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Artificial Intelligence for Dementia Research Methods Optimization
Introduction: Machine learning (ML) has been extremely successful in identifying key features from high-dimensional datasets and executing complicated tasks with human expert levels of accuracy or greater.
Towards Monitoring Parkinson's Disease Following Drug Treatment: CGP Classification of rs-MRI Data
DCM analysis is novel for classification and advantageous as it provides information on the causal links between different brain regions.
Classification of Resting-State fMRI using Evolutionary Algorithms: Towards a Brain Imaging Biomarker for Parkinson's Disease
Hence, these findings underscore the relevance of both DCM analyses for classification and CGP as a novel classification tool for brain imaging data with medical implications for disease diagnosis, particularly in early and asymptomatic stages.
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