A combination model of AD biomarkers revealed by machine learning precisely predicts Alzheimer's dementia: China Aging and Neurodegenerative Initiative (CANDI) study.

Feng GaoXinyi LvLinbin DaiQiong WangPeng WangZhaozhao ChengQiang XieMing NiYan WuXianliang ChaiWenjing WangHuaiyu LiFeng YuYuqin CaoFang TangBo PanGuoping WangKexue DengShicun WangQiqiang TangJiong ShiYong Shen

Published in: Alzheimer's & dementia : the journal of the Alzheimer's Association (2022)

These results revealed a universal applicability of the "A/T/N" framework in a Chinese population and established an optimal diagnostic model consisting of cost-effective and non-invasive approaches for diagnosing AD.

Keyphrases

machine learning
mild cognitive impairment
quality improvement
cognitive decline
single cell
big data
deep learning