Hippocampus Radiomic Biomarkers for the Diagnosis of Amnestic Mild Cognitive Impairment: A Machine Learning Method

Hippocampus Radiomic Biomarkers for the Diagnosis of Amnestic Mild Cognitive Impairment: A Machine Learning Method

Background: Recent evidence suggests the presence of hippocampal neuroanatomical abnormalities in subjects of amnestic mild cognitive impairment (aMCI). Our study aimed to identify the radiomic biomarkers of the hippocampus for building the classification models in aMCI diagnosis.Methods: For this t...

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Bibliographic Details
Main Authors: Qi Feng, Qiaowei Song, Mei Wang, PeiPei Pang, Zhengluan Liao, Hongyang Jiang, Dinggang Shen, Zhongxiang Ding
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-11-01
Series:Frontiers in Aging Neuroscience
Subjects:
Alzheimer’s disease
amnestic mild cognitive impairment
magnetic resonance imaging
hippocampus
radiomics
machine learning
Online Access:https://www.frontiersin.org/article/10.3389/fnagi.2019.00323/full

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