DeepSet SimCLR: Self-supervised deep sets for improved pathology representation learning

David Torpey, Richard Klein

Abstract: Highlights•Introduce 2 models that implicitly model 3D pathology data and improve performance.•Conduct detailed ablations of the hyperparameters and design choices for our methods.•A extensive evaluation covering multiple downstream datasets, tasks, and modalities.