Predicting the Conversion from Mild Cognitive Impairment to Alzheimer’s Disease Using an Explainable AI Approach

Predicting the Conversion from Mild Cognitive Impairment to Alzheimer’s Disease Using an Explainable AI Approach

Mild Cognitive Impairment (MCI) is a cognitive state frequently observed in older adults, characterized by significant alterations in memory, thinking, and reasoning abilities that extend beyond typical cognitive decline. It is worth noting that around 10–15% of individuals with MCI are projected to...

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Bibliographic Details
Main Authors: Gerasimos Grammenos, Aristidis G. Vrahatis, Panagiotis Vlamos, Dean Palejev, Themis Exarchos, for the Alzheimer’s Disease Neuroimaging Initiative
Format: Article
Language:English
Published: MDPI AG 2024-04-01
Series:Information
Subjects:
Alzheimer’s disease
mild cognitive impairment
machine learning
gradient boosting
Online Access:https://www.mdpi.com/2078-2489/15/5/249

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https://www.mdpi.com/2078-2489/15/5/249

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