Search Results for author: Hyeong-Geol Shin

Found 4 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

DeepResp: Deep learning solution for respiration-induced B0 fluctuation artifacts in multi-slice GRE

no code implementations19 Jul 2020 Hongjun An, Hyeong-Geol Shin, Sooyoen Ji, Woojin Jung, SeHong Oh, Dongmyung Shin, Juhyung Park, Jongho Lee

DeepResp is designed to extract the respiration-induced phase errors from a complex image using deep neural networks.

Image and Video Processing

Artificial neural network for myelin water imaging

1 code implementation29 Apr 2019 Jieun Lee, Doohee Lee, Joon Yul Choi, Dongmyung Shin, Hyeong-Geol Shin, Jongho Lee

Purpose: To demonstrate the application of artificial-neural-network (ANN) for real-time processing of myelin water imaging (MWI).

Image and Video Processing

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