Comparison of feature representations in MRI-based MCI-to-AD conversion prediction.
Sign Up to like & getrecommendations! Published in 2018 at "Magnetic resonance imaging"
DOI: 10.1016/j.mri.2018.03.003
Abstract: Alzheimer's disease (AD) is a progressive neurological disorder in which the death of brain cells causes memory loss and cognitive decline. The identification of at-risk subjects yet showing no dementia symptoms but who will later… read more here.
Keywords: feature representations; conversion prediction; performance; conversion ... See more keywords
Random forest model for feature-based Alzheimer’s disease conversion prediction from early mild cognitive impairment subjects
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DOI: 10.1371/journal.pone.0244773
Abstract: Alzheimer’s Disease (AD) conversion prediction from the mild cognitive impairment (MCI) stage has been a difficult challenge. This study focuses on providing an individualized MCI to AD conversion prediction using a balanced random forest model… read more here.
Keywords: conversion prediction; alzheimer disease; conversion; model ... See more keywords
MCI Conversion Prediction Using 3D Zernike Moments and the Improved Dynamic Particle Swarm Optimization Algorithm
Sign Up to like & getrecommendations! Published in 2023 at "Applied Sciences"
DOI: 10.3390/app13074489
Abstract: Mild cognitive impairment (MCI) conversion prediction is a vital challenge in the area of Alzheimer’s disease (AD) as it could determine possible treatment pathways for AD patients. In this work, we presented a robust MCI… read more here.
Keywords: mci conversion; conversion prediction; conversion; prediction ... See more keywords