Geometric deep learning for antibiotic discovery

• Main Author: Choo, Hou Yee
• Other Authors: Xia Kelin
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Science::Medicine::Pharmacy::Pharmaceutical technology; Science::Mathematics
• Online Access: https://hdl.handle.net/10356/156881
• Institution: Nanyang Technological University

Nowadays, in order to reduce the unbearable laboratory cost, time cost and increase the accuracy rate of new drug identification at the same time, Artificial Intelligence (AI) techniques have been widely applied in pharmaceutical industry for drug discovery programs. In this article, we propos...