脑的分形几何学（第二版）

English | 2024 | ISBN: 3031476050 | 999 Pages | PDF EPUB (True) | 170 MB

The new edition of the highly popular, The Fractal Geometry of the Brain, reviews the most intriguing applications of fractal analysis in neuroscience with a focus on current and future potential, limits, advantages, and disadvantages. It brings an understanding of fractals to clinicians and researchers even if they do not have a mathematical background, and it serves as a valuable tool for teaching the translational applications of computational fractal-based models to both students and scholars. As a consequence of the novel research developed at Professor Di Ieva's laboratory and other centers around the world, the second edition will explore the use of computational fractal-based analysis in many clinical disciplines and different fields of research, including neurology and neurosurgery, neuroanatomy and psychology, magnetoencephalography (MEG), eye-tracking devices (for the fractal computational characterization of “scanpaths”),deep learning in image analysis, radiomics for the characterization of brain MRIs, characterization of neuropsychological and psychiatric diseases and traits, signal complexity analysis in time series, and functional MRI, amongst others

《新版本的广受欢迎的《大脑分形几何学》一书，回顾了神经科学中分形分析最具诱惑力的应用，并重点关注当前和未来的潜在性、局限性、优势和劣势。即使他们没有数学背景，这本书也能让临床医生和研究人员理解分形的概念，并作为一种教科书，向学生和学者传授基于计算的分形模型的转换应用价值。得益于杜伊埃教授实验室及其他世界各地中心所开展的新研究，《第2版》将探索多种临床学科及不同研究领域中计算分形分析的应用，包括神经学和神经外科、神经解剖学与心理学、磁共振成像（MEG）、眼动追踪设备（用于对“扫描路径”的分形计算性描述）；图像分析中的深度学习；影像医学（放射组学）以区分脑部MRI的特征；神经心理学及精神疾病和特质的区分；信号复杂性在时间序列中的分析，功能磁共振成像等。

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