Deep Fusion of Brain Structure-Function in Mild Cognitive Impairment

Author:

Zhang Lu,Wang Li,Gao Jean,Risacher Shannon L.,Yan Jingwen,Li Gang,Liu Tianming,Zhu DajiangORCID

Funder

Alzheimer's Disease Neuroimaging Initiative

Publisher

Elsevier BV

Subject

Computer Graphics and Computer-Aided Design,Health Informatics,Computer Vision and Pattern Recognition,Radiology, Nuclear Medicine and imaging,Radiological and Ultrasound Technology

Reference105 articles.

1. Classification of alzheimer disease on imaging modalities with deep cnns using cross-modal transfer learning;Aderghal,2018

2. ADNI: Alzheimer’s disease neuroimaging initiative. http://adni.loni. usc.edu/.

3. Apoe4 effects on automated diagnostic classifiers for mild cognitive impairment and alzheimer’s disease;Apostolova;NeuroImage: Clinical,2014

4. Complex brain networks: graph theoretical analysis of structural and functional systems;Bullmore;Nature reviews neuroscience,2009

5. Overfitting in neural nets: Backpropagation, conjugate gradient, and early stopping;Caruana,2001

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