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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

Accurate and reliable detection of intracranial aneurysms is vital for subsequent treatment to prevent bleeding. However, the detection of intracranial aneurysms can be time-consuming and even challenging, and there is great variability among experts, especially in the case of small aneurysms. This...

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Detalles Bibliográficos
Autores principales: Ham, Sungwon, Seo, Jiyeon, Yun, Jihye, Bae, Yun Jung, Kim, Tackeun, Sunwoo, Leonard, Yoo, Sooyoung, Jung, Seung Chai, Kim, Jeong-Whun, Kim, Namkug
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10368697/
https://www.ncbi.nlm.nih.gov/pubmed/37491504
http://dx.doi.org/10.1038/s41598-023-38586-9