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Computation of Local Fractal Dimension Values of the Human Cerebral Cortex
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作者 Richard D. King 《Applied Mathematics》 2014年第12期1733-1740,共8页
Objectives: The purpose of this paper is to describe a technique for computing the local fractal dimension of the human cerebral cortex as extracted from high-resolution magnetic resonance imaging scans. Methods: 3D m... Objectives: The purpose of this paper is to describe a technique for computing the local fractal dimension of the human cerebral cortex as extracted from high-resolution magnetic resonance imaging scans. Methods: 3D models of the human cerebral cortex were extracted from high resolution magnetic resonance images of 10 healthy adult volunteers using FreeSurfer. The local fractal dimension of the cortex was computed using a custom-written cube-counting algorithm. The effect of constraining the maximum region size on the measured value of local fractal dimension was examined. A proof of principle was demonstrated by comparing an individual with Alzheimer’s disease to a healthy individual. Results: Local values of cortical fractal dimension can be obtained by constraining the size of the region over which the cube counting is performed. Cubic regions of intermediate size (30 × 30 × 30 mm) yielded a profile that demonstrated greater regional variability compared to smaller (15 × 15 × 15 mm) or larger (60 × 60 × 60 mm) region sizes. Conclusions: Local fractal dimension of the cerebral cortex is a novel measure that may yield additional, quantitative insight into the clinical meaning of cortical shape changes. 展开更多
关键词 fractal DIMENSION cortex Imaging Biomarkers LOCAL
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Implications of rare neurological disorders and perceptual errors in natural and synthetic consciousness
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作者 Allen D. Allen 《World Journal of Neuroscience》 2013年第4期234-239,共6页
Recent theories on natural and synthetic consciousness overlook the geometric structure necessary for awareness of 3-dimensional space, as strikingly illustrated by left-neglect disorder. Furthermore, awareness of 3-d... Recent theories on natural and synthetic consciousness overlook the geometric structure necessary for awareness of 3-dimensional space, as strikingly illustrated by left-neglect disorder. Furthermore, awareness of 3-dimensional space entails some surprisingly tenacious optical illusions, as demonstrated by an experiment in the text. Awareness of linear time is also crucial and complex. As a consequence, synthetic consciousness cannot be realized by simply intercomnecting a large number of electronic circuits constructed from ordinary chips and transistors. Since consciousness is a subjective experience, there is no sufficient condition for consciousness that can be experimentally confirmed. The most we can hope for is agreement on the necessary conditions for consciousness. Toward that end, this paper reviews some relevant clinical phenomena. 展开更多
关键词 Human Brain CONSCIOUSNESS Artificial CONSCIOUSNESS Clinical NEUROLOGY fractal cortex Perceptual ERRORS NEUROLOGICAL Time EMOTIONAL PRECOGNITION Artificial Sociopath Quantum Mechanical Measurement
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伴有暴力行为的精神分裂症患者皮质厚度和分形维数的分析 被引量:11
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作者 李颖娜 范丰梅 +5 位作者 冯志远 梁文洲 藏金生 吕金库 谭淑平 杨甫德 《中华精神科杂志》 CAS CSCD 北大核心 2020年第4期307-314,共8页
目的应用结构磁共振成像技术、基于表面的形态学分析方法,观察伴有暴力行为的精神分裂症患者皮质的结构改变,探讨其神经病理生理机制。方法纳入符合ICD-10诊断标准的精神分裂症患者38例。利用修订版外显攻击行为量表(Modified Overt Agg... 目的应用结构磁共振成像技术、基于表面的形态学分析方法,观察伴有暴力行为的精神分裂症患者皮质的结构改变,探讨其神经病理生理机制。方法纳入符合ICD-10诊断标准的精神分裂症患者38例。利用修订版外显攻击行为量表(Modified Overt Aggression Scale,MOAS)评分将患者分为暴力组和无暴力组。使用CAT12软件计算2组皮质厚度与分形维数,组间比较采用双样本t检验;全脑的皮质厚度、分形维数分别与PANSS评分进行相关分析。结果暴力组(n=20)较无暴力组(n=18)左侧舌回(t=4.11,P=0.00011)、岛回(t=3.48,P=0.00066)、中央前回(t=3.52,P=0.00060),右侧的中央前回(t=3.94,P=0.00018)、缘上回(t=3.72,P=0.00034)、中央后回(t=3.72,P=0.00034)及顶叶下回(t=3.64,P=0.00043)的皮质厚度减低(顶点水平P<0.001,未校正);暴力组皮质分形维数在左侧中央后回(t=3.86,P=0.00023)增加,右侧楔前叶(t=3.62,P=0.00044)减低(顶点水平P<0.001,未校正)。相关分析显示,精神分裂症患者左侧中央后回皮质分形维数与PANSS一般病理评分(r=0.56,P=0.00017)、总评分(r=0.53,P=0.00040)均呈正相关;左侧梭状回皮质分形维数与PANSS总评分呈正相关(r=0.50,P=0.00047);右侧顶叶上回(r=0.62,P=0.00003)、顶叶下回(r=0.62,P=0.00003)、中央后回(r=0.57,P=0.00012)、颞下回(r=0.56,P=0.00017)皮质分形维数与PANSS阴性评分均呈正相关。结论伴有暴力行为与无暴力行为的精神分裂症患者多个脑区的皮质厚度与分形维数存在差异,提示伴有暴力行为的患者存在神经元密度与分布的异常,这有助于观察精神分裂症患者疾病的进展过程。 展开更多
关键词 精神分裂症 暴力 磁共振成像 皮质厚度与分形维数
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