This paper is in the following e-collection/theme issue:

Clinical Information and Decision Making (1724) Dementia and Cognitive Decline (614) Machine Learning (1832) Artificial Intelligence (1840) New Methods (1057) Research Instruments, Questionnaires, and Tools (682) Diagnostic Tools in Mental Health (288) Neurotech Innovations, Diagnostic Tools and Techniques (46)

Published on in Vol 25 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/49147, first published .
A Stable and Scalable Digital Composite Neurocognitive Test for Early Dementia Screening Based on Machine Learning: Model Development and Validation Study

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

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

Authors of this article:

Dongmei Gu1, 2 Author Orcid Image ;   Xiaozhen Lv1, 2 Author Orcid Image ;   Chuan Shi1, 2 Author Orcid Image ;   Tianhong Zhang3 Author Orcid Image ;   Sha Liu4 Author Orcid Image ;   Zili Fan1, 2, 5 Author Orcid Image ;   Lihui Tu1, 2, 5 Author Orcid Image ;   Ming Zhang1, 2, 6 Author Orcid Image ;   Nan Zhang7 Author Orcid Image ;   Liming Chen8 Author Orcid Image ;   Zhijiang Wang1, 2 Author Orcid Image ;   Jing Wang1, 2 Author Orcid Image ;   Ying Zhang1, 2, 5 Author Orcid Image ;   Huizi Li1, 2 Author Orcid Image ;   Luchun Wang1, 2 Author Orcid Image ;   Jiahui Zhu1, 2 Author Orcid Image ;   Yaonan Zheng1, 2 Author Orcid Image ;   Huali Wang1, 2 Author Orcid Image ;   Xin Yu1, 2 Author Orcid Image ;   Alzheimer's Disease Neuroimaging Initiative (ADNI)9
Article Authors Cited by (3) Tweetations (3) Metrics

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  2. Yang P, Xiao X, Li Y, Cao X, Li M, Liu X, Gong L, Liu F, Dai X. Development and validation of a convenient dementia risk prediction tool for diabetic population: A large and longitudinal machine learning cohort study. Journal of Affective Disorders 2025;380:298 View
  3. Qi W, Zhu X, Wang B, Shi Y, Dong C, Shen S, Li J, Zhang K, He Y, Zhao M, Yao S, Dong Y, Shen H, Kang J, Lu X, Jiang G, Boots L, Fu H, Pan L, Chen H, Yan Z, Xing G, Cao S. Alzheimer’s disease digital biomarkers multidimensional landscape and AI model scoping review. npj Digital Medicine 2025;8(1) View