We are happy to announce that we have a paper accepted by CCF-B conference BIBM 2020!
Hong-yang Jiang (left) and Hui-yan Sun (right)
Hong-yang Jiang is the first author of this paper. She is a 2nd-year M.S. candidate at the School of AI, Jilin University, supervised by Prof. Yi Chang. She obtained her B.S. degree from the College of Computer Science and Technology of Jilin University. Her research mainly focused on reasoning and bioinformatics.
This work was done in collaboration with Dr. Hui-yan Sun. She is a researcher at the School of AI.
Title: Multi-classification of Cancer Samples based on Co-expression Analyses
Conference: The IEEE International Conference on Bioinformatics and Biomedicine (BIBM 2019)
Time & Venue: November 18th-21st, San Diego, CA, USA
Abstract: The expression value of the gene is always dynamically changing, but the correlation between the expression values is relatively stable. This paper proposes a multi-classification algorithm SCP (specific co-expression perturbation) based on co-expression network. The specific gene co-expression network can accurately predict the sample staging, grading and molecular typing by observing the perturbation of the background network by the sample to be tested.