Improving Artifact Robustness for CT Deep Learning Models Without Labeled Artifact Images via Domain Adaptation

Justin Cheung, Samuel Savine, Calvin Nguyen +2

If a CT scanner introduces a new artifact not present in the training labels, the model may misclassify the images. Although modern CT scanners include design features which mitiga…