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3D-2D image registration in the presence of soft-tissue deformation in image-guided transbronchial interventions.

Rohan C VijayanNiral ShethLina MekkiAlexander LuAli UneriAlejandro SisniegaJessica MagaraggiaGerhard KleinszigSebastian VogtJeffrey ThiboutotHans LeeLonny YarmusJeffrey H Siewerdsen
Published in: Physics in medicine and biology (2022)
MRMS registration via soft-tissue gradients achieved accurate fluoroscopic overlay in the presence of deformable lung motion. By driving registration via soft-tissue image gradients, the method avoided false local minima presented by bones and was robust to a wide range of motion magnitude.
Keyphrases
  • soft tissue
  • deep learning
  • high speed
  • high resolution
  • ultrasound guided
  • fine needle aspiration