Deep learning approaches to predict drug responses in cancer using a multi-omics approach

• المؤلف الرئيسي: Lyu, Xintong
• مؤلفون آخرون: Jagath C Rajapakse
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2020
• الموضوعات: Engineering::Computer science and engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/141846

Cancers are genetically heterogeneous, and therefore the same anti-cancer drug may have varying degrees of effectiveness on patients due to their different genetic profiles. Oftentimes, it is a trial and error process and patients have to try many different anti-cancers drugs that not are only ineff...