Cite this abstract
http://echo.ismrm.org/p/ISMRM2022/2464
2464
ISMRM Abstract
Chi-sepnet: Susceptibility source separation using deep neural network
Accepted
Full abstract & presentation
The full text, figures, and any recorded presentation for this abstract are not shown here.
This content is freely available and no longer restricted to registered attendees. Log in or create a free account to view it.
Log inReferences
1. Shin, H. G., Lee, J., Yun, Y. H., Yoo, S. H., Jang, J., Oh, S. H., ... & Lee, J. (2021). 𝜒 -separation: Magnetic susceptibility source separation toward iron and myelin mapping in the brain. NeuroImage, 240, 118371.
2. Chen, J., Gong, N. J., Chaim, K. T., Otaduy, M. C. G., & Liu, C. (2021). Decompose quantitative susceptibility mapping (QSM) to sub-voxel diamagnetic and paramagnetic components based on gradient-echo MRI data. NeuroImage, 242, 118477.
3. Emmerich, J., Bachert, P., Ladd, M. E., & Straub, S. (2021). On the separation of susceptibility sources in quantitative susceptibility mapping: Theory and phantom validation with an in vivo application to multiple sclerosis lesions of different age. Journal of Magnetic Resonance, 330, 107033.
4. Liu, T., Spincemaille, P., De Rochefort, L., Kressler, B., & Wang, Y. (2009). Calculation of susceptibility through multiple orientation sampling (COSMOS): a method for conditioning the inverse problem from measured magnetic field map to susceptibility source image in MRI. Magnetic Resonance in Medicine: An Official Journal of the International Society for Magnetic Resonance in Medicine, 61(1), 196-204.
5. Yoon, J., Gong, E., Chatnuntawech, I., Bilgic, B., Lee, J., Jung, W., ... & Lee, J. (2018). Quantitative susceptibility mapping using deep neural network: QSMnet. Neuroimage, 179, 199-206.
6. Ronneberger, O., Fischer, P., & Brox, T. (2015, October). U-net: Convolutional networks for biomedical image segmentation. In International Conference on Medical image computing and computer-assisted intervention (pp. 234-241). Springer, Cham.
7. Costagli, M., Donatelli, G., Biagi, L., Ienco, E. C., Siciliano, G., Tosetti, M., & Cosottini, M. (2016). Magnetic susceptibility in the deep layers of the primary motor cortex in amyotrophic lateral sclerosis. NeuroImage: Clinical, 12, 965-969.