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Development and Validation of a Novel Dementia Risk Prediction Tool in Individuals With Depression: A Large and Longitudinal Machine Learning Cohort Study

https://doi.org/10.2139/ssrn.4677016
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Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1001/jama.2019.4782openalex-extracted
Diagnosis and Management of Dementia: Review
inferredcites →https://doi.org/10.1001/jamanetworkopen.2021.36553openalex-extracted
Performance of Machine Learning Algorithms for Predicting Progression to Dementia in Memory Clinic Patients
inferredcites →https://doi.org/10.1001/jamanetworkopen.2022.42596openalex-extracted
Development of a Clinical Risk Score Prediction Tool for 5-, 9-, and 13-Year Risk of Dementia
inferredcites →https://doi.org/10.1001/jamanetworkopen.2022.47115openalex-extracted
Association Between Psychological Distress and Incident Dementia in a Population-Based Cohort in Finland
inferredcites →https://doi.org/10.1001/jamaneurol.2018.0049openalex-extracted
Association of Excessive Daytime Sleepiness With Longitudinal β-Amyloid Accumulation in Elderly Persons Without Dementia
inferredcites →https://doi.org/10.1016/j.eclinm.2022.101665openalex-extracted
Development of a novel dementia risk prediction model in the general population: A large, longitudinal, population-based machine-learning study
inferredcites →https://doi.org/10.1016/j.jad.2022.01.083openalex-extracted
Depression in adulthood and risk of dementia later in life: A Danish register-based cohort study of 595,828 men
inferredcites →https://doi.org/10.1016/j.jad.2023.01.111openalex-extracted
Associations of healthy lifestyle with depression and post-depression dementia: A prospective cohort study
inferredcites →https://doi.org/10.1016/j.jalz.2013.11.006openalex-extracted
Development and validation of a brief dementia screening indicator for primary care
inferredcites →https://doi.org/10.1016/j.jalz.2017.04.013openalex-extracted
Practical risk score for 5‐, 10‐, and 20‐year prediction of dementia in elderly persons: Framingham Heart Study
inferredcites →https://doi.org/10.1016/j.lfs.2020.118627openalex-extracted
Role of gut-brain axis, gut microbial composition, and probiotic intervention in Alzheimer's disease
inferredcites →https://doi.org/10.1016/j.sleep.2016.08.023openalex-extracted
Excessive daytime sleepiness and fatigue may indicate accelerated brain aging in cognitively normal late middle-aged and older adults
inferredcites →https://doi.org/10.1016/s0140-6736(17)31363-6openalex-extracted
Dementia prevention, intervention, and care
inferredcites →https://doi.org/10.1016/s0140-6736(17)31756-7openalex-extracted
Prevention and management of dementia: a priority for public health
inferredcites →https://doi.org/10.1016/s1474-4422(06)70537-3openalex-extracted
Risk score for the prediction of dementia risk in 20 years among middle aged people: a longitudinal, population-based study
inferredcites →https://doi.org/10.1016/s1474-4422(14)70085-7openalex-extracted
Adipokines: a link between obesity and dementia?
inferredcites →https://doi.org/10.1016/s2215-0366(16)00097-3openalex-extracted
10-year trajectories of depressive symptoms and risk of dementia: a population-based study
inferredcites →https://doi.org/10.1038/s41582-022-00659-0openalex-extracted
Rapidly progressive dementias — aetiologies, diagnosis and management
inferredcites →https://doi.org/10.1093/gerona/glz135openalex-extracted
Antiaging Therapies, Cognitive Impairment, and Dementia
inferredcites →https://doi.org/10.1176/appi.ajp.2018.18050566openalex-extracted
Development and Validation of a Dementia Risk Prediction Model in the General Population: An Analysis of Three Longitudinal Studies
inferredcites →https://doi.org/10.1177/0020764011433635openalex-extracted
Financial satisfaction and its relationship to depressive symptoms in middle-aged and older adults: Results from the FIN-D2D survey
inferredcites →https://doi.org/10.1192/bjp.2021.217openalex-extracted
Association between a history of clinical depression and dementia, and the role of sociodemographic factors: population-based cohort study
inferredcites →https://doi.org/10.1214/ss/1009213726openalex-extracted
Statistical Modeling: The Two Cultures (with comments and a rejoinder by the author)
inferredcites →https://doi.org/10.2307/2531595openalex-extracted
Comparing the Areas under Two or More Correlated Receiver Operating Characteristic Curves: A Nonparametric Approach
inferredcites →https://doi.org/10.4230/oasics.dx.2024.27openalex-extracted
On a Method to Measure Supervised Multiclass Model’s Interpretability: Application to Degradation Diagnosis (Short Paper)
inferredcites →https://doi.org/10.48550/arxiv.1705.07874openalex-extracted
A Unified Approach to Interpreting Model Predictions
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