基于频域技术的弥散加权MR图像脑梗死信号强度分析

S. S. Shanbhag, G. R. Udupi, K. M. Patil, K. Ranganath
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引用次数: 1

摘要

脑梗死的早期准确诊断对实施成功的治疗,从而提高生活质量起着至关重要的作用。弥散加权磁共振成像(DW-MRI)是一种高度敏感的工具,用于检测各种脑病理的早期水扩散变化,主要是脑梗死。对一组人体大脑(轴向面)弥散加权(Diffusion Weighted, DW)图像进行研究,寻找光强高频功率(High Frequency Power, HFP)值与脑梗死时间进程之间的关系,为确定脑梗死分期提供依据。分析结果表明,脑梗死患者DW图像上的光强HFP值与对侧正常半球相比,在脑梗死高发区域差异极显著(p < 0.01)。脑梗死患者的光强HFP值(RHFP)相对于对侧正常半球的相应HFP值增加了(153.06 ~ 1780.43)倍。观察到的RHFP值随着时间的推移逐渐增加,在1 ~ 4天达到峰值,随后在15天达到最低。RHFP值与脑梗死时间分期呈负相关(r = - 0.74)。梗死后观察到的RHFP值的演变提示它们可以支持理解梗死的发展阶段,并有助于预测梗死的阶段。可以评估光强HFP值的定量变化,以获得有关脑组织发生的早期变化的信息。进一步将其应用于脑梗死的临床诊断和治疗具有一定的参考价值。综上所述,所提出的方法可以积极地帮助神经外科医生快速诊断和执行治疗,以保护受试者免受脑组织的额外损伤。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Analysis of Cerebral Infarct Signal Intensity on Diffusion-Weighted MR Images Using Frequency Domain Techniques
Early and accurate diagnosis of cerebral infarction plays a vital role in the implementation of successful treatment and thereby improving the quality of life. Diffusion Weighted Magnetic Resonance Imaging (DW-MRI) is a highly sensitive tool for the detection of early changes in the water diffusion that characterizes various brain pathologies, largely, cerebral infarctions. Studies were performed on a set of Diffusion Weighted (DW) images of the human brain (in the axial plane) to find the relationship between the light intensity High Frequency Power (HFP) values and the time course of cerebral infarction, and to present evidence in defining the stages of cerebral infarction. Analysis of the results show that the difference in the light intensity HFP values on the DW images for the subjects with cerebral infarction compared to their contralateral normal hemisphere, were highly significant (p < 0.01) in the areas of the brain, where there was a high incidence of infarction. The relative increase in the light intensity HFP values (RHFP) for the subjects with cerebral infarc- tion were in the range of (153.06 - 1780.43) times compared to their corresponding HFP values on the contralateral normal hemisphere. The observed RHFP values increased progressively with time and were at the peak for the examinations be- tween 1 to 4 days and thereafter reduced to reach the minimum after 15 days. There was a negative correlation (r = - 0.74) observed between the RHFP values and the time stage of cerebral infarction. The evolution of the RHFP values observed subsequent to infarction is suggestive that they can be supportive in understanding the developmental stages of infarction and can be helpful in predicting the stage of infarction. The quantitative changes in the light intensity HFP values can be assessed to derive information about the early changes taking place in the brain tissue. Further their adoption in clinical diagnosis and treatment of cerebral infarction could be helpful and informative. In conclusion, the proposed method could positively assist the neuro-surgeons for speedy diagnosis and execution of treatment to protect the subjects from additional damage to their brain tissue.
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