Search Results for author: Won-Jin Moon

Found 3 papers, 2 papers with code

Unpaired Deep Learning for Pharmacokinetic Parameter Estimation from Dynamic Contrast-Enhanced MRI

no code implementations7 Jun 2023 Gyutaek Oh, Won-Jin Moon, Jong Chul Ye

DCE-MRI provides information about vascular permeability and tissue perfusion through the acquisition of pharmacokinetic parameters.

Which Contrast Does Matter? Towards a Deep Understanding of MR Contrast using Collaborative GAN

2 code implementations10 May 2019 Dongwook Lee, Won-Jin Moon, Jong Chul Ye

Thanks to the recent success of generative adversarial network (GAN) for image synthesis, there are many exciting GAN approaches that successfully synthesize MR image contrast from other images with different contrasts.

Generative Adversarial Network Image Generation +3

CollaGAN : Collaborative GAN for Missing Image Data Imputation

1 code implementation28 Jan 2019 Dongwook Lee, Junyoung Kim, Won-Jin Moon, Jong Chul Ye

In many applications requiring multiple inputs to obtain a desired output, if any of the input data is missing, it often introduces large amounts of bias.

Generative Adversarial Network Image Imputation +2

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