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    Neurodegeneration from the AT(N) framework is different among Mexican Americans compared to non-Hispanic Whites: A Health & Aging Brain among Latino Elders (HABLE) Study 

    O'Bryant, Sid E.; Zhang, Fan; Petersen, Melissa E.; Hall, James R.; Johnson, Leigh A.; Yaffe, Kristine; Braskie, Meredith N.; Rissman, Robert A.; Vig, Rocky; Toga, Arthur W. (Wiley Periodicals, LLC, 2022-02-09)
    Introduction: We sought to examine a magnetic resonance imaging (MRI)-based marker of neurodegeneration from the AT(N) (amyloid/tau/neurodegeneration) framework among a multi-ethnic, community-dwelling cohort. Methods: ...
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    Hyperparameter Tuning with High Performance Computing Machine Learning for Imbalanced Alzheimer's Disease Data 

    Zhang, Fan; Petersen, Melissa E.; Johnson, Leigh A.; Hall, James R.; O'Bryant, Sid E. (MDPI, 2022-11-17)
    Accurate detection is still a challenge in machine learning (ML) for Alzheimer's disease (AD). Class imbalance in imbalanced AD data is another big challenge for machine-learning algorithms working under the assumption ...

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    AuthorHall, James R. (2)Johnson, Leigh A. (2)O'Bryant, Sid E. (2)Petersen, Melissa E. (2)
    Zhang, Fan (2)
    Braskie, Meredith N. (1)Rissman, Robert A. (1)Toga, Arthur W. (1)Vig, Rocky (1)Yaffe, Kristine (1)Subject
    Alzheimer's disease (2)
    mild cognitive impairment (2)
    Alzheimer Disease (1)Amyloid (1)Biomarkers (1)Cognitive Dysfunction (1)diversity (1)high-performance computing (1)Hispanic (1)hyperparameter tuning (1)... View MoreDate Issued
    2022 (2)
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    Yes (2)

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