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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 over t...

Celý popis

Uloženo v:
Hlavní autoři: Huitong Ding, Biqi Wang, Alexander P. Hamel, Mark Melkonyan, Ting F. A. Ang, Rhoda Au, Honghuang Lin
Médium: Artigo
Jazyk:Inglês
Vydáno: Frontiers Media S.A. 2023-11-01
Edice:Frontiers in Dementia
Témata:
MCI-to-AD progression
longitudinal data
multimodal data
machine learning
prediction
On-line přístup:https://www.frontiersin.org/articles/10.3389/frdem.2023.1271680/full
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