Detection and analysis of cerebral aneurysms based on X-ray rotational angiography - the CADA 2020 challenge

Medical Image Analysis(2022)

引用 16|浏览21
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摘要
•The Cranial Aneurysm Detection and Analysis Challenge (CADA) provides a benchmarking dataset (3D rotational X-ray angiography) and evaluation framework for: (a) Aneurysm detection, (b) Aneurysm segmentation, (c) Rupture risk estimation.•The paper provides a comparison of image-based aneurysm rupture risk assessment approaches from different domains such as (a) Weighted parameter combinations (clinical score), (b) Radiomics-based machine learning.(c) Computation fluid dynamics.•The paper assesses the performance of a fully automatic pipeline for the detection and rupture risk assessment.
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关键词
41A05,41A10,65D05,65D17,Intracranial aneurysms,Aneurysm detection,Aneurysm segmentation,Subarachnoid hemorrhage,X-ray rotational angiography,Machine learning,Rupture risk,Deep learning,CFD
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