Lee Wonje, Ryu Kanghyun, Li Zhitao, Oscanoa Julio, Wu Yuxin, Robb Fraser, Vasanawala Shreyas, Pauly John, Scott Greig
IEEE Trans Biomed Eng. 2025 Jan;72(1):112-122. doi: 10.1109/TBME.2024.3440317. Epub 2025 Jan 15.
This study investigates the feasibility of non-contact retrospective respiratory gating and cardiac sensing using continuous wave Doppler radar deployed in an MRI system. The proposed technique can complement existing sensors which are difficult to apply for certain patient populations.
We leverage a software-defined radio for continuous wave radar at 2.4 GHz to detect in-vivo respiratory and cardiac time-scrolled signals. In-bore radar signal demodulation is verified with full electromagnetic simulations, and its functionality is validated on a test bench and within the MR bore with four normal subjects. Radar sensing was compared against well-known references: electrocardiography on a test bench, system bellows, and pulsed plethysmography sensors within the MRI bore.
The feasibility of non-contact cardiac rate sensing, dynamic breathing sequence synchronization, and in-bore motion correction for retrospective respiratory gating applications was demonstrated. Optimal radar front-end system arrangement, along with spectral isolation and narrow bandwidth of operation, enable MRI-compatible and interference-free motion sensing. The signal-to-noise-ratio degradation by the radar integration was within 4.5% on phantom images.
We confirmed that in-bore retrospective motion correction using CW Doppler radar is feasible without MRI system constraints.
Non-contact motion correction sensing in MRI may provide better patient handling and throughput by complementing existing system sensors and motion correction algorithms.
本研究探讨在磁共振成像(MRI)系统中部署连续波多普勒雷达进行非接触式回顾性呼吸门控和心脏传感的可行性。所提出的技术可以补充现有传感器,因为现有传感器对某些患者群体难以应用。
我们利用一个用于2.4GHz连续波雷达的软件定义无线电来检测体内呼吸和心脏时间滚动信号。通过全电磁模拟验证了 bore 内雷达信号解调,并在测试台上以及对四名正常受试者在MR bore内验证了其功能。将雷达传感与知名参考方法进行了比较:在测试台上进行心电图检查、系统波纹管以及在MRI bore内的脉冲体积描记法传感器。
证明了用于回顾性呼吸门控应用的非接触心率传感、动态呼吸序列同步和 bore 内运动校正的可行性。最佳雷达前端系统布置,以及频谱隔离和窄带操作,实现了与MRI兼容且无干扰的运动传感。在体模图像上,雷达积分导致的信噪比下降在4.5%以内。
我们证实,在没有MRI系统限制的情况下,使用连续波多普勒雷达进行 bore 内回顾性运动校正是可行的。
MRI中的非接触运动校正传感可以通过补充现有系统传感器和运动校正算法,提供更好的患者处理和通量。