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Found 5 papers, 0 papers with code
Monocular Microscope to CT Registration using Pose Estimation of the Incus for Augmented Reality Cochlear Implant Surgery
For those experiencing severe-to-profound sensorineural hearing loss, the cochlear implant (CI) is the preferred treatment.
DABS-LS: Deep Atlas-Based Segmentation Using Regional Level Set Self-Supervision
We create a single atlas in which the IAC and ANFs are pre-localized.
Atlas-Based Segmentation of Intracochlear Anatomy in Metal Artifact Affected CT Images of the Ear with Co-trained Deep Neural Networks
The segmentation of the ICA in the Post-CT images is subsequently obtained by transferring the predefined segmentation meshes of the ICA in the atlas image to the Post-CT images using the corresponding DDFs generated by the trained registration networks.
Validation of image-guided cochlear implant programming techniques
In this article, we create a ground truth dataset with conventional CT and micro-CT images of 35 temporal bone specimens to both rigorously characterize the accuracy of these two steps and assess how inaccuracies in these steps affect the overall results.
Accurate Detection of Inner Ears in Head CTs Using a Deep Volume-to-Volume Regression Network with False Positive Suppression and a Shape-Based Constraint
We achieve a labeling accuracy of 98. 59% and a localization error of 2. 45mm.
