Machine learning methods for predicting cancer drug effects from signaling and cell fate data

• 主要作者: Mishra Shital Kumar
• 其他作者: Zheng Jie
• 格式: Theses and Dissertations
• 語言: English
• 出版: 2017
• 主題: DRNTU::Engineering::Computer science and engineering::Information systems::Models and principles
• 在線閱讀: http://hdl.handle.net/10356/70489

An important area of research within the discipline of the Computational Systems Biology is to investigate the mechanisms of determination of cell fate. As the cellular development progresses, a cell goes through several phenotypes (e.g. Apoptosis, Proliferation, G1, S, G2 and M). Apoptosis, which i...