Towards Seamless Integration of Magnetic Tracking into Fluoroscopy-guided Interventions
The 2D projective nature of X-ray radiography presents significant limitations in fluoroscopy-guided interventions, particularly the loss of depth perception and prolonged radiation exposure. Integrating magnetic trackers into these workflows is promising; however, it remains challenging and under-e...
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Zusammenfassung: | The 2D projective nature of X-ray radiography presents significant
limitations in fluoroscopy-guided interventions, particularly the loss of depth
perception and prolonged radiation exposure. Integrating magnetic trackers into
these workflows is promising; however, it remains challenging and
under-explored in current research and practice. To address this, we employed a
radiolucent magnetic field generator (FG) prototype as a foundational step
towards seamless magnetic tracking (MT) integration. A two-layer FG mounting
frame was designed for compatibility with various C-arm X-ray systems, ensuring
smooth installation and optimal tracking accuracy. To overcome technical
challenges, including accurate C-arm pose estimation, robust fluoro-CT
registration, and 3D navigation, we proposed the incorporation of external
aluminum fiducials without disrupting conventional workflows. Experimental
evaluation showed no clinically significant impact of the aluminum fiducials
and the C-arm on MT accuracy. Our fluoro-CT registration demonstrated high
accuracy (mean projection distance approxiamtely 0.7 mm, robustness (wide
capture range), and generalizability across local and public datasets. In a
phantom targeting experiment, needle insertion error was between 2 mm and 3 mm,
with real-time guidance using enhanced 2D and 3D navigation. Overall, our
results demonstrated the efficacy and clinical applicability of the MT-assisted
approach. To the best of our knowledge, this is the first study to integrate a
radiolucent FG into a fluoroscopy-guided workflow. |
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DOI: | 10.48550/arxiv.2411.07495 |