Deep-learning triage of 3D pathology data for improved disease detection while reducing pathologist workloads

Abstract

3D pathology can potentially improve disease detection, but the datasets are too large to review. We’re developing a deep-learning-based triage method to identify the highest-risk 2D sections within 3D pathology datasets for rapid pathologist review.