Chunhui Cai

Publication Activity (10 Years)

Years Active: 2015-2020
Publications (10 Years): 5

Top Topics

Hierarchical Representation

Deep Belief Networks

Unsupervised Learning

Top Venues

PLoS Comput. Biol.

Publications

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)
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)
Jonathan D. Young, Chunhui Cai, Xinghua Lu
Unsupervised deep learning reveals prognostically relevant subtypes of glioblastoma. BMC Bioinform. 18 (S-11) (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)