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Deep Learning Reconstruction for DWIs by EPI and FASE Sequences for Head and Neck Tumors.

Hirotaka IkedaYoshiharu OhnoKaori YamamotoKazuhiro MurayamaMasato IkedoMasao YuiYunosuke KumazawaYurika ShimamuraYui TakagiYuhei NakagakiSatomu HanamatsuYuki ObamaTakahiro UedaHiroyuki NagataYoshiyuki OzawaAkiyoshi IwaseHiroshi Toyama
Published in: Cancers (2024)
In comparison with EPI sequence, FASE sequence and DLR can improve image quality and distortion of DWIs without significantly influencing ADC measurements or differentiation capability of malignant from benign head and neck tumors.
Keyphrases
  • image quality
  • deep learning
  • computed tomography
  • dual energy
  • amino acid
  • machine learning
  • convolutional neural network
  • diffusion weighted
  • diffusion weighted imaging
  • magnetic resonance
  • contrast enhanced