Prediction of progression from mild cognitive impairment to Alzheimer's disease with longitudinal and multimodal data

Prediction of progression from mild cognitive impairment to Alzheimer's disease with longitudinal and multimodal data

IntroductionAccurate prediction of the progression from mild cognitive impairment (MCI) to Alzheimer's disease (AD) within a certain time frame is crucial for appropriate therapeutic interventions. However, it is challenging to capture the dynamic changes in cognitive and functional abilities o...

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Bibliographic Details
Main Authors: Huitong Ding, Biqi Wang, Alexander P. Hamel, Mark Melkonyan, Ting F. A. Ang, Rhoda Au, Honghuang Lin
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-11-01
Series:Frontiers in Dementia
Subjects:
MCI-to-AD progression
longitudinal data
multimodal data
machine learning
prediction
Online Access:https://www.frontiersin.org/articles/10.3389/frdem.2023.1271680/full

Internet

https://www.frontiersin.org/articles/10.3389/frdem.2023.1271680/full

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