Development of a novel dementia risk prediction model in the general population: A large, longitudinal, population-based machine-learning study.

You, Jia; Zhang, Ya-Ru; Wang, Hui-Fu; Yang, Ming; Feng, Jian-Feng; Yu, Jin-Tai; Cheng, Wei

You, Jia; Zhang, Ya-Ru; Wang, Hui-Fu; Yang, Ming; Feng, Jian-Feng; Yu, Jin-Tai; Cheng, Wei.

You J; Department of Neurology, Huashan Hospital, Institute of Science and Technology for Brain-Inspired Intelligence, State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Fudan University, Shanghai, China.
Zhang YR; Department of Neurology, Huashan Hospital, Institute of Science and Technology for Brain-Inspired Intelligence, State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Fudan University, Shanghai, China.
Wang HF; Department of Neurology, Huashan Hospital, Institute of Science and Technology for Brain-Inspired Intelligence, State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Fudan University, Shanghai, China.
Yang M; Department of Neurology, Huashan Hospital, Institute of Science and Technology for Brain-Inspired Intelligence, State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Fudan University, Shanghai, China.
Feng JF; Department of Neurology, Huashan Hospital, Institute of Science and Technology for Brain-Inspired Intelligence, State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Fudan University, Shanghai, China.
Yu JT; Key Laboratory of Computational Neuroscience and Brain-Inspired Intelligence (Fudan University), Ministry of Education, China.
Cheng W; Zhangjiang Fudan International Innovation Center, Shanghai, China.

EClinicalMedicine ; 53: 101665, 2022 Nov.

Article en En | MEDLINE | ID: mdl-36187723

Palabras clave

AD, Alzheimer's disease; ANU-ADRI, Australian National University Alzheimer's disease risk index; AUC, area under the receiver operating characteristic curve; Alzheimer's disease; CAIDE, cardiovascular risk factors, aging, and incidence of dementia risk score; DRS, dementia risk score; Dementia; ML, machine learning; Machine learning; Prediction model; UK biobank; UKB-DRP, UK biobank dementia risk prediction

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Texto completo: 1 Banco de datos: MEDLINE Tipo de estudio: Etiology_studies / Prognostic_studies / Risk_factors_studies Idioma: En Año: 2022 Tipo del documento: Article

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Texto completo: 1 Banco de datos: MEDLINE Tipo de estudio: Etiology_studies / Prognostic_studies / Risk_factors_studies Idioma: En Año: 2022 Tipo del documento: Article