Frequency Modulated Continuous Wave Radar-based prospective respiratory motion correction: Initial application for 2D cardiac cine MRI
Motivation: Respiratory motion during data acquisition poses significant challenges in cardiac MRI Goal(s): In this study, we proposed a non-contact prospective motion estimation and correction technique using Frequency Modulated Continuous Wave radar signals. Approach: The FMCW radar system was developed to measure chest movement during breathing. A calibration scan was performed to create a patient-specific motion model, correlating respiration-induced heart motion with the FMCW radar signal. This model was then used to enable real-time motion estimation and correction during the imaging scan, aligning each k-space readout line by tracking the slice location. Results: The proposed method effectively improved the image quality. Impact: In this study, we demonstrated that the FMCW radar signal is a suitable surrogate for motion estimation and correction. The proposed respiratory motion-correction technique shows promising potential in reducing motion artifacts in cardiac MRI.
Authors
- Wenjian Liu (ORCID: https://orcid.org/0000-0002-1630-3466)
- Zijian Zhou (ORCID: https://orcid.org/0000-0001-8976-8507)
- Jian Xu (ORCID: https://orcid.org/0009-0009-5237-8455)
- Peng Liu (ORCID: https://orcid.org/0000-0001-8110-209X)
- Yifan Ren (ORCID: https://orcid.org/0000-0001-6518-6828)
- Jiameng Diao
- Haikun Qi (ORCID: https://orcid.org/0000-0003-4709-5185)
- Peng Hu (ORCID: https://orcid.org/0000-0002-0719-1159)
- Jiayu Zhu (ORCID: https://orcid.org/0000-0002-2228-9605)
- Handong Wang (ORCID: https://orcid.org/0009-0001-4871-813X)
Publication Details
- Journal
- Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
- Published
- 2025-09-16
- DOI
- https://doi.org/10.58530/2025/0331
- Primary Topic
- Atomic and Subatomic Physics Research
- Type
- article
- Field-Weighted Citation Impact
- 0.00