Rosette Cardiac <scp>MR</scp> Fingerprinting for Simultaneous <scp> T <sub>1</sub> </scp> , <scp> T <sub>2</sub> </scp> , T2*$$ {\mathrm{T}}_2^{\ast } $$, and Fat Fraction Mapping Using a Multi‐Echo Deep Image Prior Reconstruction

The multi-echo cMRF acquisition coupled with a DIP reconstruction enables the simultaneous quantification of T<sub>1</sub>, T<sub>2</sub>, <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics> <mml:mrow><mml:msubsup><mml:mi>T</mml:mi> <mml:mn>2</mml:mn> <mml:mo>*</mml:mo></mml:msubsup> </mml:mrow> <mml:annotation>$$ {\mathrm{T}}_2^{\ast } $$</mml:annotation></mml:semantics> </mml:math> , and fat in the heart and demonstrates good agreement with conventional mapping approaches in phantom and in vivo experiments. Additionally, the DIP reconstruction provides accurate measurements with a lower voxel-level variance compared with direct gridding and iterative low-rank reconstruction methods.

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Publication Details

Journal
Magnetic Resonance in Medicine
Published
2026-02-09
DOI
https://doi.org/10.1002/mrm.70299
Primary Topic
Advanced MRI Techniques and Applications
Type
article
Field-Weighted Citation Impact
0.00

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Rosette Cardiac MR Fingerprinting for Simultaneous T 1 , T 2 , T2*$$ {\mathrm{T}}_2^{\ast } $$, and Fat Fraction Mapping Using a Multi‐Echo Deep Image Prior Reconstruction

Jesse Hamilton, Evan Cummings, Sydney Kaplan, Nicole Seiberlich et al.
Magnetic Resonance in Medicine
Advanced MRI Techniques and Applications
article

Rosette Cardiac MR Fingerprinting for Simultaneous T 1 , T 2 , T2*$$ {\mathrm{T}}_2^{\ast } $$, and Fat Fraction Mapping Using a Multi‐Echo Deep Image Prior Reconstruction

Jesse Hamilton, Evan Cummings, Sydney Kaplan, Nicole Seiberlich, Gastao Cruz, Jacob Richardson
article en

Abstract

The multi-echo cMRF acquisition coupled with a DIP reconstruction enables the simultaneous quantification of T<sub>1</sub>, T<sub>2</sub>, <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics> <mml:mrow><mml:msubsup><mml:mi>T</mml:mi> <mml:mn>2</mml:mn> <mml:mo>*</mml:mo></mml:msubsup> </mml:mrow> <mml:annotation>$$ {\mathrm{T}}_2^{\ast } $$</mml:annotation></mml:semantics> </mml:math> , and fat in the heart and demonstrates good agreement with conventional mapping approaches in phantom and in vivo experiments. Additionally, the DIP reconstruction provides accurate measurements with a lower voxel-level variance compared with direct gridding and iterative low-rank reconstruction methods.

Magnetic Resonance in Medicine
University of Michigan (US)
Siemens Healthineers, National Institutes of Health
Openalex Percentile: Top 61%
Advanced MRI Techniques and Applications
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Rosette Cardiac <scp>MR</scp> Fingerprinting for Simultaneous <scp> T <sub>1</sub> </scp> , <scp> T <sub>2</sub> </scp> , T2*$ {\mathrm{T}}_2^{\ast } $, and Fat Fraction Mapping Using a Multi‐Echo Deep Image Prior Reconstruction — Jesse Hamilton, Evan Cummings, et al. · Magnetic Resonance in Medicine (2026) | TGRS Research Map | TGRS