Deep Learning-based Assessment of Internal Carotid Artery Anatomy to Predict Difficult Intracranial Access in Endovascular Recanalization of Acute Ischemic Stroke.

Gregor Nageler,Ingmar Gergel,Markus Fangerau,Michael Breckwoldt,Fatih Seker,Martin Bendszus,Markus Möhlenbruch,Ulf Neuberger

Clinical neuroradiology（2023）

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摘要

The association between ICA angle and EVT duration could be verified and a DL-based method for semi-automatic assessment with the potential for full automation was developed. More anatomical features of interest could be examined in a similar fashion.

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关键词

Convolutional neural network (CNN),Machine learning,Mechanical thrombectomy,Tortuosity,nnUNet

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