首页> 外国专利> Brain activity analyzing device, brain activity analyzing method, discriminator generating device, discriminator generating method, biomarker device and program, health management device and program, and discriminator program

Brain activity analyzing device, brain activity analyzing method, discriminator generating device, discriminator generating method, biomarker device and program, health management device and program, and discriminator program

机译:脑活动分析设备,脑活动分析方法,鉴别器生成设备,鉴别器生成方法,生物标记设备和程序,健康管理设备和程序以及鉴别器程序

摘要

Provided is a method of analyzing brain activities for realizing a biomarker for neurological/mental disorder, based on brain function imaging. From measured data of resting-state functional connectivity MRI of a healthy group and a patient group, correlation matrix (80) of degree of brain activities among prescribed brain regions is derived for each subject. Feature extraction is executed by regularized canonical correlation analysis (82) on the correlation matrix (80) and attributes of the subject including a disease/healthy label of the subject. Based on the result of regularized canonical correlation analysis, by discriminant analysis (86) through sparse logistic regression, a discriminator (88) is generated.
机译:提供了一种基于脑功能成像的脑活动分析方法,以实现神经/精神疾病的生物标记。从健康组和患者组的静止状态功能连接性MRI的测量数据中,得出每个受试者指定大脑区域之间的大脑活动程度的相关矩阵(80)。通过对相关矩阵(80)和对象的属性(包括对象的疾病/健康标签)进行规范化规范相关分析(82)来执行特征提取。基于正则规范相关分析的结果,通过稀疏逻辑回归的判别分析(86),生成判别器(88)。

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