Hongyan Cao

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 7

Top Topics

Ridge Regression

Feature Representations

Unbalanced Data

Gene Gene Interactions

Top Venues

Briefings Bioinform.

Comput. Methods Programs Biomed.

Publications

Yanling Liu, Ruiyan Zhang, Xiaojing Dong, Hong Yang, Jing Li, Hongyan Cao, Jing Tian, Yanbo Zhang
DAE-CFR: detecting microRNA-disease associations using deep autoencoder and combined feature representation. BMC Bioinform. 25 (1) (2024)
Yifang Wei, Lingmei Li, Xin Zhao, Haitao Yang, Jian Sa, Hongyan Cao, Yuehua Cui
Cancer subtyping with heterogeneous multi-omics data via hierarchical multi-kernel learning. Briefings Bioinform. 24 (1) (2023)
Yan Liu, Yuzhao Gao, Ruiling Fang, Hongyan Cao, Jian Sa, Jianrong Wang, Hongqi Liu, Tong Wang, Yuehua Cui
Identifying complex gene-gene interactions: a mixed kernel omnibus testing approach. Briefings Bioinform. 22 (6) (2021)
Hong Yang, Xinxin Li, Hongyan Cao, Yuehua Cui, Yanhong Luo, Jinchun Liu, Yanbo Zhang
Using machine learning methods to predict hepatic encephalopathy in cirrhotic patients with unbalanced data. Comput. Methods Programs Biomed. 211 (2021)
Ruiling Fang, Haitao Yang, Yuzhao Gao, Hongyan Cao, Ellen L. Goode, Yuehua Cui
Gene-based mediation analysis in epigenetic studies. Briefings Bioinform. 22 (3) (2021)
Haitao Yang, Hongyan Cao, Tao He, Tong Wang, Yuehua Cui
Multilevel heterogeneous omics data integration with kernel fusion. Briefings Bioinform. 21 (1) (2020)
Haitao Yang, Shaoyu Li, Hongyan Cao, Chichen Zhang, Yuehua Cui
Predicting disease trait with genomic data: a composite kernel approach. Briefings Bioinform. 18 (4) (2017)