Evaluation of a CTA-based convolutional neural network for infarct volume prediction in anterior cerebral circulation ischaemic stroke.

Lasse HokkinenTeemu MäkeläSauli SavolainenMarko Kangasniemi

Published in: European radiology experimental (2021)

A CTA-based CNN software can provide good infarct core volume estimates as observed in follow-up imaging studies. CNN-derived infarct volumes had a good correlation to CTP-RAPID ischaemic core volumes.

Keyphrases

convolutional neural network
acute myocardial infarction
deep learning
high resolution
subarachnoid hemorrhage
machine learning
heart failure
coronary artery disease
photodynamic therapy
blood brain barrier
loop mediated isothermal amplification