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Automated detection of intracranial aneurysms using skeleton-based 3D patches, semantic segmentation, and auxiliary classification for overcoming data imbalance in brain TOF-MRA

Medicine and Health

Automated detection of intracranial aneurysms using skeleton-based 3D patches, semantic segmentation, and auxiliary classification for overcoming data imbalance in brain TOF-MRA

S. Ham, J. Seo, et al.

This groundbreaking study introduces a CNN model that demonstrates impressive accuracy in detecting intracranial aneurysms through 3D TOF-MRA imaging. Conducted by a team of esteemed researchers, this innovative approach not only highlights the model's capabilities but also suggests significant potential for clinical use.

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