Logarithmic Scaling of Loss Functions for Enhanced Self-Supervised Accelerated MRI Reconstruction
Jaejin Cho
Diagnostics 2025, 15(23): 2993
[link]
Blip-up blip-down circular EPI (BUDA-cEPI) for distortion-free dMRI with rapid unrolled deep learning reconstruction
Uten Yarach, Itthi Chatnuntawech, Congyu Liao, Surat Teerapittayanon, Siddharth Srinivasan Iyer, Tae Hyung Kim, Justin Haldar, Jaejin Cho, Berkin Bilgic, Yuxin Hu, Brian Hargreaves, Kawin Setsompop
Magnetic Resonance Imaging 115 (January 2025): 110277
2025
Zero-DeepSub: Zero-shot deep subspace reconstruction for rapid multiparametric quantitative MRI using 3D-QALAS
Yohan Jun, Yamin Arefeen, Jaejin Cho, Shohei Fujita, Xiaoqing Wang, P. Ellen Grant, Borjan Gagoski, Camilo Jaimes, Michael S. Gee, Berkin Bilgic
Magnetic Resonance in Medicine 91.6 (June 2024): 2459-2482
Time-efficient, High Resolution 3T Whole Brain Quantitative Relaxometry using 3D-QALAS with Wave-CAIPI Readouts
Jaejin Cho†, Borjan Gagoski†, Taehyung Kim, Fuyixue Wang, Daniel Nico Splitthoff, Wei-Ching Lo, Wei Liu, Daniel Polak, Stephen Cauley, Kawin Setsompop, P. Ellen Grant‡, Berkin Bilgic‡
Magnetic Resonance in Medicine 91.2 (February 2024): 630-639
† : equal contribution as the first` authors ‡: equal contribution as the last authors
2024
3D-EPI Blip-Up/Down Acquisition (BUDA) with CAIPI and Joint Hankel Structured Low-Rank Reconstruction for Rapid Distortion-Free High-Resolution T2* Mapping
Zhifeng Chen, Congyu Liao, Xiaozhi Cao, Benedikt A Poser, Zhongbiao Xu, Wei-Ching Lo, Manyi Wen, Jaejin Cho, Qiyuan Tian, Yaohui Wang, Yanqiu Feng, Ling Xia, Wufan Chen, Feng Liu, Berkin Bilgic
Magnetic Resonance in Medicine 89.5 (May 2023): 1961-1974
2023
Wave-Encoded Model-based Deep Learning for Highly Accelerated Imaging with Joint Reconstruction
Jaejin Cho, Borjan Gagoski, Taehyung Kim, Qiyuan Tian, Stephen Robert Frost, Itthi Chatnuntawech, Berkin Bilgic.
Bioengineering 9.12 (29 Nov. 2022): 736. (selected as Editor's pick)
Highly Accelerated EPI with Wave Encoding and Multi-shot Simultaneous Multi-Slice Imaging
Jaejin Cho, Congyu Liao, Qiyuan Tian, Zijing Zhang, Jinmin Xu, Wei-Ching Lo, Benedikt A. Poser, V. Andrew Stenger, Jason Stockmann, Kawin Setsompop, Berkin Bilgic
Magnetic Resonance in Medicine 88.3 (Sep. 2022): 1180-1197.
BUDA-SAGE with self-supervised denoising enables fast, distortion-free, high-resolution T2, T2*, para-and dia-magnetic susceptibility mapping
Zijing Zhang, Jaejin Cho, Long Wang, Congyu Liao, Hyeong-Geol Shin, Xiaozhi Cao, Jongho Lee, Jinmin Xu, Tao Zhang, Huihui Ye, Kawin Setsompop, Huafeng Liu, Berkin Bilgic
Magnetic Resonance in Medicine 88.2 (Aug. 2022): 633-650.
2022
Robust water–fat separation for multi‐echo gradient‐recalled echo sequence using convolutional neural network
Jaejin Cho, HyunWook Park.
Magnetic Resonance in Medicine 82.1 (Jul. 2019): 476-484.
[link]
2019
Interleaved bipolar acquisition and low‐rank reconstruction for water–fat separation in MRI
Jaejin Cho, HyunWook Park
Medical Physics 45.7 (Jul. 2018): 3229-3237.
[link]
Non-contrast-enhanced peripheral MR angiography using velocity‐selective excitation
Dongchan Kim, Hyunseok Seo, Jaejin Cho, Kinam Kwon, HyunWook Park
Magnetic Resonance in Medicine 79.2 (Feb 2018): 779-788.
[link]
2018