Identify Complex Higher-Order Associations Between Alzheimer’s Disease Genes and Imaging Markers Through Improved Adaptive Sparse Multi-view Canonical Correlation Analysis

Author:

Wang Yi-Ming,Kong Xiang-Zhen,Guan Bo-Xin,Zheng Chun-Hou,Gao Ying-Lian

Publisher

Springer Nature Singapore

Reference20 articles.

1. Du, L., et al.: Associating multi-modal brain imaging phenotypes and genetic risk factors via a dirty multi-task learning method. IEEE Trans. Med. Imaging 39(11), 3416–3428 (2020)

2. Shen, L., et al.: Brain imaging genomics: integrated analysis and machine learning. Proc. IEEE 108(1), 125–162 (2019)

3. Witten, D.M., et al.: A penalized matrix decomposition, with applications to sparse principal components and canonical correlation analysis. Biostatistics 10(3), 515–534 (2009)

4. Hu, W., et al.: Adaptive sparse multiple canonical correlation analysis with application to imaging (Epi) genomics study of Schizophrenia. IEEE Trans. Biomed. Eng. 65(2), 390–399 (2018)

5. Kendall, A., et al.: Multi-task learning using uncertainty to weigh losses for scene geometry and semantics. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 7482–7491 (2018)

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