Siyun Jung 🍀   

MRI, Quantitative Susceptibility Mapping, Diffusion MRI, Physics-informed Deep learning

1. [2024] Siyun Jung, Soohyun Jeon, Sung-Min Gho, Ho-Joon Lee, Kyu-Jin Jung, Dong-Hyun Kim. 

Harmonic Field Extension for QSM with Reduced Spatial Coverage using Physics informed Generative Adversarial Network. 

Neuroimage. 2024. Available online Feb

https://doi.org/10.1016/j.neuroimage.2024.12052 

1. [2024] Minsun Koo, Siyun Jung, Jung-Hee Lee, Min-Hyeon Park, Yoonho Nam, and Hyun Gi Kim. Association Between IQ and Brain Susceptibility in Children With Autism Spectrum Disorer: Quantitative Susceptibility Mapping Study. iMRI.2024

1. [2024] Siyun Jung, Jaeyoon Kim and Dong-Hyun Kim. A Self-Supervised Contrastive Learning for Accelerating Diffusion Tensor Imaging with High Adaptability in Diffusion Gradient Schemes ISMRM 2024, oral presentation 

2. [2023]  Siyun Jung, Soohyun Jeon, and Dong-Hyun Kim. Harmonic Field Extension for QSM with Reduced Spatial Coverage using Physics-informed Generative Adversarial Network ISMRM 2023, oral presentation 

3. [2022] Siyun Jung, Soohyun Jeon, Dong-Hyun Kim. Harmonic Field Extension using Physics-Informed 3D Generative Adversarial Network for QSM with Reduced Spatial Coverage. ICMRI 2022 

4. [2022] Junghwa Kang, Siyun Jung, Jeongmin Yim, Jinhee Jang and Yoonho Nam. A Multi-Stage 3D Patch-wise Deep Learning Algorithm for Detection of New Multiple Sclerosis Lesions in Longitudinal MRI. 2022 ISMRM, power pitch 

5. [2022] Siyun Jung, Soohyun Jeon, Yoonho Nam, Hyun Gi Kim, and Dong-Hyun Kim. PedQ-NET : Unsupervised Model-Based Joint-Loss Deep learning for Pediatric QSM. 2022 ISMRM, 5/12/2022, digital poster 

6. [2020] Siyun Jung, Gawon Lee, Ji Wan Son, Ken Sakaie, Se-Hong Oh. Fast qMT Imaging for Clinical Use of UHF MRI. ICMRI 2020, Best Poster Award 

1. [2021] Siyun Jung, Yoonho Nam, Min-Hyeon Park, Hyun Gi Kim. Relationship between magnetic susceptibility in brain and cognition in children with neurodevelopmental disorder: quantitative susceptibility mapping study. KCR 2021