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不规则脑区神经元的自适应网格分析方法

刘胜杰 杨昊 周航 文武

软件导刊2024,Vol.23Issue(12):226-233,8.
软件导刊2024,Vol.23Issue(12):226-233,8.DOI:10.11907/rjdk.241007

不规则脑区神经元的自适应网格分析方法

Adaptive Grid Analysis Method for Neurons in Irregular Brain Areas

刘胜杰 1杨昊 1周航 1文武1

作者信息

  • 1. 成都信息工程大学 计算机学院,四川 成都 610225
  • 折叠

摘要

Abstract

With the development of brain microscopy imaging technology,it is now possible to obtain a large amount of fine data on brain neu-rons.How to efficiently and accurately analyze the relationship between irregular brain regions and brain neurons is currently one of the bottle-neck problems.The existing analysis methods mainly divide cortical brain regions into rectangular grid blocks,and analyze the morphology of neurons through the segmented regions.However,this method cannot maintain the topological structure of irregular brain regions after parti-tioning,resulting in difficulties in analyzing neuronal morphology.An adaptive grid partitioning method is proposed to address this issue.Based on the two-dimensional sequence contour map of brain regions,the grid shape is adaptively adjusted to match the geometric features of irregular brain regions,which can effectively surround the partitioned area.The experimental results show that this method can accurately di-vide irregular brain regions,maintain the topological structure of brain regions,and perform correct statistical analysis on neurons within brain regions,providing data basis for brain region stratification.

关键词

自适应网格/不规则脑区/神经元

Key words

adaptive grids/irregular brain regions/neurons

分类

信息技术与安全科学

引用本文复制引用

刘胜杰,杨昊,周航,文武..不规则脑区神经元的自适应网格分析方法[J].软件导刊,2024,23(12):226-233,8.

基金项目

四川省自然科学基金项目(2022NSFSC0964) (2022NSFSC0964)

四川省科技计划项目(2023JDZH0034) (2023JDZH0034)

软件导刊

1672-7800

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