Fast 3D YOLOv3 based standard plane regression of vertebral bodies in intra-operative CBCT volumes.

Sebastian Doerrich Florian KordonFelix DenzingerJan Siad El BarbariMaxim PrivalovSven Y VetterAndreas K Maier Holger Kunze

Published in: Journal of medical imaging (Bellingham, Wash.) (2023)

Both algorithms show similar good results. However, the speed gain of the detection-based algorithm, resulting in a run time of 5 s, makes it more suitable for usage in an intra-operative scenario.

Keyphrases

machine learning
deep learning
label free
bone mineral density
loop mediated isothermal amplification
cone beam computed tomography
real time pcr
neural network