365-01-002 ISMRM Abstract

Low-Rank Motion-Corrected Deep Image Prior Reconstruction for Cardiac Magnetic Resonance Fingerprinting

Primary: Acquisition & Reconstruction - Motion Correction: Non-Neuro

Secondary: Cardiovascular - Myocardium

365-01-002 · Cardiomyopathies · Monday, 11 May, 8:20 AM–9:15 AM · Digital Posters Row F

Keywords: Motion Correction Deep Image Prior Magnetic resonance fingerprinting

Accepted

Calder D Sheagren¹, Zhongnan Liu², Zexuan Liu³, Gastao Cruz¹, Jesse Hamilton ^1,3

¹Department of Radiology, University of Michigan, Ann Arbor, United States of America

²Electrical Engineering and Computer Science, University of Michigan, Ann Arbor, United States of America

³Department of Biomedical Engineering, University of Michigan, Ann Arbor, United States of America

Presenting Author: Jesse Hamilton

Synopsis

Motivation:

Goals:

Approach:

Results:

Full abstract & presentation

The full text, figures, and any recorded presentation for this abstract are not shown here. Log in if you are a member or registered attendee with access.

Full abstracts, figures, and presentations for Cape Town - 2026 ISMRM-ISMRT Annual Meeting and Exhibition are available to registered attendees. This content becomes freely available to the public roughly two years after the meeting.

To request or purchase access, contact the ISMRM Central Office at info@ismrm.org.

References

1. Hamilton JI, Jiang Y, Chen Y, Ma D, Lo WC, Griswold M, et al. MR fingerprinting for rapid quantification of myocardial T1, T2, and proton spin density. Magn Reson Med. 2017;77(4):1446–58.

2. Hamilton JI. A Self-Supervised Deep Learning Reconstruction for Shortening the Breathhold and Acquisition Window in Cardiac Magnetic Resonance Fingerprinting. Front Cardiovasc Med [Internet]. 2022;9. Available from: https://www.frontiersin.org/articles/10.3389/fcvm.2022.928546

3. Cruz G, Qi H, Jaubert O, Kuestner T, Schneider T, Botnar RM, et al. Generalized low-rank nonrigid motion-corrected reconstruction for MR fingerprinting. Magn Reson Med. 2022;87(2):746–63.

4. Hamilton JI, Pahwa S, Adedigba J, Frankel S, O’Connor G, Thomas R, et al. Simultaneous Mapping of T1 and T2 Using Cardiac Magnetic Resonance Fingerprinting in a Cohort of Healthy Subjects at 1.5T. J Magn Reson Imaging. 2020;52(4):1044–52.

5. Patel J, Sheagren C, Escartin T, Biswas L, Barry J, Wright G. Improved-Contrast Accelerated 3D Cones LGE using Cardiac Binning and Keyhole-Filtered View Sharing. In Honolulu, Hawaii, USA; [cited 2025 Oct 22]. p. 4319. Available from: https://archive.ismrm.org/2025/4319.html

Cite this abstract

http://echo.ismrm.org/p/ISMRM2026/365-01-002