Effective feature learning and fusion of multimodality data using stage‐wise deep neural network for dementia diagnosis

Author:

Zhou Tao1ORCID,Thung Kim‐Han1,Zhu Xiaofeng1,Shen Dinggang12

Affiliation:

1. Department of Radiology and the Biomedical Research Imaging CenterUniversity of North Carolina Chapel Hill North Carolina

2. Department of Brain and Cognitive EngineeringKorea University Seoul Republic of Korea

Funder

Foundation for the National Institutes of Health

Publisher

Wiley

Subject

Neurology (clinical),Neurology,Radiology, Nuclear Medicine and imaging,Radiological and Ultrasound Technology,Anatomy

Reference79 articles.

1. Human activity recognition using multi-features and multiple kernel learning

2. A Hierarchical Feature and Sample Selection Framework and Its Application for Alzheimer’s Disease Diagnosis

3. 2016 Alzheimer's disease facts and figures

4. Stage‐wise training: An improved feature learning strategy for deep models. Feature extraction: Modern questions and challenges;Barshan E.;Proceedings of Machine Learning Research,2015

5. Genetic Variation and Neuroimaging Measures in Alzheimer Disease

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