Fully Automated Segmentation of Globes for Volume Quantification in CT Images of Orbits using Deep Learning.

Lavanya Umapathy B A Winegar L MacKinnon M Hill Maria I Altbach J M Miller Ali Bilgin

Published in: AJNR. American journal of neuroradiology (2020)

We showed that with fast prediction times, we can reliably detect and quantify globe volumes in CT images of the orbits across a variety of acquisition parameters.

Keyphrases

deep learning
convolutional neural network
image quality
dual energy
artificial intelligence
computed tomography
contrast enhanced
machine learning
positron emission tomography
optical coherence tomography