PreRadE: Pretraining Tasks on Radiology Images and Reports Evaluation Framework

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 PreRadE, a sim...

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Bibliographic Details
Main Authors: Matthew Coleman, Joanna F. Dipnall, Myong Chol Jung, Lan Du
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/10/24/4661