Matthew A. Coleman

PreRadE: Pretraining Tasks on Radiology Images and Reports Evaluation Framework

2022 · Mathematics

Recently, self-supervised pretraining of transformers has gained considerable attention in analyzing electronic medical records. However, systematic evaluation of different pretraining tasks in radiology applications using both images and radiology reports is still lacking. We propose …