Highlights
- •Organ motion is a challenge in MRI.
- •Ultrasound imaging can capture this motion in real time with high spatial resolution.
- •Ultrasonography and MRI can be performed simultaneously.
- •This information can be used to update the MR acquisition in real time.
Abstract
Purpose
Methods
Results
Conclusion
Graphical abstract

Keywords
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- Magnetic resonance imaging with respiratory gating: techniques and advantages.AJR Am J Roentgenol. 1984; 143: 1175-1182https://doi.org/10.2214/ajr.143.6.1175
- Navigator-echo-based real-time respiratory gating and triggering for reduction of respiration effects in three-dimensional coronary MR angiography.Radiology. 1996; 198: 55-60https://doi.org/10.1148/radiology.198.1.8539406
- Navigator-gated and real-time motion corrected free-breathing MR Imaging of myocardial late enhancement.RoFo Fortschr Geb Rontgenstr Nuklearmed. 2002; 174: 562-567https://doi.org/10.1055/s-2002-28271
- Detection of pulmonary vein and left atrial scar after catheter ablation with three-dimensional navigator-gated delayed enhancement MR imaging: initial experience.Radiology. 2007; 243: 690-695https://doi.org/10.1148/radiol.2433060417
- An iterative approach to respiratory self-navigated whole-heart coronary MRA significantly improves image quality in a preliminary patient study.Magn Reson Med Off J Soc Magn Reson Med Soc Magn Reson Med. 2015; https://doi.org/10.1002/mrm.25761
- Free-running 4D whole-heart self-navigated golden angle MRI: initial results.Magn Reson Med Off J Soc Magn Reson Med Soc Magn Reson Med. 2014; https://doi.org/10.1002/mrm.25523
- Respiratory self-navigation for whole-heart bright-blood coronary MRI: methods for robust isolation and automatic segmentation of the blood pool.Magn Reson Med. 2012; 68: 571-579https://doi.org/10.1002/mrm.23247
- Self-navigation with compressed sensing for 2D translational motion correction in free-breathing coronary MRI: a feasibility study.PLoS ONE. 2014; 9e105523https://doi.org/10.1371/journal.pone.0105523
- XD-GRASP: golden-angle radial MRI with reconstruction of extra motion-state dimensions using compressed sensing.Magn Reson Med Off J Soc Magn Reson Med Soc Magn Reson Med. 2015; https://doi.org/10.1002/mrm.25665
- 5D whole-heart sparse MRI.Magn Reson Med. 2018; 79: 826-838https://doi.org/10.1002/mrm.26745
- Multipoint 5D flow cardiovascular magnetic resonance – accelerated cardiac- and respiratory-motion resolved mapping of mean and turbulent velocities.J Cardiovasc Magn Reson. 2019; 21https://doi.org/10.1186/s12968-019-0549-0
- Ultrasound-guided MRI: preliminary results using a motion phantom.Magn Reson Med. 2004; 52: 27-32https://doi.org/10.1002/mrm.20140
de Senneville BD, Regard Y, Moonen CTW, Ries M. Combined ultrasound echography and magnetic resonance imaging guidance for direct and indirect target tracking. 2014 IEEE 11th Int. Symp. Biomed. Imaging ISBI, 2014, p. 1176–9. https://doi.org/10.1109/ISBI.2014.6868085.
- Development of a hybrid magnetic resonance and ultrasound imaging system.Biomed Res Int. 2014; 2014e914347https://doi.org/10.1155/2014/914347
- Development of a platform for co-registered ultrasound and MR contrast imaging in vivo.Phys Med Biol. 2011; 56: 861-877https://doi.org/10.1088/0031-9155/56/3/020
- Spatially resolved MR-compatible doppler ultrasound: proof of concept for triggering of diagnostic quality cardiovascular MRI for function and flow quantification at 3T.IEEE Trans Biomed Eng. 2018; 65: 294-306https://doi.org/10.1109/TBME.2017.2764111
- Real-time method for motion-compensated MR thermometry and MRgHIFU treatment in abdominal organs.Magn Reson Med. 2014; 72: 1087-1095https://doi.org/10.1002/mrm.25017
- Hybrid ultrasound/magnetic resonance simultaneous acquisition and image fusion for motion monitoring in the upper abdomen.Invest Radiol. 2013; 48: 333-340https://doi.org/10.1097/RLI.0b013e31828236c3
- Doppler ultrasound compared with electrocardiogram and pulse oximetry cardiac triggering: a pilot study.Magn Reson Med Off J Soc Magn Reson Med Soc Magn Reson Med. 2014; https://doi.org/10.1002/mrm.25502
- Hybrid ultrasound MRI for improved cardiac imaging and real-time respiration control.Magn Reson Med. 2010; 63: 290-296https://doi.org/10.1002/mrm.22250
- MR-compatible ultrasound research platform for motion tracking to reduce motion induced artifacts in MR imaging.Ultrason Symp IUS 2013 IEEE Int. 2013; : 553-556https://doi.org/10.1109/ULTSYM.2013.0143
- Ultrasound echoes as biometric navigators.Magn Reson Med. 2013; 69: 1023-1033https://doi.org/10.1002/mrm.24336
- Ultrasound-guided identification of cardiac imaging windows.Med Phys. 2012; 39: 3009-3018https://doi.org/10.1118/1.4711757
- Self-scanned HIFU ablation of moving tissue using real-time hybrid US-MR imaging.IEEE Trans Biomed Eng. 2019; 66: 2182-2191https://doi.org/10.1109/TBME.2018.2885233
- A computational approach to edge detection.IEEE Trans Pattern Anal Mach Intell. 1986; PAMI-8: 679-698https://doi.org/10.1109/TPAMI.1986.4767851
Kumar J, Chen F, Doermann D. Sharpness estimation for document and scene images. Proc. 21st Int. Conf. Pattern Recognit. ICPR2012, IEEE; 2012.
Wireshark – Go Deep n.d. https://www.wireshark.org/ (accessed April 30, 2018).
OpenCV library n.d. https://opencv.org/ (accessed July 31, 2018).
- Congestion control in IP/TCP internetworks.ACM SIGCOMM Comput Commun Rev. 1984; 14: 11-17https://doi.org/10.1145/1024908.1024910
Braden R. Requirements for Internet Hosts – Communication Layers. RFC Editor; 1989. https://doi.org/10.17487/rfc1122.
Postel J. User Datagram Protocol. RFC Editor; 1980. https://doi.org/10.17487/rfc0768.