Computer aided progression detection model based on optimized deep LSTM ensemble model and the fusion of multivariate time series data

Abstract Alzheimer’s disease (AD) is the most common form of dementia. Early and accurate detection of AD is crucial to plan for disease modifying therapies that could prevent or delay the conversion to sever stages of the disease. As a chronic disease, patient’s multivariate time series data includ...

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Bibliographic Details
Main Authors: Hager Saleh, Eslam Amer, Tamer Abuhmed, Amjad Ali, Ala Al-Fuqaha, Shaker El-Sappagh
Format: Article
Language:English
Published: Nature Portfolio 2023-09-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-42796-6