Classification results for HC vs AD.

NIAID Data Ecosystem2026-03-07 收录

阿尔茨海默病诊断

医学分类评估

数据链接：

https://figshare.com/articles/dataset/_Classification_results_for_HC_vs_AD_/395120 数据链接链接失效反馈

官方服务：

资源简介：

†means statistically significant different from the combined results with p0.0001. CCR = Correct classification rate, SEN = Sensitivity, SPE = Specificity.

创建时间：

2011-10-13

ADMC dataset

阿尔茨海默病诊断

医学影像分析

该数据集是一个专为阿尔茨海默病分类构建的私有数据集，包含了来自100名受试者的脑电图(EEG)、磁共振成像(MRI)以及量表数据。数据集中还包含了人口统计学细节：平均年龄为72.4岁，年龄范围从56岁至93岁，其中女性56名，已婚人士22名。该数据集被划分为80个样本用于训练，以及20个样本用于评估。规模上，共有100名受试者参与，任务是对阿尔茨海默病、轻度认知障碍和正常认知进行分类。

arXiv1070

Summary of classification reports of CN versus AD subjects based on structural MRI data from different groups.

阿尔茨海默病诊断

MRI分类

MLM = Machine Learning Method; SS = Sample size; NM = Normalization Method; CV = Cross-validation,*-Images were downsampled.

Figshare2015-12-02 更新50

Amyloid and cerebrovascular burden divergently influence brain functional network changes over time

影像生物标志物

阿尔茨海默病诊断

Objective: To examine the effects of baseline Alzheimer’s disease and cerebrovascular disease markers on longitudinal default mode network (DMN) and executive control network (ECN) functional connecti

NIAID Data Ecosystem40

Table8_Development and validation of immune-based biomarkers and deep learning models for Alzheimer’s disease.XLSX

阿尔茨海默病诊断

免疫生物标志物

Background: Alzheimer’s disease (AD) is the most common form of dementia in old age and poses a severe threat to the health and life of the elderly. However, traditional diagnostic methods and the ATN

NIAID Data Ecosystem100

Data_Sheet_1_Neuronal ER-Signalosome Proteins as Early Biomarkers in Prodromal Alzheimer's Disease Independent of Amyloid-β Production and Tau Phosphorylation.PDF

阿尔茨海默病诊断

脑脊液生物标志物

There exists considerable interest to unveil preclinical period and prodromal stages of Alzheimer's disease (AD). The mild cognitive impairment (MCI) is characterized by significant memory and/or othe

NIAID Data Ecosystem50

Classification results for HC vs AD.

资源简介：

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