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

• المؤلف الرئيسي: Mishra Shital Kumar
• مؤلفون آخرون: Zheng Jie
• التنسيق: Theses and Dissertations
• اللغة: English
• منشور في: 2017
• الموضوعات: DRNTU::Engineering::Computer science and engineering::Information systems::Models and principles
• الوصول للمادة أونلاين: http://hdl.handle.net/10356/70489
• المؤسسة: Nanyang Technological University

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...