Semi-automatic measurement of intracranial hemorrhage growth on non-contrast CT.

Kevin J Chung Hulin KuangAlyssa FedericoHyun Seok ChoiLinda KasickovaAbdulaziz Sulaiman Al SultanMacKenzie HornMark CrowtherStuart J ConnollyPatrick YueJohn T CurnutteAndrew M DemchukBijoy K MenonWu Qiu

Published in: International journal of stroke : official journal of the International Stroke Society (2019)

We spatially and volumetrically validate a novel interactive segmentation method for delineating intracranial hemorrhage on head non-contrast CT images. Good spatial overlap, excellent volume correlation, and good repeatability suggest its usefulness for measuring intracranial hemorrhage volume and volume change on non-contrast CT images.

Keyphrases

contrast enhanced
deep learning
optic nerve
magnetic resonance
image quality
convolutional neural network
dual energy
computed tomography
magnetic resonance imaging
optical coherence tomography
positron emission tomography
machine learning