Navigating Neuroimaging Datasets ADNI for Alzheimer's Disease

被引：2
|
作者：
Chu, N. Nan [1 ]
Gebre-Amlak, Haymanot [2 ]
机构：
[1] CWLab Int, Thousand Oaks, CA 91320 USA
[2] Univ Missouri Kansas City, Kansas City, MO USA
来源：
IEEE CONSUMER ELECTRONICS MAGAZINE | 2021年 / 10卷 / 05期
关键词：
Brain mapping - Neurodegenerative diseases;
D O I：
10.1109/MCE.2021.3056872
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
Many researchers have used the Alzheimer's Disease Neuroimaging Initiative (ADNI) to project Alzheimer's disease patients' brain images. However, the learning curve required to use the ADNI is not trivial; supplements are required to work with the complexity of the subject matter and convoluted user interface in times of insufficient software extensions or technical support. Meanwhile, papers published about the ADNI have involved popular artificial intelligence models while showing uneven performance, many supplying incomparable accuracy figures. A tutorial is thus offered, beyond what can be found in the ADNI website, for furthering research about Alzheimer's disease. It also recommends areas of enhancements to make ADNI datasets more user-friendly.
引用
收藏
页码：61 / 63
页数：3
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