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Super Resolution of Pulmonary Nodules Target Reconstruction Using a Two-Channel GAN Models.

Qinling JiangHongbiao SunWei DengLei ChenQingchu LiJicai XieXianpan PanYuxin ChengXin ChenYunmeng WangYanran LiXiang WangShiyuan LiuYi Xiao
Published in: Academic radiology (2024)
Our model exhibited a significant enhancement in generating HRCT and SRCT images and outperformed established methods regarding image quality and clinical segmentation accuracy across both internal and external testing datasets.
Keyphrases
  • image quality
  • deep learning
  • convolutional neural network
  • computed tomography
  • pulmonary hypertension
  • dual energy
  • optical coherence tomography
  • magnetic resonance
  • single cell