Evidence map›Paper›PMID 41376659›Full record

ArticleArXiv2025

BART Streams: Real-time Reconstruction Using a Modular Framework for Pipeline Processing.

Philip Schaten, Moritz Blumenthal, Bernhard Rapp, Christina Unterberg-Buchwald, Martin Uecker

Abstract readPreprint
PubMed Full text at PMC
In one paragraph

Article in ArXiv, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors.

Philip SchatenInstitute of Biomedical Imaging, Graz University of Technology, Graz, Austria.
Moritz BlumenthalInstitute of Biomedical Imaging, Graz University of Technology, Graz, Austria.
Bernhard RappInstitute of Biomedical Imaging, Graz University of Technology, Graz, Austria.
Christina Unterberg-BuchwaldGerman Centre for Cardiovascular Research (DZHK), partner site Lower Saxony, Germany.
Martin UeckerInstitute of Biomedical Imaging, Graz University of Technology, Graz, Austria.

Funding

Interoperable Software Platform for Reproducible Research and Clinical Translation of MRIU24EB029240 · NIBIB · UNIVERSITY OF CALIFORNIA BERKELEY · PI LUSTIG, MICHAEL, UECKER, MARTIN · 2019 to 2023
$1.6M
NIBIB NIH HHS U24 EB029240
6 · The paper itself

Abstract

Purpose: To create modular solutions for interactive real-time MRI using reconstruction algorithms implemented in BART. Methods: A new protocol for streaming of multidimensional arrays is presented and integrated into BART. The new functionality is demonstrated using examples for interactive real-time MRI based on radial FLASH, where iterative reconstruction is combined with advanced features such as dynamic coil compression and gradient-delay correction. We analyze the latency of the reconstruction and measure end-to-end latency of the full imaging process. Results: Reconstruction pipelines with iterative reconstruction and advanced functionality can be built in a modular way using scripting. Latency measurements demonstrate latency sufficient for interactive real-time MRI. Conclusion: With the new streaming capabilities, real-time reconstruction pipelines can be assembled using BART in a flexible way, enabling rapid prototyping of advanced applications such as interactive real-time MRI.

Indexed as

Interventional MRIMRIReal-Time MRIReal-Time ReconstructionStreaming

Identifiers

PMID41376659
PMCPMC12687855

What OpenQuestion holds

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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.