A System for Real-Time, Online Mixed-Reality Visualization of Cardiac Magnetic Resonance Images

• Published in: Journal of imaging Vol. 7; no. 12; p. 274
• Main Authors: Franson, Dominique, Dupuis, Andrew, Gulani, Vikas, Griswold, Mark, Seiberlich, Nicole
• Format: Journal Article
• Language: English
• Published: Switzerland MDPI AG 14.12.2021; MDPI
• Subjects: Data acquisition; Data collection; Graphics processing units; GRAPPA; Helmet mounted displays; Image acquisition; Image reconstruction; interventional guidance; Ionizing radiation; Magnetic resonance imaging; Mixed reality; non-cartesian; Pipelining (computers); Radiation; Real time; real-time imaging; Scanners; Soft tissues; Stereoscopy; Ultrasonic imaging; Visualization; interventional guidance; GRAPPA; magnetic resonance imaging; mixed reality; real-time imaging; non-cartesian
• ISSN: 2313-433X; 2313-433X
• DOI: 10.3390/jimaging7120274

Image-guided cardiovascular interventions are rapidly evolving procedures that necessitate imaging systems capable of rapid data acquisition and low-latency image reconstruction and visualization. Compared to alternative modalities, Magnetic Resonance Imaging (MRI) is attractive for guidance in complex interventional settings thanks to excellent soft tissue contrast and large fields-of-view without exposure to ionizing radiation. However, most clinically deployed MRI sequences and visualization pipelines exhibit poor latency characteristics, and spatial integration of complex anatomy and device orientation can be challenging on conventional 2D displays. This work demonstrates a proof-of-concept system linking real-time cardiac MR image acquisition, online low-latency reconstruction, and a stereoscopic display to support further development in real-time MR-guided intervention. Data are acquired using an undersampled, radial trajectory and reconstructed via parallelized through-time radial generalized autocalibrating partially parallel acquisition (GRAPPA) implemented on graphics processing units. Images are rendered for display in a stereoscopic mixed-reality head-mounted display. The system is successfully tested by imaging standard cardiac views in healthy volunteers. Datasets comprised of one slice (46 ms), two slices (92 ms), and three slices (138 ms) are collected, with the acquisition time of each listed in parentheses. Images are displayed with latencies of 42 ms/frame or less for all three conditions. Volumetric data are acquired at one volume per heartbeat with acquisition times of 467 ms and 588 ms when 8 and 12 partitions are acquired, respectively. Volumes are displayed with a latency of 286 ms or less. The faster-than-acquisition latencies for both planar and volumetric display enable real-time 3D visualization of the heart.