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

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
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article

Frequency Modulated Continuous Wave Radar-based prospective respiratory motion correction: Initial application for 2D cardiac cine MRI

Wenjian Liu, Zijian Zhou, Jian Xu, Peng Liu et al.
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
Atomic and Subatomic Physics Research
article

Frequency Modulated Continuous Wave Radar-based prospective respiratory motion correction: Initial application for 2D cardiac cine MRI

Wenjian Liu, Zijian Zhou, Jian Xu, Peng Liu, Yifan Ren, Jiameng Diao, Haikun Qi, Peng Hu, Jiayu Zhu, Handong Wang
article en

Abstract

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.

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
Openalex Percentile: Top 81%
Atomic and Subatomic Physics Research
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Frequency Modulated Continuous Wave Radar-based prospective respiratory motion correction: Initial application for 2D cardiac cine MRI — Wenjian Liu, Zijian Zhou, et al. · 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 (2025) | TGRS Research Map | TGRS