Ontology highlight
ABSTRACT:
SUBMITTER: Pan D
PROVIDER: S-EPMC9951348 | biostudies-literature | 2023 Feb
REPOSITORIES: biostudies-literature
Pan Dan D Zeng An A Yang Baoyao B Lai Gangyong G Hu Bing B Song Xiaowei X Jiang Tianzi T
Advanced science (Weinheim, Baden-Wurttemberg, Germany) 20221227 6
Deep learning (DL) on brain magnetic resonance imaging (MRI) data has shown excellent performance in differentiating individuals with Alzheimer's disease (AD). However, the value of DL in detecting progressive structural MRI (sMRI) abnormalities linked to AD pathology has yet to be established. In this study, an interpretable DL algorithm named the Ensemble of 3-dimensional convolutional neural network (Ensemble 3DCNN) with enhanced parsing techniques is proposed to investigate the longitudinal ...[more]