Evidence map›Paper›PMID 41664247›Full record

ArticleMagnetic resonance in medicine2026

Rosette Cardiac MR Fingerprinting for Simultaneous T

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

Abstract read
In one paragraph

Article in Magnetic resonance in medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Evan CummingsRadiology, University of Michigan, Ann Arbor, Michigan, USA.ORCID 0009-0009-8553-0628
Gastao CruzRadiology, University of Michigan, Ann Arbor, Michigan, USA.ORCID 0000-0002-7397-9104
Jacob RichardsonRadiology, University of Michigan, Ann Arbor, Michigan, USA.
Sydney KaplanRadiology, University of Michigan, Ann Arbor, Michigan, USA.
Jesse HamiltonRadiology, University of Michigan, Ann Arbor, Michigan, USA.ORCID 0000-0002-4463-481X
Nicole SeiberlichRadiology, University of Michigan, Ann Arbor, Michigan, USA.

Funding

Magnetic Resonance Imaging Guided Robotic Catheter System for Left Atrial Appendage Occlusion ProceduresR01HL163991 · NHLBI · CASE WESTERN RESERVE UNIVERSITY · PI BEZERRA, HIRAM, CAVUSOGLU, M. CENK · 2022 to 2025
$3.7M
3D Cine Magnetic Resonance Fingerprinting for Rapid Phenotyping of CardiomyopathyR01HL163030 · NHLBI · CASE WESTERN RESERVE UNIVERSITY · PI JESSE Ian HAMILTON, Imran Rashid · 2022 to 2026
$3.2M
Real-Time MRI Guided Robotic Catheter System for Atrial Fibrillation AblationR01HL153034 · NHLBI · CASE WESTERN RESERVE UNIVERSITY · PI CAVUSOGLU, M. CENK, GRISWOLD, MARK · 2020 to 2023
$2.7M
NIH HHS R01HL153034NIH HHS R01HL163030NIH HHS R01HL163991Siemens Healthineers
6 · The paper itself

Abstract

purposeQuantitative mapping of cardiac tissue properties is used clinically in diagnosis and monitoring of a wide variety of cardiac pathologies. Cardiac Magnetic Resonance Fingerprinting (cMRF) enables rapid and simultaneous quantification of multiple parameters in the myocardium from a single scan. In this work, a multi-echo cMRF acquisition is combined with a deep image prior framework to reconstruct cardiac T

methodsA 2D, single-breathhold, ECG-gated rosette trajectory cMRF sequence was deployed to sensitize the signal to T

resultsIn phantoms, good agreement was observed between the proposed technique and gold-standard reference measurements. In healthy subjects, measurements made with the deep image prior (DIP) reconstruction agreed with clinical cardiac measurements and demonstrated smaller voxel-level variance in a healthy population compared to iterative low-rank and direct matching reconstructions.

conclusionThe multi-echo cMRF acquisition coupled with a DIP reconstruction enables the simultaneous quantification of T

Indexed as

Adipose TissueHeartImage Processing, Computer-AssistedMagnetic Resonance ImagingAdultAlgorithmsDeep LearningFemaleHumansImage Interpretation, Computer-AssistedMaleMyocardiumPhantoms, ImagingReproducibility of Resultscardiac MRIdeep learning reconstructionMR fingerprintingquantitative MR

Identifiers

PMID41664247
PMCPMC13049243

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.