Discovering epistasis interactions in Alzheimer’s disease using integrated framework of ensemble learning and multifactor dimensionality reduction (MDR)

Alzheimer's disease (AD) is a complex disorder with strong genetic factors. The proposed framework is applied to Alzheimer's Disease Neuroimaging Initiative (ADNI) dataset. We present a novel framework integrating ensemble learning and MDR constructive induction algorithm to discover epist...

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Bibliographic Details
Main Authors: Marwa M. Abd El Hamid, Mohamed Shaheen, Yasser M.K. Omar, Mai S. Mabrouk
Format: Article
Language:English
Published: Elsevier 2023-07-01
Series:Ain Shams Engineering Journal
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2090447922002970

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