JDINAC: joint density-based non-parametric differential interaction network analysis and classification using high-dimensional sparse omics data

Author:

Ji Jiadong1,He Di2,Feng Yang3,He Yong1,Xue Fuzhong4,Xie Lei25

Affiliation:

1. Department of Mathematical Statistics, School of Statistics, Shandong University of Finance and Economics, Jinan, China

2. Ph.D. Program in Computer Science, The Graduate Center, The City University of New York, New York, NY, USA

3. Department of Statistics, Columbia University, New York, NY, USA

4. Department of Biostatistics, School of Public Health, Shandong University, Jinan, China

5. Department of Computer Science, Hunter College, The City University of New York, NY, USA

Funder

National Institute on Minority Health and Health Disparities of the National Institutes of Health

National Science Foundation

Publisher

Oxford University Press (OUP)

Subject

Computational Mathematics,Computational Theory and Mathematics,Computer Science Applications,Molecular Biology,Biochemistry,Statistics and Probability

Reference48 articles.

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2. Rewiring of genetic networks in response to DNA damage;Bandyopadhyay;Science,2010

3. Network medicine: a network-based approach to human disease;Barabasi;Nat. Rev. Genet,2011

4. Expression of hemidesmosomes and component proteins is lost by invasive breast cancer cells;Bergstraesser;Am. J. Pathol,1995

5. Random forests;Breiman;Mach Learn,2001

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