Automatic catheter tracking during cardiac MRI guided cardiac catheterization using deep learning

A deep neural network trained on images with artificially generated catheter signal was developed and enables accurate detection of catheter signal under real-time conditions. Further investigations, with in-line integration, are now warranted to determine the benefit of this technique for improved catheter navigation.