Topology based machine learning model for the prediction of anticancer peptides

• Main Author: Tan, Joshua Zhi En
• Other Authors: Xia Kelin
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Science::Mathematics::Topology
• Online Access: https://hdl.handle.net/10356/156895
• Institution: Nanyang Technological University

In recent years, interest in the use of therapeutic peptides for treating cancer has grown vastly. A variety of approaches based on machine learning have been explored for anticancer peptide identification while the featurization of these peptides is also critical to attaining any reasonable predict...