Vicky Chen

Publication Activity (10 Years)

Years Active: 2015-2019
Publications (10 Years): 5

Top Topics

Semantic Representations

Deep Belief Networks

Unsupervised Learning

Top Venues

PLoS Comput. Biol.

Publications

Chunhui Cai, Gregory F. Cooper, Kevin N. Lu, Xiaojun Ma, Shuping Xu, Zhenlong Zhao, Xueer Chen, Yifan Xue, Adrian V. Lee, Nathan Clark, Vicky Chen, Songjian Lu, Lujia Chen, Liyue Yu, Harry Hochheiser, Xia Jiang, Q. Jane Wang, Xinghua Lu
Systematic discovery of the functional impact of somatic genome alterations in individual tumors through tumor-specific causal inference. PLoS Comput. Biol. 15 (7) (2019)
Lifan Liang, Vicky Chen, Kunju Zhu, Xiaonan Fan, Xinghua Lu, Songjian Lu
Integrating data and knowledge to identify functional modules of genes: a multilayer approach. BMC Bioinform. 20 (1) (2019)
Vicky Chen, John W. Paisley, Xinghua Lu
Revealing common disease mechanisms shared by tumors of different tissues of origin through semantic representation of genomic alterations and topic modeling. BMC Genom. 18 (S2) (2017)
Lujia Chen, Chunhui Cai, Vicky Chen, Xinghua Lu
Learning a hierarchical representation of the yeast transcriptomic machinery using an autoencoder model. BMC Bioinform. 17 (S-1) (2016)
Lujia Chen, Chunhui Cai, Vicky Chen, Xinghua Lu
Trans-species learning of cellular signaling systems with bimodal deep belief networks. Bioinform. 31 (18) (2015)