A Stable and Scalable Digital Composite Neurocognitive Test for Early Dementia Screening Based on Machine Learning: Model Development and Validation Study

• Main Authors: Dongmei Gu (Author), Xiaozhen Lv (Author), Chuan Shi (Author), Tianhong Zhang (Author), Sha Liu (Author), Zili Fan (Author), Lihui Tu (Author), Ming Zhang (Author), Nan Zhang (Author), Liming Chen (Author), Zhijiang Wang (Author), Jing Wang (Author), Ying Zhang (Author), Huizi Li (Author), Luchun Wang (Author), Jiahui Zhu (Author), Yaonan Zheng (Author), Huali Wang (Author), Xin Yu (Author)
• Format: Book
• Published: JMIR Publications, 2023-12-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundDementia has become a major public health concern due to its heavy disease burden. Mild cognitive impairment (MCI) is a transitional stage between healthy aging and dementia. Early identification of MCI is an essential step in dementia prevention. ObjectiveBased on machine learning (ML) me...