Login / Signup

The accuracy of image-based safety analysis for robotic cochlear implantation.

C RathgebF WagnerWilhelm WimmerN GerberT WilliamsonL AnschützS WederM StadelmannG BragaJ AnsoM CaversaccioS WeberK Gavaghan
Published in: International journal of computer assisted radiology and surgery (2018)
The assessment of intraoperative CT-based imaging presents multiple benefits over alternative safety mechanisms including early detection and applicability even in cases of malformation of the mastoid. This work presents a computer-assisted approach to image analysis that enables procedure safety measurements to be reliably performed with superior accuracy to other proposed safety methodologies, at a safe distance from the facial nerve. Its application must, however, be considered in relation to associated costs (time, cost, irradiation) and the dependence of the measure on a reliable preoperative segmentation.
Keyphrases
  • deep learning
  • patients undergoing
  • high resolution
  • minimally invasive
  • computed tomography
  • magnetic resonance imaging
  • mass spectrometry
  • convolutional neural network
  • radiation induced
  • pet ct