Generative Adversarial Networks for Integrated Brain Extraction and Coil Inhomogeneity Correction of Mri Data

Project: National Science and Technology CouncilNational Science and Technology Council Academic Grants

Project Details


We will develop a deep learning network based on the generative adversarial net (GAN) to allow automatic inhomogeneity correction and brain extraction from both spin- and gradient-echo EPI without user intervention, which is widely used for advanced MRI.

Project IDs

Project ID:PB11007-2945
External Project ID:MOST110-2221-E182-027
Effective start/end date01/08/2131/07/22


  • Generative adversarial net
  • artificial intelligence
  • image processing
  • brain mapping
  • inhomogeneity correction
  • skull stripping


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