Cape Town - 2026 ISMRM-ISMRT Annual Meeting and Exhibition
9 May 2026 – 14 May 2026 · Cape Town, South Africa
352-01-009 / 352-01-009 ISMRM Abstract

Real-Time Prospective Motion Correction via Inertial Sensor

Primary: Acquisition & Reconstruction - Motion Correction: Non-Neuro
Secondary: Acquisition & Reconstruction - Motion Correction: Neuro
352-01-009 · New Methods: Acquisition and Reconstruction · Monday, 11 May, 8:20 AM–9:56 AM · Power Pitch Theatre 2
352-01-009 · New Methods: Acquisition and Reconstruction · Monday, 11 May, 8:20 AM–9:56 AM · Power Pitch Theatre 2
Keywords: Motion Correction Real-time MRI Prospective Motion Correction Sensor Motion compensation
Accepted
Musa Tunc Arslan 1, Fatih Calakli1, Joshua D Auger1, Hongli Fan2, Daniel Nicolas Splitthoff3, Alan J Macy4, Simon K Warfield5
1Radiology, Boston Children's Hospital and Harvard Medical School, Boston, United States of America
2Siemens Medical Solutions, Boston, United States of America
3Research & Clinical Translation, Magnetic Resonance, Siemens Healthineers AG, Erlangen, Germany
4Research and Development Director, BIOPAC SYSTEMS, INC., United States of America
5Boston Children's Hospital, Boston, United States of America
Presenting Author: Musa Tunc Arslan

Synopsis

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References

1. Robert Frost, Paul Wighton, F I¸sık Karahano ˘glu, Richard L Robertson, P Ellen Grant, Bruce Fischl, M Dylan Tisdall, and André van der Kouwe. Markerless high-frequency prospective motion correction for neuroanatomical MRI. Magn. Reson. Med., 82(1):126–144, July 2019.
2. Hannah Eichhorn, Robert Frost, Asta Kongsgaard, Karen Kettless, Jakob Slipsager, Stefan Glimberg, Nitesh Shekhrajka, M Dylan Tisdall, Paul Wighton, Lise Borgwardt, Alfred Peter Born, Vibeke Andrée Larsen, Kathrine Skak Madsen, André van der Kouwe, and Melanie Ganz. Evaluating the performance of markerless prospective motion correction and selective reacquisition in a general clinical protocol for brain MRI. PsyArXiv, November 2022.
3. Zakaria Zariry, Franck Lamberton, Robert Frost, Thomas Gaass, Thomas Troalen, Holly Rayson, Jakob M Slipsager, Nathalie Richard, Andre van der Kouwe, James Bonaiuto, and Bassem Hiba. An in-vivo approach to quantify in-MRI head motion tracking accuracy: comparison of markerless optical tracking versus fat-navigators. medRxiv, page 2025.04.23.25326185, April 2025.
4. Aditya Singh, Benjamin Zahneisen, Brian Keating, Michael Herbst, Linda Chang, Maxim Zaitsev, and Thomas Ernst. Optical tracking with two markers for robust prospective motion correction for brain imaging. MAGMA, 28(6):523–534, December 2015.
5. Elisa Marchetto, Kevin Murphy, Stefan L Glimberg, and Daniel Gallichan. Robust retrospective motion correction of head motion using navigator-based and markerless motion tracking techniques. Magn. Reson. Med., 90(4):1297–1315, October 2023.
6. Camilo Jaimes, Onur Afacan, Tess Wallace, Kristina Pelkola, Lisa Chuah, Jenna Weldon, Simon K Warfield, and Richard L Robertson. Prospective motion correction in pediatric neuroimaging with KinetiCor. Magnetom FLASH, 75(4):30–34, April 2019.
7. Musa Tunç Arslan, Fatih Calakli, and Simon K Warfield. High-temporal resolution direct motion parameter estimation via inertial sensors. In In Procceedings of 33st Annual Meeting ISMRM. ISMRM, 2025.
8. Musa Tunç Arslan, Fatih Calakli, and Simon K Warfield. High Temporal Resolution Inertial Sensor Based Motion Detection. In ISMRM 2024 Workshop on Motion Correction in MR. ISMRM, 2024.
9. Ozyagcilar T. Implementing a Tilt-Compensated eCompass using Accelerometer and Magnetometer Sensors. Freescale semiconductor, AN 2012
10. Calakli F, Warfield SK. Streaming-MoCo: Real-Time Motion-Compensated Image Reconstruction from 3D Non-Cartesian MRI. In Proceedings of 32nd Annual Meeting ISMRM, 2024.
11. Calakli F, Warfield SK. Streaming-MoCo: Real-Time Motion-Compensated Image Reconstruction from 3D Non-Cartesian MRI. In Proceedings of 32nd
12. Calakli F, Wallace TE, Chow K, Warfield SK. Real Time Streaming Image Reconstruction from Non-Cartesian MRI. ISMRM Workshop on Data Sampling & Image Reconstruction, 2023.
13. Calakli F, Wallace TE, Warfield SK. Real Time Motion Monitoring and Adaptive Motion Compensation in 3D Radial MRI. ISMRM Workshop on Motion Detection & Correction, 2022

Cite this abstract

http://echo.ismrm.org/p/ISMRM2026/352-01-009