Non-rigid point cloud registration for middle ear diagnostics with endoscopic optical coherence tomography.

Peng LiuJonas GoldeJoseph MorgensternSebastian BodenstedtChenpan LiYujia HuZhaoyu ChenEdmund KochMarcus NeudertStefanie Speidel

Published in: International journal of computer assisted radiology and surgery (2023)

In this work, we aim to enable diagnosis of middle ear structures with the assistance of OCT images. We propose C2P-Net: a two-staged non-rigid registration pipeline for point clouds to support the interpretation of in vivo noisy and partial OCT images for the first time. Code is available at: https://gitlab.com/nct_tso_public/c2p-net.

Keyphrases

optical coherence tomography
diabetic retinopathy
optic nerve
healthcare
ultrasound guided
deep learning
high resolution
convolutional neural network
emergency department