Atlas-based segmentation of cochlear microstructures in cone beam CT.

Kimerly A Powell Gregory J WietBrad HittleGrace I OswaldJason P KeithDon StredneySteven Arild Wuyts Andersen

Published in: International journal of computer assisted radiology and surgery (2021)

An atlas-based approach using 3D micro-slicing data and affine spatial registration in the cochlear region was successful in segmenting cochlear microstructures of temporal bone anatomy for use in simulation software and potentially for pre-surgical planning and rehearsal.

Keyphrases

hearing loss
cone beam
single cell
deep learning
computed tomography
electronic health record
bone mineral density
convolutional neural network
data analysis
magnetic resonance imaging
big data
contrast enhanced
machine learning
positron emission tomography
artificial intelligence