  • magnetic resonance imaging