Cape Town - 2026 ISMRM-ISMRT Annual Meeting and Exhibition
9 May 2026 – 14 May 2026 · Cape Town, South Africa
361-06-005 ISMRM Abstract

Slice-to-slice initialization for accelerated Deep Image Prior reconstruction of 3D MRF maps

Primary: Acquisition & Reconstruction - Image Reconstruction: AI
Secondary: Acquisition & Reconstruction - Quantitative Imaging: relaxometry, multi-parametric, MR Fingerprinting, and synthetic MRI
361-06-005 · Quantitative Imaging: Head and Neck II · Monday, 11 May, 5:05 PM–6:00 PM · Digital Posters Row B
Keywords: MR Fingerprinting 0.55T Deep-learning-based image reconstruction Deep Image Prior
Accepted
Reina Ayde1, Tom Griesler 1,2, Christopher Keen1, Rudy Rizzo3, Jesse Hamilton1,2, Nicole Seiberlich1,2
1Department of Radiology, University of Michigan, Ann Arbor, United States of America
2Department of Biomedical Engineering, University of Michigan, Ann Arbor, United States of America
3Skope Magnetic Resonance Technologies, Zurich, Switzerland
Presenting Author: Tom Griesler

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.

Log in

References

1. Ma et al. Nature 495, 187–192 (2013). https://doi.org/10.1038/nature11971 [doi]
2. Hamilton Front. Cardiovasc. Med. (2022) Sec. Cardiovascular Imaging (2022) https://doi.org/10.3389/fcvm.2022.928546 [doi]
3. Ulyanov et al. Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (2018). https://doi.org/10.48550/arXiv.1711.10925 [doi]
4. C.A. Cocosco, et al. NeuroImage, vol.5, no.4, part 2/4, S425, 1997 -- Proceedings of 3-rd International Conference on Functional Mapping of the Human Brain, Copenhagen, May 1997.
5. Campbell-Washbrun et al. Magn Reson Imaging (2021) doi: 10.1016/j.mri.2021.06.002. [doi]

Cite this abstract

http://echo.ismrm.org/p/ISMRM2026/361-06-005