Cape Town - 2026 ISMRM-ISMRT Annual Meeting and Exhibition
9 May 2026 – 14 May 2026 · Cape Town, South Africa
470-01-074 ISMRM Abstract

Phantom validation of an Imageless Magnetic Resonance Diagnosis proof-of-concept

Primary: Acquisition & Reconstruction - AI methods
Secondary: Physics & Engineering - Low-Field MRI
470-01-074 · Acquisitions and Reconstructions · Tuesday, 12 May, 8:20 AM–9:15 AM · Traditional Posters | Exhibition Hall
Keywords: Screening AI/ML Software Low-Field MRI
Accepted
Alba González-Cebrián 1, Pablo García-Cristóbal1, Fernando Galve1, José M Algarín1, Viktor Van Der Valk2, Efe Ilıcak3, Marius Staring4, Andrew Webb5, Joseba Alonso1
1Institute for Molecular Imaging and Instrumentation (i3M), Consejo Superior de Investigaciones Científicas & Universitat Politècnica de València, Valencia, Spain
2Leiden University Medical Center, Leiden, Netherlands
3Department of Radiology, Leiden University Medical Center, Leiden, Netherlands
4Radiology, Leiden University Medical Center, Leiden, Netherlands
5C.J. Gorter MRI Center, Leiden University Medical Center, Netherlands
Presenting Author: Alba González-Cebrián

Synopsis

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References

1. González-Cebrián A, García-Cristóbal P, Galve F, Ilıcak E, Valk VVD, Staring M, et al. An imageless magnetic resonance framework for fast and cost-effective decision-making. Progress in Nuclear Magnetic Resonance Spectroscopy. noviembre de 2025;150-151:101574.
2. Jordanova KV, Fraenza CC, Martin MN, Tian Y, Shen S, Vaughn CE, et al. Paramagnetic salt and agarose recipes for phantoms with desired T1 and T2 values for low‐field MRI. NMR in Biomedicine. enero de 2025;38(1):e5281.
3. Algarín JM, Díaz-Caballero E, Borreguero J, Galve F, Grau-Ruiz D, Rigla JP, et al. Simultaneous imaging of hard and soft biological tissues in a low-field dental MRI scanner. Sci Rep. 8 de diciembre de 2020;10(1):21470.
4. Feldt R. BlackBoxOptim.jl Retrieved from https://github.com/robertfeldt/BlackBoxOptim.jl. 2024.
5. Aubert-Broche B, Griffin M, Pike GB, Evans AC, Collins DL. Twenty new digital brain phantoms for creation of validation image data bases. IEEE transactions on medical imaging. 2006;25(11):1410-6.

Cite this abstract

http://echo.ismrm.org/p/ISMRM2026/470-01-074