A 3D densely connected convolution neural network with connection-wise attention mechanism for Alzheimer's disease classification

Zhang, Jie; Zheng, Bowen; Gao, Ang; Feng, Xin; Liang, Dong; Long, Xiaojing

doi:10.1016/j.mri.2021.02.001

Public

A 3D densely connected convolution neural network with connection-wise attention mechanism for Alzheimer's disease classification

Published in Magnetic Resonance Imaging • Feb 15, 2021

Authors:

Jie Zhang

Bowen Zheng

Ang Gao

Abstract

PURPOSE: Alzheimer's disease (AD) is a progressive and irreversible neurodegenerative disease. In recent years, machine learning methods have been widely used on analysis of neuroimage for quantitative evaluation and computer-aided diagnosis of AD or prediction on the conversion from mild cognitive ...

Subject

Artificial intelligence

Converters

Pattern recognition (psychology)

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