Publications
Lastest Update: 1st Aug 2023
Working Manuscript
- BioCON: A Contrastive Learning Framework for Integrating Multi-Omics Data in Pan-Cancer.
Liyan Wang, Kai Song*
I am going to submit the manuscript of this work as first author soon.
Paper
-
Machine Learning Reveals Molecular Similarity and Fingerprints in Structural Aberrations of Somatic Cancer.
Junxuan Zhu, Yifan Tong, Jinhan Zhang, Liyan Wang, Qien He, Kai Song*
Symmetry
2023. -
Progressively Helical Multi-Omics Data Fusion GCN and Its Application in Lung Adenocarcinoma.
Junxuan Zhu, Jinhan Zhang, Liyan Wang, Hao Huang, Zhibo Zhang, Kai Song* and Xiaofei Zhang*
IEEE Access
2023. -
DNA methylation loci identification for pan-cancer early-stage diagnosis and prognosis using a new distributed parallel partial least squares method.
Qien He, Junxuan Zhu, Liyan Wang, En-ci Ding and Kai Song*
Frontiers in Genetics
2022.
Undergraduate Thesis
- Exploring Preference-Based Analysis of Brewing Codons through Statistical Approaches.
Liyan Wang (Advisor: Kai Song)
This work was independently completed by me and was rated as an excellent graduation thesis of Tianjin University in 2021.