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RMSim: controlled respiratory motion simulation on static patient scans.

Donghoon LeeEllen YorkeMasoud ZarepishehSaad NadeemYuchi Hu
Published in: Physics in medicine and biology (2023)
The proposed approach can be used for validating DIR algorithms as well as for patient-specific augmentations to improve deep learning DIR algorithms. The code, pretrained models, and augmented DIR validation datasets will be released at https://github.com/nadeemlab/SeqX2Y.
Keyphrases
  • deep learning
  • machine learning
  • artificial intelligence
  • convolutional neural network
  • computed tomography
  • virtual reality
  • case report
  • rna seq
  • high speed
  • respiratory tract