Search Results for author: Eun-Jung Choi

Found 2 papers, 1 papers with code

Coil2Coil: Self-supervised MR image denoising using phased-array coil images

no code implementations16 Aug 2022 Juhyung Park, Dongwon Park, Hyeong-Geol Shin, Eun-Jung Choi, Hongjun An, Minjun Kim, Dongmyung Shin, Se Young Chun, Jongho Lee

Hence, methods such as Noise2Noise (N2N) that require only pairs of noise-corrupted images have been developed to reduce the burden of obtaining training datasets.

Image Denoising

DIFFnet: Diffusion parameter mapping network generalized for input diffusion gradient schemes and bvalues

1 code implementation4 Feb 2021 Juhung Park, Woojin Jung, Eun-Jung Choi, Se-Hong Oh, Dongmyung Shin, Hongjun An, Jongho Lee

In this study, a new deep neural network, referred to as DIFFnet, is developed to function as a generalized reconstruction tool of the diffusion-weighted signals for various gradient schemes and b-values.

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