Evidence map›Paper›PMID 41399144›Full record

ArticleMagnetic resonance in medicine2026

Overlap-Kernel EPI: Estimating MRI Shot-to-Shot Phase Variations by Shifted-Kernel Extraction From Overlap Regions at Arbitrary k-Space Locations.

Rui Tian, Martin Uecker, Maxim Zaitsev, Klaus Scheffler

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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 2 papers.

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2citing papers in PubMed
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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Review
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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Rui TianHigh-Field MR Center, Max Planck Institute for Biological Cybernetics, Tübingen, Germany.ORCID https://orcid.org/0000-0003-0587-1406
Martin UeckerInstitute of Biomedical Imaging, Graz University of Technology, Graz, Austria.ORCID https://orcid.org/0000-0002-8850-809X
Maxim ZaitsevDivision of Medical Physics, Department of Diagnostic and Interventional Radiology, University Medical Center Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany.
Klaus SchefflerHigh-Field MR Center, Max Planck Institute for Biological Cybernetics, Tübingen, Germany.ORCID https://orcid.org/0000-0001-6316-8773

Funding

A harmonized vendor-agnostic environment for multi-site functional MRI studiesU24NS120056 · NINDS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Jon-Fredrik Nielsen, Maxim Zaitsev · 2021 to 2026
$3.3M
Harmonizing data acquisition, reconstruction, and analysis for reproducible, cross-vendor, open source MRIR01EB032378 · NIBIB · BRIGHAM AND WOMEN'S HOSPITAL · PI BILGIC, BERKIN, RATHI, YOGESH · 2022 to 2025
$2.7M
European Commission 101078393-MRITwinsEuropean Research Council 834940NIBIB NIH HHS R01 EB032378NINDS NIH HHS U24 NS120056
6 · The paper itself

Abstract

purposeIn multi-shot EPI, shot-dependent phase fluctuations can introduce ghost artifacts, undermining advantages for enhancing resolution or reducing distortion, particularly in diffusion scans. Here, a novel self-navigation strategy based on shift-invariant kernel extraction is proposed, enabling robust estimation of phase inconsistencies from overlap bands at any k-space locations. It is inspired by RF sensitivity auto-calibration in parallel imaging, and extends traditional self-navigation trajectories beyond oversampled k-space center. THEORY AND

methodsOur shot-to-shot correction method only requires shot-to-shot sampling trajectories to slightly overlap at arbitrary k-space locations. Such k-space overlaps can be defined as shot-dependent auto-calibrating-signal regions, where a GRAPPA/ESPIRiT-type operation can be applied to explicitly extract shot-to-shot signal variation maps in one step. This inherits GRAPPA/ESPIRiT's robustness, and offers much greater flexibility in designing self-navigated multi-shot sequences.

resultsOur kernel extraction techniques in four self-navigated 2D SE-EPI and GE-EPI sequences are successfully demonstrated, as well as minor applications in extracting maps from navigator data and B

conclusionThis paper rigorously analyzes subspace algorithms for phase-stabilized multi-shot MRI, significantly broadens the self-navigation concept, and provides a more complete picture of the connections between signal fluctuations calibration in EPI and RF sensitivity calibration in parallel imaging.

Indexed as

Echo-Planar ImagingImage Processing, Computer-AssistedAlgorithmsArtifactsBrainHumansImage EnhancementPhantoms, ImagingReproducibility of ResultsSensitivity and SpecificitydiffusionESPIRiTGRAPPAmulti‐shot EPIself‐navigationshot‐to‐shot phase variations

Identifiers

PMID41399144
PMCPMC12850564

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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.