Evidence map›Paper›PMID 41152145›Full record

ArticleMagnetic resonance in medicine2026

Generalization of Optimal Control Saturation Pulse Design for Robust and High CEST Contrast.

Clemens Stilianu, Markus Huemer, Moritz Zaiss, Rudolf Stollberger

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 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Effective Modeling of Continuous WaveMagnetic resonance in medicine · 2026
    Article
  2. Article
  3. 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

4 authors.

Clemens StilianuInstitute of Biomedical Imaging, Graz University of Technology, Graz, Austria.ORCID https://orcid.org/0009-0008-5033-9877
Markus HuemerInstitute of Biomedical Imaging, Graz University of Technology, Graz, Austria.ORCID https://orcid.org/0009-0004-9095-2626
Moritz ZaissInstitute of Neuroradiology, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), University Hospital Erlangen, Erlangen, Germany.
Rudolf StollbergerInstitute of Biomedical Imaging, Graz University of Technology, Graz, Austria.ORCID https://orcid.org/0000-0002-4969-3878

Funding

Austrian Science Fund 10.55776/I4870Deutsche Forschungsgemeinschaft 42377885
6 · The paper itself

Abstract

purposeOptimal control (OC) chemical exchange saturation transfer (CEST) pulse design for singular pulses that can be used flexibly and robustly with high saturation at different duty cycles, saturation durations, and magnetic field strengths. THEORY AND

methodsAn OC framework was developed to design a single-pulse shape that can be flexibly applied for arbitrary pulse train parameters and outperform typically used CEST saturation pulse shapes. The pulse design was developed primarily with a continuous-wave (CW) spectrum as the optimization target, but can be easily adapted to specific scenarios. The generalized OC pulse was evaluated through simulations, a phantom, and in vivo measurements on a 3 T clinical scanner. Performance was assessed in terms of contrast, robustness to field inhomogeneities, and resilience against artifacts such as Rabi oscillations and sidebands, compared to established saturation techniques.

resultsInvestigations showed that the generalized OC pulse achieved a contrast matching CW saturation and also functioned well under field inhomogeneities. Low-pass filtering of the optimized pulse shape effectively suppressed artifacts outside the initial optimization frequency range, enabling generalization across different field strengths. Phantom experiments consistently showed higher contrast than Gaussian, Fermi, and adiabatic spin-lock (aSL) pulses for various CEST agents covering most clinically relevant regimes. In vivo imaging demonstrated substantially enhanced CEST contrast for both creatine/phosphocreatine in muscle and amide proton transfer (APT) in the brain compared to Gaussian saturation.

conclusionThe generalized OC pulse provides a robust and flexible alternative to conventional CEST saturation strategies. Its integration into the open-source Pulseq-CEST framework supports simple reproducibility and a vendor-independent implementation.

Indexed as

Image Processing, Computer-AssistedMagnetic Resonance ImagingAlgorithmsArtifactsBrainComputer SimulationHumansPhantoms, ImagingReproducibility of Resultscontrast mechanismopen sourceoptimal controlpulsed CESTpulse design

Identifiers

PMID41152145
PMCPMC12746402

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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.