Hybrid 3D/2D Convolutional Neural Network for Hemorrhage Evaluation on Head CT

Abstract

A customized deep learning tool is accurate in the detection and quantification of hemorrhage on NCCT. Demonstrated high performance on prospective NCCTs ordered from the emergency department suggests the clinical viability of the proposed deep learning tool.