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US \& MRI Image Fusion Based on Markerless Skin Registration

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arxiv 2307.14288 v4 pith:XCG45GQK submitted 2023-07-26 cs.CV

classification cs.CV
keywords fusionsystemco-registrationacquisitiondifferentimageimagesintegrated
verification ladder T0 review T1 audit T2 compute T3 formal
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abstract

This paper presents an innovative automatic fusion imaging system that combines 3D CT/MR images with real-time ultrasound (US) acquisition. The system eliminates the need for external physical markers and complex training, making image fusion feasible for physicians with different experience levels. The integrated system involves a portable 3D camera for patient-specific surface acquisition, an electromagnetic tracking system, and US components. The fusion algorithm comprises two main parts: skin segmentation and rigid co-registration, both integrated into the US machine. The co-registration software aligns the surface extracted from CT/MR images with patient-specific coordinates, facilitating rapid and effective fusion. Experimental testing in different settings validates the system's accuracy, computational efficiency, noise robustness, and operator independence. The co-registration error remains under the acceptable range of~$1$ cm.

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