The paper “Multi-classification of Cancer Samples based on Co-expression Analyses” by Jiang Hongyang, a 2018 Master’s Candidate under the supervision of Prof. Chang Yi, was accepted by CCF-B Conference (IEEE BIBM 2019).
Jiang hongyang got her Bachelor’s Degree in Computer Science and Technology from Jilin University. Her research background is in causal reasoning and bioinformatics. This work was in collaboration with Prof. Sun Huiyan in the School of Artificial Intelligence. IEEE BIBM: The IEEE International Conference on Bioinformatics and Biomedicine is one of the top academic conferences in the field of bioinformatics and biomedicine.
Paper Information:
First Author: Jiang Hongyang
Title: Multi-classification of Cancer Samples based on Co-expression Analyses
Conference: The IEEE International Conference on Bioinformatics and Biomedicine (BIBM 2019)
Conference Category: CCF-B
Conference Date: November 18-21, San Diego, CA, USA
Summary:
Considering the dynamic expression values of genes and the relatively stable correlations among them s, we proposed a multi-classification technology SCP (specific co-expression perturbation) based on co-expression network. By constructing the specific gene co-expression network of each classification and observing the disturbance of samples to be tested on the background network, we achieved accurate prediction of sample staging, grading and molecular typing.
School of Artificial Intelligence
October 14, 2019
