Early prediction of Alzheimer's disease and related dementias using real-world electronic health records.
Qian LiXi YangJie XuYi GuoXing HeHui HuTianchen LyuDavid MarraAmber MillerGlenn SmithSteven DeKoskyRichard D BoyceKaren SchliepElizabeth ShenkmanDemetrius MaraganoreYonghui WuJiang BianPublished in: Alzheimer's & dementia : the journal of the Alzheimer's Association (2023)
We tested various settings and showed the predictive ability of using ML approaches for early prediction of ADRD with EHRs. The models can help identify high-risk individuals for early informed preventive or prognostic clinical decisions.