Toxicity prediction via algebraic graph-assisted bidirectional transformers

• المؤلف الرئيسي: Ooi, Yen Sun
• مؤلفون آخرون: Xia Kelin
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2023
• الموضوعات: Science::Mathematics::Discrete mathematics::Graph theory
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/166443

Drug lead optimization is a crucial stage in drug development that seeks to improve the efficacy and safety of potential drug candidates. However, toxicity is a major concern that can hinder the development process of drugs, especially when it is harmful to human bodies. In this paper, we present Al...