Purpose In large clinical centers a small subset of patients present with hydrocephalus that requires surgical treatment. We aimed to develop a screening tool to detect such cases from the head MRI with performance comparable to neuroradiologists.

中文翻译：

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深度学习在检测需要治疗的脑积水方面实现了神经放射学家级别的性能

目的在大型临床中心，一小部分患者出现需要手术治疗的脑积水。我们旨在开发一种筛查工具，从头部 MRI 检测此类病例，其性能可与神经放射科医生相媲美。