Evaluating a 3D deep learning pipeline for cerebral vessel and intracranial aneurysm segmentation from computed tomography angiography-digital subtraction angiography image pairs.

Tatsat R Patel,Aakash Patel,Sricharan S Veeturi,Munjal Shah,Muhammad Waqas,Andre Monteiro,Ammad A Baig,Nandor Pinter,Elad I Levy,Adnan H Siddiqui,Vincent M Tutino

Neurosurgical focus（2023）

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摘要

This CTA segmentation network (DeepMedic trained on DSA-segmented vessels) provides a high-fidelity solution for CTA vessel segmentation, particularly for vessels and IAs in the carotid cavernous region.

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关键词

vasculature segmentation, deep learning, digital subtraction angiography, computed tomography angiography, brain aneurysms

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