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Journal Articles
- 2019
[j4]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)- 2017
- [j3]Jonathan D. Young, Chunhui Cai, Xinghua Lu:
Unsupervised deep learning reveals prognostically relevant subtypes of glioblastoma. BMC Bioinform. 18(S-11): 5-17 (2017) - 2016
- [j2]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): 9 (2016) - 2015
- [j1]Lujia Chen, Chunhui Cai, Vicky Chen, Xinghua Lu:
Trans-species learning of cellular signaling systems with bimodal deep belief networks. Bioinform. 31(18): 3008-3015 (2015)
Conference and Workshop Papers
- 2020
- [c1]Yifeng Tao, Chunhui Cai, William W. Cohen, Xinghua Lu:
From Genome to Phenome: Predicting Multiple Cancer Phenotypes Based on Somatic GenomicAlterations via the Genomic Impact Transformer. PSB 2020: 79-90
Coauthor Index
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