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Abstract #2947

Robust Computer Assisted Catheter Tracking Algorithm in MR Using Gradient Based Signatures and Mean Shift Localization

Abubakr El-Tahir1, 2, Frederic Courivaud1, Rafael Palomar1, Ole Jakob Elle1, 2

1The Intervention Centre, Oslo University Hospital, Oslo, Norway; 2Department of Informatics, University of Oslo, Oslo, Norway

A smart robust algorithm for automatic catheter tracking in MR is proposed. The output of the catheter tracking is intended to be used in developing an automatic MR image acquisition and visualization scheme to be presented to the interventionist during catheterization procedures. In this method the catheter tip is marked with an MR traceable marker (in this case a miniature resonant circuit). Then automatic tip tracking is performed in a series of MR frames using probability map generated for each frame based on the similarity to a pre-learned template marker.

Keywords

ability absolute acceptable achieve acquisition active addition applied arises assisted assumed attached automatic autonomy background becoming brought capacitor catheter catheters circuit circuits closer coil common computer configuration considered control coordinates cost defined deformed degrees detecting detection developed diagram diameter discrepancy distance drive easy employed engine evaluation excitation existence extract extracted extraction facilitated features feedback field frame frequency future generated gradient greatly guidance guiding hospital human incorporation informatics inside instrument intervention interventions intra introduced length like likelihood localization location loop manual marked marker markers material matrix modality model moved necessary next operatively output overcome parallel particles particular passive phantom phasing probabilistic probability processed processing projection proposed quick quite real rectangular reduced reducing registering relatively rely resolution resonant robust scanner schematic scheme sense series shape signature signatures similarity sites slice slowly soldered spoiled step stochastic store sufficient surf template track tracking tuned unlike updated user vessel view water weaken width wire yang yielding