Cape Town - 2026 ISMRM-ISMRT Annual Meeting and Exhibition
9 May 2026 – 14 May 2026 · Cape Town, South Africa
567-04-004 ISMRM Abstract

Clinical head MR images in Finnish MR sites

Primary: Physics & Engineering
Secondary: Analysis Methods
567-04-004 · Quantitative and Multimodal MRI Biomarkers Across Neurologic and Systemic Disorders · Wednesday, 13 May, 2:35 PM–3:30 PM · Digital Posters Row H
Keywords: Image Quality Assessment Image quality Head imaging Quality Assurance
Accepted
Nea M Pulkkinen 1,2, Henri P Leskinen1,2, Teija Sainio3, Eveliina Lammentausta4, Mikko J Nissi1,5, Jari Heikkinen2
1Department of Technical Physics, University of Eastern Finland, Kuopio, Finland
2Medical Physics, South Savo Wellbeing Services County, Mikkeli, Finland
3Department of Medical Physics, Turku University Hospital and University of Turku, Turku, Finland
4Department of Diagnostic Radiology, Oulu University Hospital, Oulu, Finland
5University of Eastern Finland, Kuopio, Finland
Presenting Author: Nea M Pulkkinen

Synopsis

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References

1. E. Lammentausta, A. Pekkarinen, J. Peltonen, J. Rautiainen, and L. Räsänen, “Magneettikuvauksen laadunvalvonnan hyvän käytännön ohjeet v.1.0.,” Suom. Radiol., 2022.
2. J. Peltonen, “Novel methods for magnetic resonance imaging quality assurance,” Aalto Univ., 2018.
3. J. I. Peltonen, T. Mäkelä, L. Kuusela, E. Salli, and M. Kangasniemi, “Comparison of observed image quality and technical image quality parameters in 3D-FLAIR images,” Magn. Reson. Mater. Phys. Biol. Med., Sept. 2025, doi: 10.1007/s10334-025-01292-w. [doi]
4. O. S. Pianykh, K. Pospelova, and N. H. Kamboj, “Modeling Human Perception of Image Quality,” J. Digit. Imaging, vol. 31, no. 6, pp. 768–775, Dec. 2018, doi: 10.1007/s10278-018-0096-5. [doi]
5. M. Glickman, “Example of the Glicko-2 system.” Mar. 22, 2022. Accessed: Sept. 01, 2025. [Online]. Available: https://www.glicko.net/glicko/glicko2.pdf

Cite this abstract

http://echo.ismrm.org/p/ISMRM2026/567-04-004