Matthew T. Bramlet

Machine Learning-Based Privacy Preserving via CT/MRI and Organ Metadata Prediction.

This paper considers a general scenario in which the data are entirely anonymized by removing the metadata due to privacy concerns, and proposes a novel approach for automated metadata prediction from fully anonymized CT and MRI images to enable efficient training of the downstream model.