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Predictive value of flat-panel CT for haemorrhagic transformations in patients with acute stroke treated with thrombectomy

医学 冲程(发动机) 急性中风 预测值 放射科 价值(数学) 心脏病学 内科学 外科 组织纤溶酶原激活剂 计算机科学 机械工程 机器学习 工程类
作者
Aymeric Rouchaud,Silvia Pistocchi,Raphaël Blanc,Nicolas Engrand,Bruno Bartolini,Michel Piotin
出处
期刊:Journal of NeuroInterventional Surgery [BMJ]
卷期号:6 (2): 139-143 被引量:31
标识
DOI:10.1136/neurintsurg-2012-010644
摘要

Introduction Haemorrhagic transformations are pejorative for patients with acute ischaemic stroke (AIS). We estimated flat-panel CT performances to detect brain parenchymal hyperdense lesions immediately after mechanical thrombectomy directly on the angiography table in patients with AIS, and its ability to predict haemorrhagic transformation. We also evaluated an easy-reading protocol for post-procedure flat-panel CT evaluation by clinicians to enable them to determine the potential risk of haemorrhage. Methods Two neuroradiologists retrospectively reviewed post-procedural flat-panel CT and 24 h follow-up imaging. We evaluated hyperdense lesions on flat-panel CT to predict the occurrence of haemorrhagic transformation within 24 h detected with conventional imaging. Results Of 63 patients, 60.3% presented post-procedural parenchymal hyperdensity and 54.0% had haemorrhagic transformation. Significantly more patients with hyperdense lesions on post-thrombectomy flat-panel CT presented haemorrhagic transformation (84.2% vs 8.0%; p<0.0001). No significant haemorrhagic transformations were detected for patients without parenchymal hyperdensity. Sensitivity and specificity of hyperdense lesions on flat-panel CT for the prediction of haemorrhagic transformation were 94.1% (80.3–99.3%) and 79.3% (60.3–92.0%), respectively. The positive and negative predictive values for the occurrence of haemorrhage were 84.2% (68.8–94.0%) and 92.0% (74.0–99.0%), respectively. For significant parenchymal haemorrhage type 2, sensitivity and negative predictive values were 100%. We observed good homogeneity between the different readers. Hyperdensity on post-procedural flat-panel CT was associated with a tendency for higher risk of death and lower risk of good clinical outcome. Conclusions Flat-panel CT appears to be a good tool to detect brain parenchymal hyperdensities after mechanical thrombectomy in patients with AIS and to predict haemorrhagic transformation.

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