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Machine learning prediction algorithms for 2- , 5- and 10-year risk of Alzheimer’s, Parkinson’s and dementia at age 65: a study using medical records from France and the UK General Practitioners

2025-01-25

Abstract excerpt

<h4>Structured abstract</h4> <h4>Background</h4> Leveraging machine learning on electronic health records offers a promising method for early identification of individuals at risk for dementia and neurodegenerative diseases. Current risk algorithms heavily rely on age, highlighting the need for alternative models with strong predictive power, especially at age 65, a crucial time for early screening and preventio...

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Literature Corpus work
1f2f14fd-74fe-5a3f-b841-32828c4082d6
DOI
10.1101/2025.01.22.25320969
Open publication

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Machine learning prediction algorithms for 2- , 5- and 10-year risk of Alzheimer’s, Parkinson’s and dementia at age 65: a study using medical records from France and the UK General PractitionersDOI 10.1101/2025.01.22.25320969
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