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

Author:

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

Funder

Guangdong Provincial Department of Science and Technology

Shenzhen Science and Technology Innovation Committee

Publisher

Elsevier BV

Subject

Radiology Nuclear Medicine and imaging,Biomedical Engineering,Biophysics

Reference39 articles.

1. World Alzheimer report 2018. The state of the art of dementia research: New frontiers;Patterson,2018

2. Comparison of nine tractography algorithms for detecting abnormal structural brain networks in Alzheimer’s disease;Zhan;Front Aging Neurosci,2015

3. Multi-view classification for identification of Alzheimer’s disease. International workshop on machine learning in medical imaging;Zhu,2015

4. Spatially augmented LPboosting for AD classification with evaluations on the ADNI dataset;Hinrichs;Neuroimage,2009

5. Alzheimer’s Disease diagnostics by adaptation of 3D convolutional network;Hosseini-Asl,2016

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