Texture descriptors and voxels for the early diagnosis of Alzheimer’s disease

作者：

Highlights：

• We present a new method for improving detection of early Alzheimer's Disease (AD).

• Combining texture descriptors extracted from MRIs with voxels improves detection of early AD.

• Our proposed system fused with state-of-the-art improves performance of the state of the art.

摘要

•We present a new method for improving detection of early Alzheimer's Disease (AD).•Combining texture descriptors extracted from MRIs with voxels improves detection of early AD.•Our proposed system fused with state-of-the-art improves performance of the state of the art.

论文关键词：Alzheimer’s disease,Ensemble of classifiers,Pattern recognition,Feature selection

论文评审过程：Received 11 April 2018, Revised 10 May 2019, Accepted 16 May 2019, Available online 18 May 2019, Version of Record 23 May 2019.

论文官网地址：https://doi.org/10.1016/j.artmed.2019.05.003