Research on nonstroke dementia screening and cognitive function prediction model for older people based on brain atrophy characteristics.

Wei Zhang,Xiaoran Zheng,Renren Li,Meng Liu,Weixin Xiao,Lihe Huang,Feiyang Xu,Ningxin Dong,Yunxia Li

Brain and behavior（2022）

引用 0|浏览13

暂无评分

摘要

For nonstroke elderly people, the machine learning model based on clinical head MRI brain atrophy features had good predictive value for dementia, general cognitive impairment, immediate memory impairment, word fluency disorder, executive dysfunction, and visualspatial disorder.

查看译文

关键词

brain atrophy,dementia prediction,eXtreme Gradient Boosting,machine learning

AI 理解论文

溯源树

样例

生成溯源树，研究论文发展脉络

Chat Paper

正在生成论文摘要