Targeted drug discovery with adversarial graph autoencoders conditioned on gene expression data

• المؤلف الرئيسي: Ong, Hiok Hian
• مؤلفون آخرون: Jagath C Rajapakse
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2023
• الموضوعات: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Science::Medicine::Pharmacy::Pharmaceutical technology
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/166090

Drug discovery has long been an expensive and inefficient process due to the vast chemical compound search space. This process has been iteratively sharpened and refined using computational approaches in order to narrow the scope of search. Separately, machine learning, in particular deep learnin...