Machine Learning

[1] Multi-view learning for lymph node metastasis prediction using tumor and nodal radiomics in gastric cancer

Jing Yang Peking University Aerospace School of Clinical Medicine Li Wang The University of Texas at Arlington Jiale Qin Zhejiang University Jichen Du Peking University Aerospace School of Clinical Medicine Mingchao Ding Peking University Aerospace School of Clinical Medicine Tianye Niu Shenzhen Bay Laboratory Ren-Cang Li The University of Texas at Arlington

Machine Learning mathscidoc:2309.41005

Physics in Medicine & Biology, 67, 055007, 2022.5
[ Download ] [ 2023-09-25 01:33:39 uploaded by rcli ] [ 583 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[2] A generalized image quality improvement strategy of cone-beam CT using multiple spectral CT labels in Pix2pix GAN

Yangkang Jiang Zhejiang University Yibao Zhang Shenzhen Bay Laboratory Chen Luo Peking University Cancer Hospital & Institute Pengfei Yang Zhejiang University Jing Wang Zhejiang University Xiaokun Liang Chinese Academy of Sciences Wei Zhao Beihang University Ren-Cang Li The University of Texas at Arlington Tianye Niu Shenzhen Bay Laboratory

Machine Learning mathscidoc:2309.41004

Physics in Medicine & Biology, 67, 115003, 2022.8
[ Download ] [ 2023-09-25 01:26:11 uploaded by rcli ] [ 861 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[3] Maximizing Sum of Coupled Traces with Applications

Li Wang The University of Texas at Arlington Lei-Hong Zhang Soochow University Ren-Cang Li The University of Texas at Arlington

Numerical Analysis and Scientific Computing Numerical Linear Algebra Optimization and Control Machine Learning mathscidoc:2309.41003

Numerische Mathematik, 152, 587-629, 2022.9
[ Download ] [ 2023-09-25 01:01:41 uploaded by rcli ] [ 943 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[4] Trace ratio optimization with an application to multi-view learning

Li Wang The University of Texas at Arlington Lei-Hong Zhang Soochow University Ren-Cang Li The University of Texas at Arlington

Numerical Analysis and Scientific Computing Numerical Linear Algebra Optimization and Control Machine Learning mathscidoc:2309.41002

Mathematical Programming, 201, 97-131, 2023.1
[ Download ] [ 2023-09-25 00:56:47 uploaded by rcli ] [ 1141 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[5] Multi-view Orthonormalized Partial Least Squares: Regularizations and Deep Extensions

Li Wang The University of Texas at Arlington Ren-Cang Li The University of Texas at Arlington Wen-Wei Lin National Chiao Tung University

Numerical Analysis and Scientific Computing Numerical Linear Algebra Optimization and Control Machine Learning mathscidoc:2309.41001

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 34, (8), 4371-4385, 2023.8
[ Download ] [ 2023-09-25 00:50:51 uploaded by rcli ] [ 517 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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