Automatic detection of the circle of Willis in neuro-images using multi-scale gradient calculation and knowledge-based genetic algorithms

使用多尺度梯度计算和基于知识的遗传算法自动检测神经图像中的威利斯圆

• 批准号: DP0773584
• 负责人: Prof Jesse Jin
• 金额: $ 9.51万
• 依托单位: The University of Newcastle
• 依托单位国家: 澳大利亚
• 项目类别: Discovery Projects
• 财政年份: 2007
• 资助国家: 澳大利亚
• 起止时间: 2007-01-01 至 2010-12-31
• 项目状态: 已结题
• 来源: https://dataportal.arc.gov.au/RGS/Web/Grants/DP0773584
• 关键词: Automatic; detection; circle; Willis; neuro

Stroke is the third most common cause of death and a major contributor to long term disability in Australia. The most efficient way of preventing stroke from happening is to detect related symptoms early. The group of cerebral blood vessels that closely related to strokes is the circle of Willis (CoW). We build a system that can automatically detect and quantify CoW in neuroimages, providing ways of preventing strokes from happening. The project will enhance Australia¡¯s leading position in promoting and maintaining good health, especially in preventive healthcare.

中风是澳大利亚第三大常见的死亡原因，也是造成长期残疾的主要贡献者。防止中风发生的最有效方法是尽早发现相关症状。与中风密切相关的脑血管组是威利斯（牛）的圆圈。我们构建了一个可以自动检测和量化神经图像的牛的系统，从而提供了防止中风发生的方法。该项目将提高澳大利亚在促进和维持良好健康方面的领先地位，尤其是在预防保健方面。