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使用分形维数估计皮质复杂度:临床和非临床样本文献的系统综述。

Cortical complexity estimation using fractal dimension: A systematic review of the literature on clinical and nonclinical samples.

机构信息

Department of Neurosciences, University of Padua, Padova, Italy.

Padua Neuroscience Center, University of Padua, Padova, Italy.

出版信息

Eur J Neurosci. 2022 Mar;55(6):1547-1583. doi: 10.1111/ejn.15631. Epub 2022 Mar 9.

Abstract

Fractal geometry has recently been proposed as a useful tool for characterizing the complexity of the brain cortex, which is likely to derive from the recurrence of sulci-gyri convolution patterns. The index used to describe the cortical complexity is called fractal dimensional (FD) and was employed by different research exploring the neurobiological correlates of distinct pathological and nonpathological conditions. This review aims to describe the literature on the application of this index, summarize the heterogeneities between studies and inform future research on this topic. Sixty-two studies were included in the systematic review. The main research lines concern neurodevelopment, aging and the neurobiology of specific psychiatric and neurological disorders. Overall, the included papers indicate that cortical complexity is likely to reduce during aging and in various pathological processes affecting the brain. Nevertheless, the high heterogeneity between studies strongly prevents the possibility of drawing conclusions. Further research considering this index besides other morphological values is needed to better clarify the role of FD in characterizing the cortical structure.

摘要

分形几何最近被提议作为一种有用的工具来描述大脑皮层的复杂性,这可能源于脑回沟的重复模式。用于描述皮质复杂性的指数称为分形维数(FD),并被不同的研究用于探索不同病理和非病理条件的神经生物学相关性。本综述旨在描述该指数的应用文献,总结研究之间的异质性,并为该主题的未来研究提供信息。共有 62 项研究被纳入系统评价。主要的研究方向涉及神经发育、衰老以及特定精神和神经疾病的神经生物学。总的来说,纳入的论文表明,皮质复杂性可能在衰老和各种影响大脑的病理过程中降低。然而,研究之间的高度异质性强烈阻止了得出结论的可能性。需要进一步的研究,除了其他形态学值之外,还需要考虑这个指数,以更好地阐明 FD 在描述皮质结构中的作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2f2d/9313853/92b8b8d32cd7/EJN-55-1547-g001.jpg

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