Suppr超能文献

采用复杂扩散方法进行局灶性皮质发育不良(FCD)病变分析。

Focal Cortical Dysplasia (FCD) lesion analysis with complex diffusion approach.

作者信息

Rajan Jeny, Kannan K, Kesavadas C, Thomas Bejoy

机构信息

Medical Imaging Research Group, NeST (p) Ltd. A-3, Periyar, Technopark Campus, Trivandrum, India.

出版信息

Comput Med Imaging Graph. 2009 Oct;33(7):553-8. doi: 10.1016/j.compmedimag.2009.05.004. Epub 2009 Jun 26.

Abstract

Identification of Focal Cortical Dysplasia (FCD) can be difficult due to the subtle MRI changes. Though sequences like FLAIR (fluid attenuated inversion recovery) can detect a large majority of these lesions, there are smaller lesions without signal changes that can easily go unnoticed by the naked eye. The aim of this study is to improve the visibility of focal cortical dysplasia lesions in the T1 weighted brain MRI images. In the proposed method, we used a complex diffusion based approach for calculating the FCD affected areas. Based on the diffused image and thickness map, a complex map is created. From this complex map; FCD areas can be easily identified. MRI brains of 48 subjects selected by neuroradiologists were given to computer scientists who developed the complex map for identifying the cortical dysplasia. The scientists were blinded to the MRI interpretation result of the neuroradiologist. The FCD could be identified in all the patients in whom surgery was done, however three patients had false positive lesions. More lesions were identified in patients in whom surgery was not performed and lesions were seen in few of the controls. These were considered as false positive. This computer aided detection technique using complex diffusion approach can help detect focal cortical dysplasia in patients with epilepsy.

摘要

由于MRI变化细微,局灶性皮质发育不良(FCD)的识别可能具有挑战性。尽管像FLAIR(液体衰减反转恢复序列)这样的序列能够检测出大部分此类病变,但仍有一些无信号变化的较小病变容易被肉眼忽视。本研究的目的是提高T1加权脑MRI图像中局灶性皮质发育不良病变的可视性。在所提出的方法中,我们采用基于复杂扩散的方法来计算受FCD影响的区域。基于扩散图像和厚度图,创建一个复杂图。从这个复杂图中,可以轻松识别出FCD区域。神经放射科医生挑选的48名受试者的MRI脑部图像被交给开发用于识别皮质发育不良的复杂图的计算机科学家。这些科学家对神经放射科医生的MRI解读结果不知情。在所有接受手术的患者中都能识别出FCD,但有三名患者出现假阳性病变。在未进行手术的患者中发现了更多病变,并且在少数对照中也发现了病变。这些被视为假阳性。这种使用复杂扩散方法的计算机辅助检测技术有助于检测癫痫患者的局灶性皮质发育不良。

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验