Beyond MR Image Harmonization: Resolution Matters Too

no code implementations • 29 Aug 2024 • Savannah P. Hays, Samuel W. Remedios, Lianrui Zuo, Ellen M. Mowry, Scott D. Newsome, Peter A. Calabresi, Aaron Carass, Blake E. Dewey, Jerry L. Prince

In this paper, we evaluate the impact of image resolution on harmonization using a pretrained harmonization algorithm.

Image Harmonization Super-Resolution

HACA3: A Unified Approach for Multi-site MR Image Harmonization

no code implementations • 12 Dec 2022 • Lianrui Zuo, Yihao Liu, Yuan Xue, Blake E. Dewey, Samuel W. Remedios, Savannah P. Hays, Murat Bilgel, Ellen M. Mowry, Scott D. Newsome, Peter A. Calabresi, Susan M. Resnick, Jerry L. Prince, Aaron Carass

Furthermore, HACA3 is also robust to imaging artifacts and can be trained and applied to any set of MR contrasts.

Anatomy Disentanglement +2