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Lei Du

Northwestern Polytechnic University (NPU) - School of Automation

SCHOLARLY PAPERS

2

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Scholarly Papers (2)

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1.

A Multi-Task SCCA Method for Brain Imaging Genetics and Its Application in Neurodegenerative Diseases

Number of pages: 29 Posted: 10 Jun 2022
Xin Zhang, Yipeng Hao, Jin Zhang, Yanuo Ji, Shihong Zou, Shijie Zhao, Songyun Xie and Lei Du
Northwestern Polytechnic University (NPU), Northwestern Polytechnic University (NPU), Northwestern Polytechnic University (NPU), Northwestern Polytechnic University (NPU), Northwestern Polytechnic University (NPU), Northwestern Polytechnic University (NPU), Northwestern Polytechnic University (NPU) and Northwestern Polytechnic University (NPU) - School of Automation
Downloads 88 (759,537)

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Brain imaging genetics, Multi-task sparse canonical correlation analysis (MTSCCA), Parameter decomposition, Feature selection

2.

A Fast and Efficient Multivariate Learning Approach with Biomarker Identification for Large-scale Brain Imaging Genomics

Number of pages: 33 Posted: 25 Sep 2025
Minjianan Zhang, Jin Zhang, Muheng Shang, Duo Xi, Lei Guo and Lei Du
affiliation not provided to SSRN, Northwestern Polytechnic University (NPU), affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Northwestern Polytechnic University (NPU) - School of Automation
Downloads 26 (1,424,331)

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Brain imaging genomics, imaging genetics, multivariate method, Feature selection