Paling S M, Williams E D, Barber R, Burton E J, Crum W R, Fox N C, O'Brien J T
Institute for Ageing and Health, Newcastle General Hospital, Newcastle upon Tyne, UK.
Med Image Anal. 2004 Mar;8(1):69-79. doi: 10.1016/j.media.2003.07.004.
We have used a serial MR image analysis technique previously developed for studies of cerebral atrophy in early-onset dementia and applied it to a study of late-onset dementia patients with images acquired using a different scanner and scan sequence. Validation and optimisation tests showed that with only small changes to key analysis parameters the technique can successfully be applied to previously untested data with dissimilar image characteristics. The overall accuracy in estimation of cerebral atrophy using the technique was determined to be between 2 and 4 ml (1sigma) depending on the conditions during image acquisition. By comparing the results of alternative registration techniques we demonstrate the potential of using of fully automated 9 DOF image registration as an effective and efficient means of correcting for scanner pixel size variations, even in the presence of significant cerebral atrophy. Applied to the late-onset dementia study, patients were found to have significantly increased mean atrophy rates (p<0.001) compared to controls. In general the analysis technique is shown to be a robust, accurate and transferable tool of potential value for future studies of dementia and related neuro-degenerative disorders.
我们采用了一种先前为早发性痴呆脑萎缩研究而开发的系列磁共振图像分析技术,并将其应用于一项针对晚发性痴呆患者的研究,这些患者的图像是使用不同的扫描仪和扫描序列获取的。验证和优化测试表明,只需对关键分析参数进行微小更改,该技术就能成功应用于具有不同图像特征的先前未测试数据。根据图像采集期间的条件,使用该技术估计脑萎缩的总体准确度在2至4毫升(1西格玛)之间。通过比较替代配准技术的结果,我们证明了即使存在明显的脑萎缩,使用全自动9自由度图像配准作为校正扫描仪像素大小变化的有效且高效方法的潜力。应用于晚发性痴呆研究时,发现患者与对照组相比平均萎缩率显著增加(p<0.001)。总体而言,该分析技术被证明是一种强大、准确且可转移的工具,对未来痴呆及相关神经退行性疾病的研究具有潜在价值。