Self-Supervised Learning for Rapid Quantitative MRI (May. 2023)
- Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital
Deep Model-based MR Parameter Mapping Network (DOPAMINE) for Fast MR Reconstruction (Oct. 2020)
- KSIIM (Korean Society of Imaging Informatics in Medicine) Conference, 2020
Medical Imaging Research using Artificial Intelligence (Jan. 2020)
- The Catholic University of Korea, Eunpyeong St. Mary’s Hospital
Presented Talks
Zero-DeepSub: Zero-Shot Deep Subspace Reconstruction for Multiparametric Quantitative MRI Using QALAS (2023)
- In International Society for Magnetic Resonance in Medicine (ISMRM) Annual Meeting, 2023
Deep Subspace Reconstruction with Zero-Shot Learning for Multiparametric Quantitative MRI (2023)
- In International Society for Magnetic Resonance in Medicine (ISMRM) Workshop on Data Sampling and Image Reconstruction, 2023
Joint Reconstruction of MR Image and Coil Sensitivity Maps using Deep Model-based Network (2021)
- In International Society for Magnetic Resonance in Medicine (ISMRM) Annual Meeting, 2021
Deep Learning-based Automatic Detection and Segmentation of Brain Metastases Using Multi-Task Learning with 3D Black-Blood and GRE Imaging (2021)
- In International Society for Magnetic Resonance in Medicine (ISMRM) Annual Meeting, 2021
Deep Model-based MR Parameter Mapping Network (DOPAMINE) for Fast MR Reconstruction (2020)
- In International Society for Magnetic Resonance in Medicine (ISMRM) Annual Meeting, 2020
Deep Convolutional Neural Network for Acceleration of Magnetic Resonance Angiography (MRA) (2017)
- In International Society for Magnetic Resonance in Medicine (ISMRM) Annual Meeting, 2017
