23 citations · 35 across the 3 of their papers we have counts for
3 papers
physics.med-ph2024★ 23 cited
So You Want to Image Myelin Using MRI: Magnetic Susceptibility Source Separation for Myelin Imaging
Jongho Lee, Sooyeon Ji, Se-Hong Oh
In MRI, researchers have long endeavored to effectively visualize myelin distribution in the brain, a pursuit with significant implications for both scientific research and clinica…
eess.IV2021
DIFFnet: Diffusion parameter mapping network generalized for input diffusion gradient schemes and bvalues
Juhung Park, Woojin Jung, Eun-Jung Choi +4
In MRI, deep neural networks have been proposed to reconstruct diffusion model parameters. However, the inputs of the networks were designed for a specific diffusion gradient schem…
cs.LG2019★ 12 cited
Deep Reinforcement Learning Designed Shinnar-Le Roux RF Pulse using Root-Flipping: DeepRF_SLR
Dongmyung Shin, Sooyeon Ji, Doohee Lee +3
A novel approach of applying deep reinforcement learning to an RF pulse design is introduced. This method, which is referred to as DeepRF_SLR, is designed to minimize the peak ampl…