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Updated: Jun 13, 2025

Probing the Brain in Autism Using fMRI and Diffusion Tensor Imaging
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Probing the Brain in Autism Using fMRI and Diffusion Tensor Imaging

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基于大脑功能和结构数据的双线感知融合算法用于ASD诊断和感兴趣区域识别

Jinxiong Fang1, Da-Fang Zhang2, Kun Xie1

  • 1College of Computer Science and Electronic Engineering, Hunan University, Changsha, 410082, China.

Interdisciplinary sciences, computational life sciences
|September 10, 2024
PubMed
概括

这项研究引入了一种新的深度学习方法,双线感知融合-图形卷积网络 (BPF-GCN),用于诊断自闭症谱系障碍 (ASD). 通过融合多模式大脑数据,BPF-GCN提高了ASD分类的准确性,优于现有的方法.

关键词:
自闭症谱系障碍 自闭症谱系障碍双线感知融合是一种双线感知融合.深度学习是一种深度学习.rs-fMRI 是一个这种sMRI是sMRI.

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相关概念视频

Association Areas of the Cortex01:21

Association Areas of the Cortex

Association areas are regions of the cerebral cortex that do not have a specific sensory or motor function. Instead, they integrate and interpret information from various sources to enable higher cognitive processes such as memory, learning, and decision-making. Some key association areas include the following:
Prefrontal Association Area: This area is located in the frontal lobe and is involved in planning, decision-making, and moderating social behavior. It connects with primary motor areas,...
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