Dementia risk predictions from German claims data using methods of machine learning

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Using Medicare claims in identifying Alzheimer's disease and related dementias

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Antibiotics, gut microbiota, and Alzheimer’s disease

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Tip of the Iceberg: Assessing the Global Socioeconomic Costs of Alzheimer’s Disease and Related Dementias and Strategic Implications for Stakeholders

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Identifying incident dementia by applying machine learning to a very large administrative claims dataset

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Doxycycline for Alzheimer’s Disease: Fighting β-Amyloid Oligomers and Neuroinflammation

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Use of mild cognitive impairment and prodromal AD/MCI due to AD in clinical care: a European survey

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Glucocorticoid Therapy is Associated with a Lower Risk of Dementia

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Predicting dementia with routine care EMR data

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Calibration: the Achilles heel of predictive analytics

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Digitalizing Health Services by Implementing a Personal Electronic Health Record in Germany: Qualitative Analysis of Fundamental Prerequisites From the Perspective of Selected Experts

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Association of joint replacement surgery with incident dementia diagnosis in German claims data

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Models for predicting risk of dementia: a systematic review

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Prevalence of Morbidity at Extreme Old Age in Germany: An Observational Study Using Health Claims Data

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Predicting dementia from primary care records: A systematic review and meta-analysis

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Lipid Lowering Agents, Cognitive Decline, and Dementia: The Three-City Study

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Predicting Diagnosis of Alzheimer’s Disease and Related Dementias Using Administrative Claims

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Risk of Dementia in Adults With ADHD: A Nationwide, Population-Based Cohort Study in Taiwan

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ranger: A Fast Implementation of Random Forests for High Dimensional Data in C++ and R

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Head Injury as a Risk Factor for Dementia and Alzheimer’s Disease: A Systematic Review and Meta-Analysis of 32 Observational Studies

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Can machine-learning improve cardiovascular risk prediction using routine clinical data?

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Parkinson's disease in Germany: prevalence and incidence based on health claims data

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The association of antidepressant drug usage with cognitive impairment or dementia, including Alzheimer disease: A systematic review and meta-analysis

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Short-term trends in dementia prevalence in Germany between the years 2007 and 2009

(2015) Gabriele Doblhammer et al.   Alzheimers & Dementia

Building Predictive Models inRUsing thecaretPackage

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Current Developments in Dementia Risk Prediction Modelling: An Updated Systematic Review

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Late-life depression and risk of vascular dementia and Alzheimer's disease: systematic review and meta-analysis of community-based cohort studies

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Can we use the pharmacy data to estimate the prevalence of chronic conditions? a comparison of multiple data sources

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Epidemiology of Alzheimer disease

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The Epidemiology of Dementia Associated with Parkinson's Disease

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