Unsupervised Deep Learning for Stroke Lesion Segmentation on Follow-up CT Based on Generative Adversarial Networks.

H van Voorst,P R Konduri, L M van Poppel,W van der Steen, P M van der Sluijs, E M H Slot,B J Emmer,W H van Zwam,Y B W E M Roos,C B L M Majoie,G Zaharchuk,M W A Caan,H A Marquering

AJNR. American journal of neuroradiology（2022）

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摘要

An unsupervised generative adversarial network can be used to obtain automated infarct lesion segmentations with a moderate Dice similarity coefficient and good volumetric correspondence.

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